Publications

More Inliers Are Not Enough: Cross-Template Pose Selection for Training-Free 6D Pose Estimation

S. H. Kim*, H. B. Kim*, and S.-J. Kang, IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Jan. 2027.
ACK:

Post-Training Quantization with Gradient-Projected Fisher Approximation for Vision Transformers

J. Yang*,J. Choi*, N. Lim*, Y. Jeong*, M. Zinke*, H. W. Yu, B. Hyun, K. Sohn, S.-J. Kang, The Fortieth Annual Conference on Neural Information Processing Systems (NeurIPS), Dec. 2026.
ACK:

SPA-Q: Structure-Preserving Adaptive Post-Training Quantization for Monocular Depth Estimation

J. Choi*, J. Yang*, N. Lim*, Y. Jeong*, M. Zinke*, H. W. Yu, S.-J. Kang, The Fortieth Annual Conference on Neural Information Processing Systems (NeurIPS), Dec. 2026.
ACK:

Activation-Guided Mixed-Precision Weight Compression for Depth Anything

Y. Jeong*, J. H. Pyun*, S.-J. Kang,
International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC), July. 2026.
ACK: IO251218-14799-01, IITP-2026-RS-2023-00260091, RS-2025- 16066849, RS-2025-02263706

Seamless Spatial Extension in 3D Gaussian Splatting via Auxiliary Wild Views

C. Lee*, S. Choi*, S. Yeom*, J. Kim, K. Yun, S.-J. Kang,
Proceedings of European Conference on Computer Vision Workshop(Workshop on TwinWorld), September. 2026.
ACK: 2022-0-00022, RS-2022-II220022, RS-2026-25527029, RS-2026-25547954

TRiGS: Temporal Rigid-Body Motion for Scalable 4D Gaussian Splatting

S. Yeom*, J. Nam*, S. Choi*, L. Y. Lee, S. Kim, J. Park, J. Kim, K. Yun, K. Kong, S.-J. Kang,
Proceedings of European Conference on Computer Vision (ECCV), September. 2026.
ACK: 2022-0-00022, RS-2022-II220022, RS-2026-25527029, RS-2026-25547954, RS-2024-00414230, RS-2021-II211343

Implicit Off-Diagonal Curvature Modeling via Gradient Projection for Post-Training Quantization of Vision Transformers

J. Yang*,J. Choi*, N. Lim*, Y. Jeong*, M. Zinke*, H. W. Yu, B. Hyun, K. Sohn, S.-J. Kang, Forty-Third International Conference on Machine Learning Workshop (Workshop on Resource-Adaptive Foundation Model Inference (AdaptFM)), July. 2026.
ACK: IO251218-14799-01, IITP-2026-RS-2023-00260091, RS-2025-02263706

Structure-Preserving Adaptive Post-Training Quantization for Monocular Depth Estimation

J. Choi*, J. Yang*, N. Lim*, Y. Jeong*, M. Zinke*, H. W. Yu, S.-J. Kang, Forty-Third International Conference on Machine Learning Workshop (Workshop on Resource-Adaptive Foundation Model Inference (AdaptFM)), July. 2026.
ACK: IITP-2026-RS-2023-00260091, RS-2025-02263706, Samsung Display

Decoupling Spatial and Semantic Token Compression for Vision-Language Model Acceleration

S. Moon*, J. H. Pyun*, H. Yu, S.-J. Kang, Forty-Third International Conference on Machine Learning Workshop (Workshop on Resource-Adaptive Foundation Model Inference (AdaptFM)), July. 2026.
ACK: IO251218-14799-01, IITP-2026-RS-2023-00260091, RS-2025-02263706

Dual-PAG: Bidirectional Perturbed-Attention Guidance for Residue-Free Video Editing

J. Oh*, S. Yeom*, CH. Yang*, S.-J. Kang, Forty-Third International Conference on Machine Learning Workshop (Workshop on From Frames to Stories (F2S)), July. 2026.
ACK: RS2026-25527029, RS-2024-00414230

Epistemic Gatekeeper: Training-Free One-Shot Gating for Open-World Industrial Anomaly Detection (Spotlight)

G. Kim*, H. Kim*, C. Oh*, S.-J. Kang, Forty-Third International Conference on Machine Learning Workshop (Workshop on Epistemic Intelligence in Machine Learning (EIML)), July. 2026.
ACK: RS2026-25527029, RS-2024-00414230

Accurate Forecasts Do Not Ensure Safe Decisions

J. H. Pyun, S. Moon, S.-J. Kang, Forty-Third International Conference on Machine Learning Workshop (Workshop on Resource-Adaptive Foundation Model Inference (Forecast)), July. 2026.
ACK: IITP-2026-RS-2023-00260091, P0020535

OriCache: Orientation-Guided Feature Caching for DiT Acceleration

J. S. Nam*, H. W. Yu, and S.-J. Kang, Forty-Third International Conference on Machine Learning Workshop (Workshop on Resource-Adaptive Foundation Model Inference (AdaptFM)), July. 2026.
ACK: IITP-2026-RS-2023-00260091, RS-2025-02263706

Reducing Attention Distribution Error with Unified Tail Aggregation for Sparse Attention

H. Yu*, J. Lee*, J. Choi*, J. Yang*, Y. Cho*, J. Nam, S. Moon, J.-W. Chang, B. Hyun, K. Sohn, K. Kong, and S.-J. Kang, Forty-Third International Conference on Machine Learning Workshop (Workshop on Resource-Adaptive Foundation Model Inference (AdaptFM)), July. 2026.
ACK: IITP-2026-RS-202300260091, RS-2024-00414230, Samsung Eletronics

Structural Outlier-Aware Post-Training Quantization for Monocular Depth Estimation

Y. Jeong*, J. Yang*, N. Lim*, J. Choi*, M. Zinke*, S. Choi, S. Cho, S.-J. Kang, Forty-Third International Conference on Machine Learning Workshop (Workshop on Resource-Adaptive Foundation Model Inference (AdaptFM)), July. 2026.
ACK: Hyundai Mobis, IITP-2026-RS-2023-00260091, RS-2025-02263706

Modality-Aware Block Rotation for Vision-Language-Action Model Quantization

U. Y. Kim*, and S.-J. Kang, Forty-Third International Conference on Machine Learning Workshop (Workshop on Resource-Adaptive Foundation Model Inference (AdaptFM)), July. 2026.
ACK: IITP-2026-RS-2023-00260091, RS-2024-00414230

Image-Based Generative AI Techniques: From Multi-Modal Integration to
Efficient Inference Architectures

[Invited Talk] T. W. Kim and S.-J. Kang, The 25th International Meeting on Information Display (IMID), Aug. 2026.
ACK: IITP-2026-RS-202300260091, RS-2025-16066849

Sequential Image Restoration Frameworks: Super-Resolution and Deblurring

J. Yang*, J. Choi*, M. Zinke*, N. Lim*, H. Choi, S. Lee, T. Jeong, S. Oh, and S.-J. Kang*, The 25th International Meeting on Information Display (IMID), Aug. 2026.
ACK: Samsung Display, IITP-2026-RS-202300260091, RS-2024-00414230

Low-Light Image Enhancement for Industrial Inspection

N. Lim*, J. Yang*, M. Zinke*, J. Choi*, H. Choi, S. Lee, T. Jeong, S. Oh, and S.-J. Kang*, The 25th International Meeting on Information Display (IMID), Aug. 2026.
ACK: Samsung Display, IITP-2026-RS-202300260091, RS-2024-00414230

Effect of LOF-based Noise Filtering on the Performance of Reconstruction-based Anomaly Detection Model

C. I. Oh*, T. W. Kim*, H. B. Kim*, J. K. Han, S. G. Kim, and S.-J. Kang, The 25th International Meeting on Information Display (IMID), Aug. 2026.
ACK: Samsung Display, IITP-2026-RS-202300260091

Efficient Depth-Enhanced Rendering for Immersive Display Systems

S. J. Park*, J. B. Lee*, Y. J. Im*, J. Y. Park, Y. J. Yoo, J. W. Lee, and S.-J. Kang, The 25th International Meeting on Information Display (IMID), Aug. 2026.
ACK: IITP-2026-RS-2023-00260091, RS-2025-16066849, LX Semicon

Dual Anchors, Do It Better: Hierarchical Group Merging for Zero-shot Anomaly Detection

J. Roh*, D. Kim*, and S.-J. Kang, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Findings, June. 2026.
ACK: IITP-2026-RS-2023-00260091, RS-2025-16066849, RS-2025-02263706

WIMFRIS: WIndow Mamba Fusion and Parameter Efficient Tuning for Referring Image Segmentation

S. Moon*, H. Yu*, H. Lee*, and S.-J. Kang, The Fourteenth International Conference on Learning Representations (ICLR), April. 2026.
ACK: IITP-2026-RS-2023-00260091, RS-2024-00414230, RS-2025-02263706, IO251218
14799-01, 202512025.01, RS-2022-00143911

Enhancing Perceptual Quality on High-Resolution Displays: A Unified Deep Model for Super-Resolution and Deblurring

J. Choi*, M. Zinke*, J. Yang*, H. Cho, H. Choi, S. Lee, and S.-J. Kang*, SID Symposium Digest of Technical Papers, May. 2026.
ACK: Samsung display, IITP-2026-RS-2023-00260091, RS-2025-16066849, RS-2024-00414230

Toward Robust Anomaly Detection for Real-World Display Inspection

[Invited Talk] J. Lee and S.-J. Kang*, SID Symposium Digest of Technical Papers, May. 2026.
ACK: IITP-2026-RS-2023-00260091, RS-2025-16066849, RS-2024-00414230

Enhancing Reverse Distillation with Core Exemplar Learning for Unified Multi-Class Anomaly Detection

H. Lim*, M.-S. Kim*, H.-B. Lee*, S.-J. Kang*, K.-W. Chon*, and H. Lee, IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Mar. 2026.

Infrared Monocular Depth Estimation via Parameter-Efficient Adaptation

J. H. Pyun, S. H. Moon, Y. S. Jeong, and S.-J. Kang, International Conference on Electronics, Information, and Communication (ICEIC), Jan. 2026.
ACK: IITP-2026-RS-2023-00260091, RS-2024-00414230, RS-2025-16066849

Hybrid Prompt Context Learning for Balanced Adaptation of Vision Language Models

S. W. Jang and S.-J. Kang, International Conference on Electronics, Information, and Communication (ICEIC), Jan. 2026.
ACK: IITP-2026-RS-2023-00260091

View Fusion Based Zero-shot Multi-view Anomaly Detection

G. W. Kim*, J. M. Roh*, J. J. Yoon, and S.-J. Kang*, International Conference on Electronics, Information, and Communication (ICEIC), Jan. 2026.
ACK: IITP-2025-RS-202300260091

Enhancing Illumination Robustness in Unified Anomaly Detection via Multi-Brightness Training

G. W. Kim and S.-J. Kang, International Conference on Electronics, Information, and Communication (ICEIC), Jan. 2026.
ACK: IITP-2026-RS-202300260091

Multiview tile-image rendering from 3D Gaussians for 1D camera array

J. S. Kim, J. H. Pyun, K. J. Yun, S.-J. Kang, and H. G. Choo International Conference on Electronics, Information, and Communication (ICEIC), Jan. 2026.
ACK:

Mask-Region Landmark Prediction in 3D Masked Face Point Clouds Using Non-Mask Facial Landmarks

J. W. Park, J. H. Pyun, Y. S. Jeong, S.-J. Kang, and S. I. Cho International Conference on Electronics, Information, and Communication (ICEIC), Jan. 2026.
ACK:

MDC-X: multi-plane mura data compression in display devices

J.-Y. Park, J.-W. Lee, and S.-J. Kang, Journal of Information Display, vol. 27, article no. 21, 2026.
ACK: IITP-2026-RS-2023-00260091

VIPA: Visual Informative Part Attention for Referring Image Segmentation

Y. B. Cho*, H. W. Yu*, Kyeongbo Kong, Kyomin Sohn, Bongjoon Hyun and S. -J. Kang, IEEE Transactions on Circuits and Systems for Video Technology
ACK: IO251218-14799-01, IITP-2026-RS-2023-00260091, RS-2026-25527029

Deep Learning-Based Real-Time Driver’s Hands-On Detection: A Lightweight Time Series Approach Using CAN Data

H. W. Yu*, S. Moon*, S. Jung, S. Han and S. -J. Kang, IEEE Access
ACK: IITP-2026-RS-2023-00260091, P0020535, RS-2021-NR057239

Realistic Human Image Animation with Dynamic Camera Effects (View)

M. Kang, J. Kim, C. Yang, K. Kong and S. -J. Kang, IEEE Transactions on Circuits and Systems for Video Technology
ACK: IITP-2026-RS-2023-00260091, RS-2025-16066849, RS-2024-00414230, 2025-RISE-02-004-12880001-02

5 . AFRAD: Adaptive Feature Refinement with Information Preservation for Multiclass Unsupervised Anomaly Detection (View)

J. Lee, J. Yang, G. Kim, U. Kim and S. -J. Kang, Journal of Information Display
ACK: LG 전자, IITP-2026-RS-2023-00260091, RS-2025-16066849, RS-2024-00414230

비전 파운데이션 모델을 활용한 시계열-이미지 기반 기기 고장 예측

김건우, 강석주*, 대한전자공학회 2026년도 하계종합학술대회, June 23 - June 26, 2026.
ACK: IITP-2026-RS-2023-00260091, RS-2025-16066849, RS-2024-00414230, RS-2025-02263706

블록 재구성 기반 디퓨전 트랜스포머 사후 양자화

임나현, 최현영, 이상구, 정태석, 오선영, 강석주*, 대한전자공학회 2026년도 하계종합학술대회, June 23 - June 26, 2026.
ACK: Samsung Display, IITP-2026-RS-2023-00260091, RS-2025-16066849, RS-2024-00414230, RS-2025-02263706

Enhancing Monocular Depth Estimation via Morphological Refinement of Ground Truth Data

마티, 최현영, 이상구, 정태석, 오선영, 강석주*, 대한전자공학회 2026년도 하계종합학술대회, June 23 - June 26, 2026.
ACK: Samsung Display, IITP-2026-RS-2023-00260091, RS-2025-16066849, RS-2024-00414230, RS-2025-02263706

분할 마스크와 3단계 최적화를 활용한 비통제 환경 4D 가우시안 스플래팅

최승규, 염수웅, 김준수, 윤국진, 강석주*, 대한전자공학회 2026년도 하계종합학술대회, June 23 - June 26, 2026.
ACK: 한국전자통신연구원(ETRI), IITP-2026-RS-2023-00260091, RS-2025-16066849, RS-2024-00414230, RS-2025-02263706

재구성 기반 산업 이상 탐지를 위한 Qwen-VL 시각 인코더의 레이어별 특징 분석

김현빈, 오채인 , 김승기, 김한얼, 강석주*, 대한전자공학회 2026년도 하계종합학술대회, June 23 - June 26, 2026.
ACK: Samsung Display, IITP-2026-RS-2023-00260091, RS-2025-16066849, RS-2024-00414230, RS-2025-02263706

점진적 상관 변형을 통한 반복적 특징 정렬 기반 6자유도 자세 정제

김수훈, 백승혁, 곽창근, 강석주*, 대한전자공학회 2026년도 하계종합학술대회, June 23 - June 26, 2026.
ACK: IITP-2026-RS-2023-00260091, RS-2025-16066849, RS-2024-00414230, RS-2025-02263706

인간-로봇 지식 전이 연구 동향: 로봇 조작의 데이터 희소성 극복

김태우, 강석주*, 대한전자공학회 2026년도 하계종합학술대회, June 23 - June 26, 2026.
ACK: IITP-2026-RS-2023-00260091, RS-2025-16066849, RS-2024-00414230, RS-2025-02263706

Adaptive Visual Token Pruning via Dynamic Entropy Routing for Vision-Language Models

이종범, 강석주*, 대한전자공학회 2026년도 하계종합학술대회, June 23 - June 26, 2026.
ACK: IITP-2026-RS-2023-00260091, RS-2025-16066849, RS-2024-00414230, RS-2025-02263706

깊이맵 열화가 6D 객체 자세 추정에 미치는 영향과 필터링 기법의 비교

장순원, 백승혁, 곽창근, 강석주*, 대한전자공학회 2026년도 하계종합학술대회, June 23 - June 26, 2026.
ACK: IITP-2026-RS-2023-00260091, RS-2025-16066849, RS-2024-00414230, RS-2025-02263706

시각-언어-행동 모델 회전 양자화의 실패 원인 분석

김우영, 강석주*, 대한전자공학회 2026년도 하계종합학술대회, June 23 - June 26, 2026.
ACK: IITP-2026-RS-2023-00260091, RS-2025-16066849, RS-2024-00414230, RS-2025-02263706

DiT 가속을 위한 방향 일관성 기반 특징 재사용 기법

남준식, 유현우, 강석주*, 대한전자공학회 2026년도 하계종합학술대회, June 23 - June 26, 2026.
ACK: IITP-2026-RS-2023-00260091, RS-2025-16066849, RS-2024-00414230, RS-2025-02263706

저조도 RAW 이미지 디노이징을 통한 고품질 이미지 복원

오정선, 강석주*, 대한전자공학회 2026년도 하계종합학술대회, June 23 - June 26, 2026.
ACK: IITP-2026-RS-2023-00260091, RS-2025-16066849, RS-2024-00414230, RS-2025-02263706

산업용 이상 탐지를 위한 패치코어의 통합형 퓨샷 적용

오채인, 김현빈, 김승기, 김한얼, 강석주*, 대한전자공학회 2026년도 하계종합학술대회, June 23 - June 26, 2026.
ACK: Samsung Display, IITP-2026-RS-2023-00260091, RS-2025-16066849, RS-2024-00414230, RS-2025-02263706

대변위 모션 비디오 프레임 보간을 위한 경량 PreWarp 프레임워크

김현준, 강석주*, 대한전자공학회 2026년도 하계종합학술대회, June 23 - June 26, 2026.
ACK: IITP-2026-RS-2023-00260091, RS-2025-16066849, RS-2024-00414230, RS-2025-02263706

불완전 관측 환경에서 보행자 궤적 예측 기반 안전 의사결정 평가 시스템 구현

변재현, 문승훈, 정윤성 강석주*, 대한전자공학회 2026년도 하계종합학술대회, June 23 - June 26, 2026.
ACK: IITP-2026-RS-2023-00260091, RS-2025-16066849, RS-2024-00414230, RS-2025-02263706

텍스트-이미지 생성을 위한 단순 반복 및 Agent 기반 VLM 정제의 정량 다중 메트릭 비교

박성준, 강석주*, 대한전자공학회 2026년도 하계종합학술대회, June 23 - June 26, 2026.
ACK: IITP-2026-RS-2023-00260091, RS-2025-16066849, RS-2024-00414230, RS-2025-02263706

Transformer 기반 초해상도 모델에서의 사후 양자화 기법 고찰

임나현, 강석주*, Workshop on Image Processing and Image Understanding (IPIU), Feb 4 - Feb 6, 2026.
ACK: IITP-2026-RS-2023-00260091, RS-2025-16066849, P0020535

Diffusion 합성 결함 및 이상 복원 학습을 통한 이상 탐지 성능 개선

오채인, 강석주*, Workshop on Image Processing and Image Understanding (IPIU), Feb 4 - Feb 6, 2026.
ACK: IITP-2026-RS-2023-00260091, RS-2025-16066849, P0020535

Replace-in-Ego: Text-Guided Object Replacement in Egocentric Hand-Object Interaction

M. Song, J. Park, and S.-J. Kang, Observing and Understanding Hands in Action in conjunction with ICCV 2025, Oct. 2025.
ACK: RS-2024-00414230, IITP-2025-RS-2023-00260091

Corner Point-based Calibration Technique for QR Code Readers in Robot Localization

M. Song, Y. Im, S. Jang, S. Kim, and S.-J. Kang, The 10th International Conference on Consumer Electronics (ICCE) Asia , Oct. 2025.
ACK: IO250307-12263-01

QSCA: Quantization with Self-Compensating Auxiliary for Monocular Depth Estimation

J. Yang, J. Choi, M. Zinke, and S.-J. Kang, The Thirty-Ninth Annual Conference on Neural Information Processing Systems (NeurIPS) , Dec. 2025.
ACK: IITP-2025-RS-2023-00260091, RS-2025-02263706, RS-2025-16066849

Extending gem5 with a Developer-Centric IDE for SoC Architecture Simulation

H. Shin, D. Kim, H. S. Song, and W. Kim, IEEE International Conference on Consumer Electronics - Berlin (ICCE-Berlin), Sep. 2025.
ACK: RS-2024-00487113

FCM: Feature Concatenation Module for Anomaly Detection in High-Resolution Images

T. W. Kim, H. E. Kim, S. G. Kim, and S.-J. Kang, The 25th International Meeting on Information Display (IMID), Aug. 2025.
ACK: IITP-2025-RS-2023-00260091, Samsung Display

On-device Monocular Depth Estimation Network Optimization

M. Zinke, J. C. Yang, J. M. Choi, S. G. Lee, H. Y. Choi, H. U. Cho, and S.-J. Kang, The 25th International Meeting on Information Display (IMID), Aug. 2025.
ACK: IITP-2025-RS-2023-00260091, Samsung Display

Post-Training Quantization for Depth Anything

J. C. Yang, M. Zinke, J. M. Choi, S. G. Lee, H. Y. Choi, H. U. Cho, and S.-J. Kang, The 25th International Meeting on Information Display (IMID), Aug. 2025.
ACK: IITP-2025-RS-2023-00260091, Samsung Display

Towards Brightness-Robust Unified Anomaly Detection: Training with Multi-Brightness Data

G. W. Kim, J. M. Roh, J. H. Lee and S.-J. Kang. International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC), July. 2025.
ACK: 2021M3H2A1038042, IITP-2025-RS-2023-00260091

Enhanced Illumination-Reflectance Decomposition for Image Enhancement Based on Retinexformer

S. H. Kim, and S.-J. Kang. International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC), July. 2025.
ACK: IITP-2025-RS-2023-00260091, RS-2024-00414230, IO201218-08232-01

Leveraging Prompt Learning for Robust Transfer in Long-tailed Distributions

S. W. Jang, and S.-J. Kang. International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC), July. 2025.
ACK: IITP-2025-RS-2023-00260091, RS-2024-00414230

Image Denoising Meets Quantization: Exploring the Effects of Post-Training Quantization

J. M. Choi, J. C. Yang, M. Zinke, and S.-J. Kang. International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC), July. 2025.
ACK: IO201218-08232-01, IITP-2025-RS-2023-00260091, RS-2024-00414230

Depth-Only Human Pose Estimation

J. H. Pyun, H. Oh, S. Y. Yun, H. J. Kang, and S.-J. Kang, International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC), July. 2025.
ACK: RS-2024-0046774, IITP-2025-RS-2023-00260091

Deformation-Aware Luminance Compensation using Gaussian-Weighted Kernels for Stretchable Displays

Y. -I. Park, and S.-J. Kang, SID Symposium Digest of Technical Papers, May. 2025.
ACK: IITP-2025-RS-2023-00260091, RS-2024-00414230, 2020M3H4A1A02084899, 202412001.01

Financial Data Generation Utilizing Graph Information from Transaction Networks

K. G. Kim, S. K. Lim, S. H. Choi, and S.-J. Kang IEEE International Conference on Big Data and Smart Computing (BigComp), Feb. 2025.
ACK: IITP-2025-RS-2023-00260091, IITP-RS-2022-00156318

3D Gaussian SLAM With DoG Mapping

E. H. Shin, and S.-J. Kang International Conference on Electronics, Information, and Communication (ICEIC), Jan. 2025.
ACK: IITP-2025-RS-2023-00260091, RS-2024-00414230

Enhanced Human Pose Retargeting through Video Frame Deblurring (Best Paper Award)

S. W. Ahn, and S.-J. Kang International Conference on Electronics, Information, and Communication (ICEIC), Jan. 2025.
ACK: IITP-2025-RS-2023-00260091, RS-2024-00414230

ICSD-NeRF: Independent Canonical Spaces for Enhanced Dynamic Scene Modeling in Neural Radiance Fields (View)

S. Yeom, H. Son, C. Kang, E. Shin, J. Kim, KJ. Yun and S. -J. Kang, IEEE Transactions on Computational Imaging
ACK: 2022-0-00022, RS-2022-II220022, IITP-2025-RS-2023-00260091 ,RS-2024-00414230

Efficient Monocular Depth-Based Physical Distance Measurement for Low-Depth Scales (View)

J. Yang, M. Zinke, B. Kang, H. Cho, H. Choi, S. Lee and S.-J. Kang, IEEE Transactions on Industrial Informatics, vol. 21, issue 12, pp. 9389-9399, 2025.
ACK: RS-2025-02263706, RS-2024-00414230, IITP-2025-RS-2023-00260091

DGTFNet: Depth-Guided Tri-Axial Fusion Network for Efficient Generalizable Stereo Matching (View)

S. Moon, H. Lee and S. -J. Kang, IEEE Robotics and Automation Letters, vol. 10, no. 10, pp. 10791-10798, Oct. 2025
ACK: IITP-2025-RS-2023-00260091, RS-2024-00414230

Luminance Compensation for Stretchable Displays Using Deep Visual Feature-Optimized Gaussian-Weighted Kernels (View)

Y.-I. Park, and S.-J. Kang, Journal of the Society for Information Display, vol.33, no. 5, pp. 452-463, 2025.
ACK: IITP-2025-RS-2023-00260091, RS-2024-00414230, 202412001.01

SO-Diffusion: Diffusion-based Depth Estimation from SEM Images and OCD Spectra (View)

Y. Hwang, M. Song, A. Ma, Q.H. Kim, K. B. Chang, J. Jeong, and S.-J. Kang, IEEE Transactions on Instrumentation & Measurement, 2025.
ACK: IO240123-08647-01, IITP-2025-RS-2023-00260091, 2021M3H2A1038042

Programmable-Room: Interactive Textured 3D Room Meshes Generation Empowered by Large Language Models (View)

J. Kim, J. Park, K. Kong, and S.-J. Kang, IEEE Transactions on Multimedia, 2025.
ACK: IITP-2025-RS-2023-00260091, IITP-RS-2022-00156318, RS-2024-00414230

Query-Vector-Focused Recurrent Attention for Remaining Useful Life Prediction (View)

Y.-I. Park, and S.-J. Kang, IEEE Transactions on Reliability, 2025.
ACK: IITP-2025-RS-2023-00260091, IITP-RS-2022-00156318, IO201218-08232-01, RS-2024-00414230

Supervised Denoising for Extreme Low-Light Raw Videos (View)

Y. Im, J. Pak, S. Na, J. Park, J. Ryu, S. Moon, B. Koo and S.-J. Kang, IEEE Transactions on Circuits and Systems for Video Technology, vol. 35, pp. 10693-10704, 2025.
ACK: VisionNexT, IITP-2025-RS-2023-00260091

CRAN: Compressed Residual Attention Network for Lightweight Single Image Super-Resolution (View)

H. Oh, Y. Im, and S.-J. Kang, IEEE Signal Processing Letters, vol. 32, pp. 2444-2448, 2025.
ACK: IO201218-08232-01, IITP-2025-RS-2023-00260091, RS-2024-00414230, No.RS-2025-02263706

A Unified Framework for Super-Resolution via Clean Image Prior (View)

S. Na, Y. Nam, and S.-J. Kang, IEEE Access, 2025.
ACK: IITP-2025-RS-2023-00260091, RS-2024-00414230, 2021M3H2A1038042

Self-Supervised Anomaly Segmentation for Surface Defect Inspection in Display Panels (View)

J.-W. Song, K. B. Kong, Y.-I. Park and S.-J. Kang, Journal of the Society for Information Display, 2025.
ACK: IITP-2025-RS-2023-00260091, 2021M3H2A1038042

계층적 그룹 병합을 이용한 제로샷 이상 탐지

노지민, 강석주*, 한국방송미디어공학회 동계학술대회, Dec 29 - Dec 30, 2025.
ACK: RS-2025-16066849

극단적 저조도 RAW 비디오 디노이징

임영제, 강석주*, 한국방송미디어공학회 동계학술대회, Dec 29 - Dec 30, 2025.
ACK: RS-2025-16066849

단일 정상 샘플을 이용한 레이블 없는 제로 샷 이상 탐지

강민석, 강석주*, 한국방송미디어공학회 동계학술대회, Dec 29 - Dec 30, 2025.
ACK: RS-2025-16066849

유형 기반 분리 어텐션을 이용한 지시 표현 카운팅 기술

서희동, 강석주*, 대한전자공학회 추계학술대회, Nov 28 - Nov 29, 2025.
ACK: RS-2025-16066849, IITP-2025-RS-2023-00260091

Multi-modal 기반 이상치 탐지 기법의 비교 및 분석

이혜빈, 강석주*, 대한전자공학회 2025년도 하계종합학술대회, June 24 - June 27, 2025
ACK: RS-2024-00414230, 2021M3H2A1038042, IITP-2025-RS-2023-00260091

Two-stage 기반 디스플레이 시간적 화질 보상 기술

김예슬, 강석주*, 대한전자공학회 2025년도 하계종합학술대회, June 24 - June 27, 2025
ACK: RS-2024-00414230, IITP-2025-RS-2023-00260091

Fast Fourier Convolution for Lightweight Single Image Super-Resolution

강민석, 오하니, 안병길, 박한성, 유윤종, 이지원, 강석주*, Workshop on Image Processing and Image Understanding (IPIU), Feb 5 - Feb 7, 2025.
ACK: RS-2024-00414230, IITP-2025-RS-2023-00260091

효율적 학습과 경량화를 위한 초해상도 모델 설계: Noise-Free Optimization과 Skip Connection의 활용

강찬희, 오하니, 강석주*, Workshop on Image Processing and Image Understanding (IPIU), Feb 5 - Feb 7, 2025.
ACK: IITP-2025-RS-2023-00260091, RS-2024-00414230, IITPRS-2022-00156318

반도체 패키징 데이터에서의 이상 탐지 성능 향상을 위한 관심 영역 집중 및 증강 기법

김동규, 김현빈, 김준환, 신호진, 이지호, 강석주*, Workshop on Image Processing and Image Understanding (IPIU), Feb 5 - Feb 7, 2025.
ACK: IO240306-09178-01

이준호, 박예인, 조민지, 강석주, "시계열 데이터 기반의 이상치 검출을 위한 설명 가능한 그래프 신경망 구조 개발", 대한전자공학회논문지 (View)

ACK: IITP-RS-2022-00156318, IITP-2025-RS-2023-00260091

김예슬, 김수훈, 박예인, 강석주, “전류 센싱 없는 패턴 강건형 방법 기반 IR-drop 보상 프레임워크”, 대한전자공학회논문지

ACK: IITP-2026-RS-2023-00260091, RS-2021-NR057239

Embedding-Free Transformer with Inference Spatial Reduction for Efficient Semantic Segmentation (Project Page)

H. W. Yu, Y. B. Cho, B. W. Kang, S. H. Moon, K. Kong, and S.-J. Kang, Proceedings of the European Conference on Computer Vision (ECCV), Oct.2024.
ACK: RS-2024-0041423, IITP-2024-RS-2023-0026009, KSC-2023-CRE-0444

AttentionHand: Text-driven Controllable Hand Image Generation for 3D Hand Reconstruction in the Wild (Oral Presentation) (arXiv) (Project Page)

J. Park*, K. Kong*, and S.-J. Kang, Proceedings of the European Conference on Computer Vision (ECCV), Oct.2024.
ACK: IITP-2024-RS-2023-00260091, P0020535, KSC-2023-CRE-0444

Interactive 3D Room Generation for Virtual Reality via Compositional Programming (Oral Presentation)

J. Kim*, J. Park*, K. Kong*, and S.-J. Kang, European Conference on Computer Vision Workshop (3rd Computer Vision for Metaverse Workshop), Oct.2024.
ACK: IITP-2025-RS-2023-00260091, IITP-RS-202200156318, RS-202400414230

Diffusion-based Interacting Hand Pose Transfer

J. Park*, Y. Hwang*, and S.-J. Kang, European Conference on Computer Vision Workshop (8th Workshop on Observing and Understanding Hands in Action), Oct.2024.
ACK: x

Refinement-based Lightweight Unified Anomaly Detection

J.H. Lee, J.M.Roh, and S.-J. Kang, International SoC Design Conference (ISOCC), Aug.2024.
ACK: x

Enhancing Depth Estimation in Various Objects

J. C. Yang, B. W. Kang, S. G. Lee, H. Y. Choi, H. U. Cho, and S.-J. Kang, The 24th International Meeting on Information Display (IMID), Aug. 2024.
ACK: IITP-2024-RS-2023-00260091, Samsung Display

Dual Stocker Scheduling Optimization based on Reinforcement Learning

S. W. Ahn, J. K. Kim, J.-J. Hong, S.-G Kim and S.-J. Kang, International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC), Jul. 2024.
ACK: IITP-2024-RS-2023-00260091, 2021M3H2A1038042, LG Display

Person in Place: Generating Associative Skeleton-Guidance Maps for Human-Object Interaction Image Editing (Project Page)

C. H. Yang*, C. H. Kang*, K. Kong*, H. Oh, and S.-J. Kang, The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun.2024.
ACK: IITP-2024-RS-2023-00260091, 2021R1I1A1A01051225

Human Motion Aware Text-to-Video Generation with Explicit Camera Control (Project Page)

T. H. Kim*, C. H. Kang*, J. H. Park*, D. Jeong*, C. H. Yang*, and S.-J. Kang, K. Kong, IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Jun. 2024.
ACK: 2021M3H2A1038042, 1711198586

MetaSeg: MetaFormer-based Global Contexts-aware Network for Efficient Semantic Segmentation (View)

B. W. Kang*, S. H. Moon*, Y. B. Cho*, H. W. Yu*, and S.-J. Kang, IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Jun. 2024.
ACK: IO201218-08232-01, IITP-2023-RS-2023-00260091

Simultaneous Optimization of Luminance and Color: A Novel Dimming Algorithm Utilizing Power-law Mapping

N. R. Kim, S.-J. Kang, SID Symposium Digest of Technical Papers, May. 2024.
ACK: 2020M3H4A1A02084899, IITP-2024-RS-2023-00260091

Viewing Angle-aware Color and Luminance Distortion Compensation for Automotive OLED Displays

J. Pak, J. M. Choi, S. C. Pang, D. G. Kim, K. Kong, and S.-J. Kang, SID Symposium Digest of Technical Papers, May. 2024.
ACK: IITP-2024-RS-2023-00260091

Adaptive Local Backlight Dimming Control with Local Boosting

[Invited Talk] J.-C. Cho, J.-S. Yoo, J.-Y. Park, J.-W. Park, S.-J. Kang, SID Symposium Digest of Technical Papers, May. 2024.
ACK: x

CNN-based Encoder and Transformer-based Decoder for Efficient Semantic Segmentation

S. H. Moon, and S.-J. Kang International Conference on Electronics, Information, and Communication (ICEIC), Jan. 2024.
ACK: IITP-2023-RS-2023-00260091, IO201218-08232-01

Motion Mask-driven Improvements in Monocular Dynamic Novel View Synthesis

Yeom S, Son H, Kang C, Kim J, Yun KJ, Cheong WS, Kang SJ., International Conference on Electronics, Information, and Communication (ICEIC), Jan. 2024.
ACK: IITP-2023-RS-2023-00260091, 2022-0-00022

CMVDE: Consistent Multi-view Video Depth Estimation via Geometric-Temporal Coupling Apporach (View)

H.S. Son, M.J. Shin, M.J. Cho. J. Kim, K. Yun, S.-J Kang, IEEE Transactions on Multimedia, vol.26, pp. 9710-9721, 2024.
ACK: IITP-2024-RS-2023-00260091, 2022-0-00022

Mixup-based Neural Network for Image Restoration and Structure Prediction from SEM Images (View)

J. Park, Y. Cho, Y. Hwang, A. Ma, Q.H. Kim, K. B. Chang, J. Jeong, and S.-J. Kang, IEEE Transactions on Instrumentation & Measurement, vol. 73, pp. 1-16, 2024.
ACK: IO221227-04374-0, IITP-2023-RS-2023-00260091

Deep Conditional HDRI: Inverse Tone Mapping via Dual Encoder-Decoder Conditioning Method (View)

Y. Nam, J. Kim, J. Shim, and S.-J. Kang, IEEE Transactions on Multimedia, vol. 26, pp. 8504-8515, 2024.
ACK: 2021R1A2C1004208, IITP-2024-RS-2023-00260091, 2020M3H4A1A02084899

Image Clustering using Generated Text Centroids (View)

D. Kong, K. B. Kong, and S.-J. Kang, Signal Processing: Image Communication,vol 125, 117128, 2024.
ACK: IITP-2024-RS-2023-00260091, 2021M3H2A1038042, IO201218-08232-01

Enhancing Stability in Training Conditional Generative Adversarial Networks via Selective Data Matching (View)

K. B. Kong, K. H. Kim, and S.-J. Kang, IEEE Access, vol. 12, pp. 119647-119659, 2024.
ACK: RS-2024-00414230, KSC-2023-CRE-0444, IITP-2024-RS- 2023-00260091

Frequency Domain-Based Super Resolution Using Two-Dimensional Structure Consistency for Ultra-High-Resolution Display

Y. L. Seo and S.-J. Kang, J. Imaging 2024, 10(11), 266.
ACK: IITP-RS-2022-0015631

물리적 정밀 측정을 위한 깊이 모델 방법론 성능 비교

마티, 양진철, 이상구, 최현영, 조형욱, 강석주*, 대한전자공학회 제 34회 신호처리합동학술대회, Oct 17 - Oct 18, 2024
ACK: IITP-2024-RS-2023-00260091

Optical flow 모델에 따른 HDR Video Reconstruction 성능 비교

김동규, 김현빈, 강석주*, 대한전자공학회 2024년도 하계종합학술대회, June 26 - June 28, 2024.
ACK: 2021M3H2A1038042, IITP-2024-RS-2023-00260091

저조도 환경의 극한 노이즈에 강건한 RAW 비디오 디노이징 기법

임영제, 박지원,나송주, 김영민, 김성곤, 구범준, 강석주*, 대한전자공학회 제 34회 신호처리합동학술대회, Oct 17 - Oct 18, 2024 (Best Paper Award)
ACK: IITP-2024-RS-2023-00260091

Large Language Model을 사용한 효율적인 멀티모달 문제 해결 방법론 연구

김태우, 강석주*, 대한전자공학회 2024년도 하계종합학술대회, June 26 - June 28, 2024.
ACK: 2021M3H2A1038042, IITP-2024-RS-2023-00260091

Diffusion 기반의 이상치 탐지 방법론 분석

이혜빈, 김승기, 김한얼, 강석주*, 대한전자공학회 제 34회 신호처리합동학술대회, Oct 17 - Oct 18, 2024
ACK: IITP-2024-RS-2023-00260091

Comparative Performance Analysis of Hand and Interaction Estimation

송민서, 황예은, 강석주*, 대한전자공학회 제 34회 신호처리합동학술대회, Oct 17 - Oct 18, 2024.
ACK: No. RS-2024-00414230, IITP-RS-2022-00156318

Mamba 아키텍처 기반의 Remote Sensing Image Semantic Segmentation을 위한 스캔 기법

이해욱, 문승훈, 강석주*, 대한전자공학회 제 34회 신호처리합동학술대회, Oct 17 - Oct 18, 2024
ACK: No. RS-2024-00414230, IITP-2024-RS-2023-00260091, IITP-RS-2022-00156318

Depth Estimation Using Multi-modal Deep Learning from SEM Image and OCD Spectrum

황예은, 송민서, 마아미, 김규환, 장규백, 정재훈, 김대신, 강석주*, 2024 Next Generation Lithography + Patterning, Aug 12 - Aug 13, 2024.
ACK: IO240123-08647-01

Performance Comparison of Hand-object Interaction Algorithms

황예은, 박준호, 강석주*, 36th Workshop on Image Processing and Image Understanding, Jan 31 - Feb 2, 2024.
ACK: 2021M3H2A1038042, IITP-2023-RS-2023-00260091

GAN 기반 방법론을 활용한 금융 합성 데이터의 유용성 및 이상 거래 탐지 성능 연구

김광근, 강석주*, 대한전자공학회 제 34회 신호처리합동학술대회, Oct 17 - Oct 18, 2024.
ACK: IITP-2024-RS-2023-00260091

박예인, 강석주, "Transformer 기반의 HDR 영상 복원 알고리즘을 통한 효과적인 Ghost Artifact 제거", 특집논문 (Special Paper) 방송공학회논문지 제29권 제3호 '인공지능 기반 미디어 기술', 2024년 5월 (JBE Vol.29, No.3, May 2024) (View)

ACK: 2020M3H4A1A02084899, IITP-2024-RS-2023-00260091

김예슬, 박지원, 강석주, "3D LUT를 이용한 모바일 디스플레이의 효율적인 색상 편차 보정 알고리즘", 대한전자공학회논문지

ACK: DB 글로벌칩, IITP-2024-RS-2023-00260091

김현성, 공경보, 김기훈, 이제임스, 차전호, 장호덕, 위동윤, 강석주, "행동 조건부 변환기 VAE와 저순위 분해를 활용한 인간 모션 생성의 향상된 제어" 대한전자공학회논문지 (View)

ACK: IITP-RS-2022-00156318, RS-2024-00414230

Deep Learning-based Image Deblurring for Display Vision Inspection

S. J. MIN, K. Kong, and S.-J. Kang. Society for Information Display's Display Week, May. 2023.
ACK: 2021R1A2C1004208, 2021M3H2A1038042

A Novel Framework for Generating In-the-Wild 3D Hand Datasets (View)

J. Park*, K. Kong*, and S.-J. Kang, 7th ICCV workshop on Observing and Understanding Hands in Action (HANDS), Oct. 2023.
ACK: 2021R1A2C1004208, IITP-2023-RS-2023-00260091

SEFD : Learning to Distill Complex Pose and Occlusion (View) (Project Page)

C. H. Yang*, K. Kong*, S. J. Min*, G. Cha, H. D. Jang, D. Wee, and S.-J. Kang, International Conference on Computer Vision (ICCV), Oct. 2023.
ACK: 2021R1A2C1004208, IITP-2023-RS-2023-00260091

Diffusion-Based Image Generation for Display Defect Detection

C. H. Lee*, J. K. Kim*, and S.-J. Kang, The 23rd International Meeting on Information Display (IMID), Aug. 2023.
ACK: 2021R1A2C1004208, 2020M3H4A1A02084899

Remaining Useful Life Prediction through Meaningful Feature Extraction Using SHAP

Y. I. Park, and S.-J. Kang, The 23rd International Meeting on Information Display (IMID), Aug. 2023.
ACK: 2021R1A2C1004208

Speech and Text-based Motion Generation and Matching System (View)

J. H. Shin, J. Park, and S.-J. Kang, International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC), Jun. 25-28, 2023.
ACK: 2021R1A2C1004208

Optimization of Video Repetitive Action Counting for Efficient Inference on Edge Devices (View)

H. Yu, Y. B. Cho, and S.-J. Kang, International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC), Jun. 25-28, 2023.
ACK: 2021R1A2C1004208, 2021M3H2A1038042, IO201218-08232-01

FeedFormer: Revisiting Transformer Decoder for Efficient Semantic Segmentation (View)

J. H. Shim, H. Yu, K. Kong, and S.-J. Kang, Association for the Advancement of Artificial Intelligence (AAAI), Feb. 7-14, 2023.
ACK: 2021R1A2C1004208, 2021M3H2A1038042, IO201218-08232-01

InvHDR: Inverse Tone Mapping With Invertible Neural Network (View)

J. K. Kim, and S.-J. Kang, International Conference on Electronics, Information, and Communication (ICEIC), Feb. 5-8, 2023.
ACK: P0020535. 2021M3H2A1038042

Multi-view stereo with recurrent neural networks for spatio-temporal consistent depth maps (View)

H. S. Son, and S.-J. Kang, International Conference on Electronics, Information, and Communication (ICEIC), Feb. 5-8, 2023.
ACK: 2021R1A2C1004208, 2021M3H2A1038042

Whole-body Human Mesh Reconstruction with Transformer (View)

J. Park, and S.-J. Kang, International Conference on Electronics, Information, and Communication (ICEIC), Feb. 5-8, 2023
ACK: 2021R1A2C1004208, 2021M3H2A1038042

An Unified Framework for Language Guided Image Completion (View)

J. H. Kim*,  S. H. Jeong*,  K. Kong*, and S.-J. Kang, IEEE Winter Conference on Applications of Computer Vision (WACV), Jan. 3-7, 2023.
ACK: 2021R1A2C1004208

Unifying Domain Adaptation and Energy-Based Techniques for Person Search

J. Pak*, C. Jeon*,  and S.-J. Kang, IEEE International Conference on Visual Communications and Image Processing (VCIP), Dec. 4-7, 2023.
ACK: 2020M3H4A1A02084899, P0020535

Optimized Image Quality Determination for Backlight Dimming

N.R. Kim,  and S.-J. Kang, International SoC Design Conference (ISOCC)
ACK: IITP-2023-RS2023-00260091, 2020M3H4A1A02084899, P0020535

Efficient Framework for Blind High-Resolution Image Reconstruction

S.J. Na,  and S.-J. Kang, International Conference On Consumer Electronics (ICCE) Asia
ACK: 2020M3H4A1A02084899, 2021R1A2C1004208

Cross-aware Early Fusion with Stage-dived Vision and Language Transformer Encoders for Referring Image Segmentation (View)

Y. B. Cho*, H. W. Yu*, and S.-J. Kang, IEEE Transactions on Multimedia, vol.26, pp. 5823-5833, 2023.
ACK: IO201218-08232-01, IITP2023-RS-2023-00260091, 2021R1A2C1004208, 2020M3H4A1A02084899

MosaicMVS: Mosaic-based Omnidirectional Multi-view Stereo for Indoor Scenes (View)

M. J. Shin*, W. J. Park*, M.J. Cho*, K. B. Kong*, H. Son,  J. S. Kim, K. J. Yun,  G.S. Lee, and S.-J. Kang, IEEE Transactions on Multimedia, vol.26 pp.8279-8290, 2023.
ACK: 2018-0-00207, 2021R1A2C1004208

Human Body-Aware Feature Extractor Using Attachable Feature Corrector for Human Pose Estimation (View)

G. Kim, H. Kim, K. B. Kong, J. W. Song, and S.-J. Kang, IEEE Transactions on Multimedia, vol.25, no. 18, pp. 5789-5799, 2023.
ACK: R2020040058, 2020M3C1B8081320, 2021M3H2A1038042

Classification Network-Guided Weighted K-means Clustering for Multi-Touch Detection (View)

J. Lee*, J. H. Yun*, J. H. Shim*, and S.-J. Kang, IEEE Sensors Journal, vol.23, no. 18, pp. 21397-21407, Sept. 2023.
ACK: IITP-2023-RS-2023-00260091, 2021R1A2C1004208, 2021M3H2A1038042

Out-of-Focus Image Deblurring for Mobile Display Vision Inspection (View)

S.-J. Min, K. B. Kong, and S.-J. Kang, IEEE Transactions on Circuits and Systems for Video Technology, vol.33, no. 9, pp. 5309-5317, 2023, Sept. 2023.
ACK: 2021M3H2A1038042, 2021R1I1A1A01051225, IITP-2023-RS-2023-00260091

Improving Gaze Tracking in Large Screens with Symmetric Gaze Angle Amplification and Optimization Technique (View)

J. K. Kim*, J. Park*, Y. K. Moon and S.-J. Kang, IEEE Access, vol.11, pp.85799-85811, June 2023.
ACK: 2021R1A2C1004208, R2020040058, 2021M3H2A1038042

Pseudo-label Vector-guided Parallel Attention Network for Remaining Useful Life Prediction (View)

Y. I. Park, J.W. Song, and S.-J. Kang, IEEE Transactions on Industrial Informatics, vol.19, no. 4, pp. 5602-5611, April. 2023.
ACK: 2021M3H2A1038042, IO201218-08232-01, 2021M3H2A1038042

비전 트랜스포머 모델 양자화 연구 동향

양진철, 강석주*, 대한전자공학회 2023년도 추계학술대회, Nov 24 - Nov 25, 2023.
ACK: IO201218-08232-01, IITP-2023-RS-2023-00260091

Hybrid selection method for optimal geodesic distance algorithm selection

오하니, 양창희, 강석주*, 대한전자공학회 제 33회 신호처리합동학술대회, Sep 21 – Sep 22, 2023.
ACK: 2021R1A2C1004208, IITP-2023-2023-00260091

Wavelet 변환을 이용한 그래프 기반 시계열 데이터 이상치 검출

이준호, 박예인, 조민지, 강석주*, 대한전자공학회 제 33회 신호처리합동학술대회, Sep 21 – Sep 22, 2023. (Third Best Paper Award)
ACK: IITP-2023-RS-2023-00260091, 2021M3H2A1038042

최신 딥러닝 영상복원 모델에 기반한 JPEG 압축 영상의 블라인드 초해상화

나송주, 남윤찬, 조영수, 이지호, 문병현, 강석주*, 생산제조학회 춘계학술대회, July 12 – July 14, 2023.
ACK: 2020M3H4A1A02084899

텍스트 기반 인간 동작 생성을 위한 트랜스포머 기반 모델의 positional encoding 영향 비교

강찬희, 염수웅, 강석주*, 생산제조학회 춘계학술대회, July  12 – July 14, 2023.
ACK: P0020535

자율 주행 차량용 카메라 이미지 오염 감지를 위한 확산 모델 에너지 기반 이상 탐지 네트워크

문승훈, 전창렬, 이정훈, 정동혁, 염석주, 강석주*, 대한전자공학회 하계학술대회, June 28 – June 30, 2023.
ACK: 현대자동차

문승훈, 전창렬, 이정훈, 정동혁, 염석주, 강석주, "자율 주행 차량 후방 카메라 오염 탐지를 위한 에너지 기반 학습 외 분포 데이터 탐지 네트워크와 확산 모델 기반 데이터셋", 전자공학회논문지: Vol. 60 No. 11 (2023-11) (View)

S. H. Moon, C. H. Yang, B. W. Kang, and S.-J. Kang, "Real-time Detection of Specific Events: A Case Study of Detecting Falls," IEIE Transactions on Smart Processing & Computing, 12.2: 171-177, April 2023. (View)

ACK: 22PQWO-C153359-04

Performance Comparison of Soiling Detection Using Anomaly Detection Methodology (View)

J. H. Lee, C. R. Jeon, S. J, Kang, International SoC Design Conference (ISOCC), Gangneung, Korea, Oct. 2022
ACK: P0020535

MosaicMVS: Mosaic-based omnidirectional depth estimation for view synthesis (View)

M. J. Shin*, M. J. Cho*, W. J. Park, K. Kong, J. S. Kim, K. J. Yun,  G. S. Lee and S.-J. Kang, The 4th ECCV Workshop on Learning to Generate 3D Shapes and Scenes, Oct. 2022.
ACK: 2022-0-00022, 2021R1A2C1004208

Anomaly Segmentation Using Class-aware Erosion and Smoothing (View)

B. W. Kang, J. H. Kwak, and S.-J. Kang, The 7th International Conference On Consumer Electronics (ICCE) Asia,  Oct. 2022.
ACK: 22PQWO-C153369-04, 2021M3H2A1038042

Deep Learning-based Data Augmentation for Display Defect Detection

[Invited Talk] C. H. Lee, J. K. Kim, and S.-J. Kang, The 29th International Display Workshops (IDW), Fukuoka, Japan, Dec. 2022.
ACK: 2021M3H2A1038042, 22PQWO-C153369-04

Selective TransHDR: Transformer-based selective HDR Imaging using Ghost Region Mask (View)

J. W. Song*, Y. I. Park*, K. Kong, J. H. Kwak, and S.-J. Kang, Proceedings of the European Conference on Computer Vision (ECCV). Oct. 2022.
ACK: 2021R1A2C1004208

NTIRE 2022 Burst Super-Resolution Challenge (View)

Y. C. Nam*, Y. S. Jo* and S.-J. Kang, CVPR 2022 Workshop on New Trends in Image Restoration and Enhancement workshop and challenges on image and video processing, Jun. 2022.

Deep Anti-Aliasing: Image Restoration for Enhancing Display Defects Detection

[Invited Talk] S. J. Min, K. Kong, and S.-J. Kang,The 22nd International Meeting on Information Display (IMID), Aug. 2022.
ACK: 2021R1A2C1004208, 2020M3H4A1A02084899, 2021M3H2A1038042

Burst Super Resolution Using Enhanced Residual Deformable Alignment and MAP estimation for Display Resolution Enhancement (View)

Y. C. Nam*, Y. S. Jo*, and S.-J. Kang, The 22nd International Meeting on Information Display (IMID), Aug. 2022.
ACK: 2020M3H4A1A02084899, 2021M3H2A1038042, 22PQWO-C153369-04

Stretch-aware Luminance Compensation for Stretchable Displays

S. H. Jung*, J. H. Kim* and S.-J. Kang, The 22nd International Meeting on Information Display (IMID), Aug. 2022.
ACK: 2021R1A2C1004208, 2020M3H4A1A02084899

Brightness Compensation of Outpainted Image for Stretchable Display

J. H. Kim*, and S.-J. Kang, The 22nd International Meeting on Information Display (IMID), Aug. 2022.

Semi-supervised Anomaly Detection with Reinforcement Learning (View)

C. H. Lee*, J. K. Kim* and S.-J. Kang, The 37th International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC), Jul. 2022.
ACK: 22PQWO-C153369-04, 2021R1A2C1004208,2021-0-02308

Class Attention Transfer for Semantic Segmentation (View)

Y. B. Cho* and S.-J. Kang, IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS), Jun. 2022. 
ACK: IITP-2021-2018-0-01421, 2021R1A2C1004208

Deep Learning-based Real-time Segmentation for Edge Computing Devices (View)

J. H. Kwak*, H. Yu*, Y. B. Cho* and S.-J. Kang, IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS), Jun. 2022.
ACK: IITP-2020-2018-0-01421

Deep Learning-Based Image Enhancement for HDR Imaging (View)

[Invited Talk] Y. I. Park, J. W. Song and S.-J. Kang, The SID International Symposium, Seminar, and Exhibition, San Jose, USA, May. 2022.
ACK: 2021R1A2C1004208, 2020M3H4A1A02084899

Vision Transformer-based Retina Vessel Segmentation With Deep Adaptive Gamma Correction (View)

H. Yu*, J. H. Shim*, J. H. Kwak*, J. W. Song* and S.-J. Kang, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May. 2022.
ACK: 2021R1A2C1004208, IITP-2021-2018-0-01421

Integrated In-vehicle Monitoring System Using 3D Human Pose Estimation and Seat Belt Segmentation (View)

G. Kim*, H. Kim*, K. Kim, S. S. Cho, Y. H. Park and S.-J. Kang, AAAI 2022 Workshop on AI for Transportation, Vancouver, British Columbia, Canada, Feb. 2022.
ACK: 2022-0-00022, 2021R1A2C1004208

Parallel Attention Network using Vector with High Correlation with Label for Remaining Useful Life Estimation (View)

Y. I. Park, J. W. Song and S.-J. Kang, AAAI 2022 Workshop on AI for Design and Manufacturing (ADAM), Vancouver, British Columbia, Canada, Feb. 2022.
ACK: IITP-2021-2018-0-01421, 2021R1A2C1004208

AnoSeg: Anomaly Segmentation Network Using Self-Supervised Learning (View)

J. W. Song*, K. Kong*, Y. I. Park, S. G. Kim and S.-J. Kang, AAAI 2022 Workshop on AI for Design and Manufacturing (ADAM), Vancouver, British Columbia, Canada, Feb. 2022.
ACK: IITP-2021-2018-0-01421, 2021R1A2C1004208

Image-Adaptive Hint Generation via Vision Transformer for Outpainting (View)

D. H. Kong*, K. Kong*, K. H. Kim*, S. J. Min* and S.-J. Kang, IEEE Winter Conference on Applications of Computer Vision (WACV), Jan. 2022.
ACK: 2020M3H4A1A02084899, 2021R1A2C1004208, 2020M3C1B8081320

Image Demoireing Via U-Net for Detection of Display Defects (View)

J. H. Kim, K. B. Kong, and S.-J. Kang, IEEE Access, vol.10, pp.68645-68654, June 2022.
ACK: 2020M3H4A1A02084899, 2021M3H2A1038042

Super-Resolving Methodology for Noisy Unpaired Datasets (View)

S.-J. Min, Y. S. Jo, and S.-J. Kang, Sensors, vol.22(20), no.8003, Oct. 2022. 
ACK: IO210819-08892-01, 2021M3H2A1038042

Distribution Density-Aware Compensation for High-Resolution Stretchable Display (View)

S. H. Jung, J. H. Kim, and S.-J. Kang, IEEE Access, vol.10, pp.72470-72479, July 2022.
ACK: 2021M3H2A1038042

Heatmap Assisted Accuracy Score Evaluation Method for Machine-Centric Explainable Deep Neural Networks (View)

J. Lee, H. Cho, Y. J. Pyun, S.-J. Kang, and H. Nam, IEEE Access, vol.10, pp.64832-64849, June. 2022.
ACK: 2019R1F1A1061114

Dynamic Hand Gesture Recognition using Improved Spatio-Temporal Graph Convolutional Network (View)

J. H. Song, K. B. Kong, and S.-J. Kang, IEEE Transactions on Circuits and Systems for Video Technology, vol.32, no. 9, pp. 6227-6239, Sept. 2022.
ACK: R2020040058, 22PQWO-C153369-04, 2020M3C1B8081320

TouchNAS: Efficient Touch Detection Model Design Methodology for Resource-Constrained Devices (View)

S. H. Ahn*, J. W. Chang*, H. S. Yoon, and S.-J. Kang, IEEE Sensors Journal, vol.22, no. 7, pp. 6784-6792, Jan. 2022.
ACK: 2021R1A2C1004208, IITP-2021-2018-0-01421, 22PQWO-C153369-04

7. Camera Pose Estimation Framework for Array Structured Images (View)

M. J. Shin*, W. J. Park*, J. H. Kim*, J. S. Kim, K. J. Yun,  and S.-J. Kang, ETRI Journal, vol.44, no.1, pp.10-23, Feb. 2022.
ACK: 2018-0-0020, TP-2021-2018-0-01421, 2021R1A2C1004208

EAGNet: Elementwise Attentive Gating Network-Based Single Image De-raining with Rain Simplification (View)

N. Ahn, S.Y. Jo, and S.-J. Kang,  IEEE Transactions on Circuits and Systems for Video Technology, vol.32, no.2, pp.608-620, Feb. 2022.
ACK: IITP-2021-2018-0-01421, 2021R1A2C1004208

실시간 Graph-Embedded Convolutional Network를  이용한 이미지 기반의 EEG 감정 분류

조영수, 이제임스, 강석주*, 대한전자공학회 추계학술대회, Nov 25 – Nov 26, 2022.
ACK: 020M3C1B8081320, 22PQWO-C153369-04

디스플레이 화질 개선을 위한 백라이트 디밍 알고리즘 방법 비교

김누리, 강석주*, 대한전자공학회 추계학술대회, Nov 25 – Nov 26, 2022.
ACK: R2020040058, 22PQWO-C153369-04

Feature Adaptation을 사용한 범용적인 Anomaly Detection 구현

나송주, 민성준, 조영수, 강석주*, 대한전자공학회 제 32회 신호처리합동학술대회, Sep 29 – Sep 30, 2022. (Best Paper Award)
ACK:

지식 증류 기반 멀티 터치 신호 분류

윤준하, 심재헌, 이제임스, 강석주*, 대한전자공학회 제 32회 신호처리합동학술대회, Sep 29 – Sep 30, 2022.
ACK:

다 시점 영상 콘텐츠 특성에 따른 딥러닝 기반 깊이 추정 방법론

손호성, 신민정, 김준수, 윤국진, 정원식, 이현우, 강석주*, 한국방송미디어공학회 하계학술대회, June 20 – June 22, 2022.
ACK: 2022-0-0002, No. 2021R1A2C100

RGB 이미지 기반 신체 및 손 자세 동시 추정 기술

박준호, 김현성, 김기훈, 강석주*, 대한전자공학회 하계학술대회, June 29 – Jul 1, 2022.
ACK: No.2021-0-02308, No.R2020040058, 22PQWO-C153359-04

스타일 전달 기반 도메인 적응을 통한 의미론적 분할 기법 연구

전창렬, 곽재호, 강석주*, 대한전자공학회 하계학술대회, June 29 – Jul 1, 2022.
ACK: No.2021-0-02308, No.R2020040058, 22PQWO-C153359-04

S. J. Min and S.-J. Kang, “Edge Map-guided Scale-iterative Image Deblurring”, 13th Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), Dec. 2021. (View)

[Invited Talk] J. H. Kim and S.-J. Kang, “Deep Learning-based Image Restoration Algorithms in Display Devices”,  The 28th International Display Workshops (IDW), Online, Japan, Dec. 2021. (View)

J. H. Shim*, K. Kong*, and S.-J. Kang, “Core-set Sampling for Efficient Neural Architecture Search”, 38th International Conference on Machine Learning Workshop (ICMLW), Jul. 2021. (View) (Spotlight)

K. Kong*, K. H. Kim*, W. J. Song, and S.-J. Kang, “Selective Focusing Learning in Conditional GANs”, 38th International Conference on Machine Learning Workshop (ICMLW), Jul. 2021. (View) (Spotlight)

[Invited Talk] J. H. Shim and S.-J. Kang, “Design Automation of Efficient Deep Neural Networks in Display Devices”,  International Meeting on Information Display (IMID), Seoul, Korea, Aug. 2021.

J. Lee and S.-J. Kang, “Skeleton action recognition using Two-Stream Adaptive Graph Convolutional Networks”, The 36th International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC), Jun. 2021. (View)

M. J. Shin, W. J. Park, J. S. Kim, K. G. Yun, W. S. Cheong and S.-J. Kang, “Understanding the Limitations of SfM-Based Camera Calibration on Multi-View Stereo Reconstruction”, The 36^th International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC), Jun. 2021. (View)

J. H. Kwak and S.-J. Kang, “Vehicle Tracking for Robust Vehicle Detection”, The 36^th International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC), Jun. 2021.

D. H. Kong, and S.-J. Kang, “Downsizing Heatmap Resolution for real-time 3D Human Pose Estimation”, The 36th International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC), Jun. 2021. (View)

J. H. Shim, and S.-J. Kang, “Neural Architecture Search for Light-weight Multi-touch Classification”, The 36th International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC), Jun. 2021. (View)

J. W. Song, Y. I. Park, J. J. Hong, S. G. Kim and S.-J. Kang, “Attention-based Bidirectional LSTM-CNN Model for Remaining Useful Life Estimation”, IEEE International Symposium on Circuits and Systems (ISCAS), Daegu, Korea, May. 2021. (View)

W. J. Park*, J. H. Kim*, J. S. Kim, K. J. Yun, W. S. Cheong and S.-J. Kang, “Structured Camera Pose Estimation for Mosaic-based Omnidirectional Imaging,” IEEE International Symposium on Circuits and Systems (ISCAS), Daegu, Korea, May. 2021. (View)

K. H. Kim, Y. H. Yun, K. W Kang, K. Gong, S. Lee, and S.-J. Kang, “Painting Outside as Inside: Edge Guided Image Outpainting via Bidirectional Rearrangement with Progressive Step Learning,” IEEE Winter Conference on Applications of Computer Vision (WACV), Jan. 2021. (View)

J. H. Kim*, S. Lee* and S.-J. Kang, “End-to-End Differentiable Learning to HDR Image Synthesis for Multi-exposure Images”,  Association for the Advancement of Artificial Intellignece (AAAI) , Feb. 2021. (View)

S.Y. Jo, S. Lee, N. Ahn, and S.-J. Kang, "Deep Arbitrary HDRI: Inverse Tone Mapping with Controllable Exposure Changes,” IEEE Transactions on Multimedia, vol.24, pp. 2713-2726, Jun. 2021. (View) (IF: 6.513)

J. Park, J. Heo, and S.-J. Kang, "Feedback-based Object Detection for Multi-person Pose Estimation," Signal Processing: Image Communication, vol.99, 116508, Nov. 2021. (View). (IF: 3.256)

S.I. Cho and S.-J. Kang," Learning Methodologies to Generate Kernel-learning-based Image Downscaler for Arbitrary Scaling Factors," IEEE Transactions on Image Processing, vol.30, pp.4526-4539, Apr. 2021. (View) (IF: 10.856)

S. Lee, S.Y. Jo, G.H. An, and S.-J. Kang, "Learning to Generate Multi-Exposure Stacks with Cycle Consistency for High-Dynamic-Range Imaging," IEEE Transactions on Multimedia, vol.23, pp. 2561-2574, Aug. 2021. (View) (IF: 6.513)

J.H. Song, and S.-J. Kang, "3D Hand Pose Estimation via Graph-based Reasoning," IEEE Access, vol.9, pp.35824-35833, Feb. 2021. (View) (IF: 3.367)

S.I. Cho, J.H. Park, and S.-J. Kang, “Generative Adversarial Network-based Image Denoiser Controlling Heterogeneous Losses,” Sensors,  vol.21(4), no.1191, Feb. 2021. (View) (IF:3.576)

Simple Siamese Network 기반 Human Pose Estimation을 위한 Backbone Network 비지도 학습 방법론 연구

김기훈, 김현성, 김기남, 강석주*, 대한전자공학회 제 31회 신호처리합동학술대회, Sep 31 – Oct 1, 2021. (Second Best Presentation Award)

U-Net의 skip architecture에 ViT를 적용한 segmentation 성능 개선에 관한 연구

유현우, 송주원, 곽재호, 강석주*, 대한전자공학회 제 31회 신호처리합동학술대회, Sep 31 – Oct 1, 2021. (Best Paper Award)

화질개선을 위한 딥러닝 기반 anti-aliasing 기법

김정현, 강석주*, IEEK Summer conference (대한전자공학회 하계학술대회), June 30 – Jul 02, 2021.
ACK: No. 2020M3H4A1A 02084899

Face Recognition with Data Augmentation

공대현,강석주*, Workshop on Image Processing and Image Understanding(IPIU), Virtual, Feb. 3-5, 2021.

딥러닝을 활용한 실시간 도로 객체 검출 및 차종 분류

곽재호,김현성,강석주*, Workshop on Image Processing and Image Understanding(IPIU), Virtual, Feb. 3-5, 2021.

조민지, 박예인, 조유빈, 강석주, "딥러닝 기반 Deraining 기법 비교 및 연구 동향", 대한임베디드공학지, Vol.16 No.5, pp.225~232, October 2021. (View)

ACK: R2020040058, 21PQWO-B153358-03

민성준, 강석주, "영상 트래킹 기반 비디오 리타겟팅 기술/특집 : 딥러닝과 영상 화질 개선", 전자공학회지, Vol.48 No.02, pp.42~48, February 2021. (View)

ACK: 2020M3H4A1A02084899, IITP-2021-2018-0-01421

김경훈, 공경보, 강석주, "딥러닝 기반 이미지 아웃페인팅 기술의 현황 및 최신 동향", 일반논문 (Regular Paper) 방송공학회논문지 제26권 제1호, 2021년 1월 (JBE Vol. 26, No. 1, January 2021) (View)

ACK: IITP-2021-2018-0-01421, 2020M3H4A1A02084899, 2018R1D1A1B07048421

J. W. Chang*, S. H. Ahn*, K. W. Kang and S.-J. Kang, “Towards Design Methodology of Efficient Fast Algorithms for Accelerating Generative Adversarial Networks on FPGAs”, Proceeding of ACM/IEEE Asia and South Pacific Design Automation Conference (ASP-DAC), pp.283-288, Jan. 2020. (View) (Best Paper Candidate)

S. Y. Jo, N. Ahn and S.-J. Kang, “Lightweight Tone-mapped HDRNET with Exposure Stack Generation”, The SID International Symposium, Seminar, and Exhibition, San Francisco, USA, Jun. 2020. (View)

H. S. Yoon, S.H. Ahn, K. W. Kang,  I. H. Lee, S. J. Park, Y. A. Ma, S.-J. Kang, “Convolutional Neural Network-based Multi-touch Detection Technique on Learning from Class-imbalanced Dataset”, The SID International Symposium, Seminar, and Exhibition, San Francisco, USA, Jun. 2020. (View)

J. Heo, G. Kim, J. Park, Y. Kim, S. S. Cho, C. W. Lee and S.-J. Kang*, “Lightweight Deep Neural network-based Real-Time Pose Estimation on Embedded Systems”, Intelligent Vehicle Symposium, Las Vegas, NV, USA,  Jun. 2020. (View)

S.H. Ahn, J. W. Chang and S.-J. Kang, “An Efficient Accelerator Design Methodology for Deformable Convolutional Networks”, IEEE International Conference on Image Processing (ICIP), Abu Dhabi, United Arab Emirates (UAE), Oct. 2020. (View)

J. W Song, N. Ahn and S.-J. Kang, “Deep Learning-based Mura Detection With Atrous Spatial Pyramid Pooling”, International Meeting on Information Display (IMID), Seoul, Korea, Aug. 2020.

Y. I. Park, S. Y. Jo and S.-J. Kang, “Deep Learning-based HDR Generator Focused On Saturated Area Restoration”, International Meeting on Information Display (IMID), Seoul, Korea, Aug. 2020.

J. S. Choi and S.-J. Kang, “Sequential Compression Using Efficient LUT Correlation for Display Defect Compensation”, International SoC Design Conference (ISOCC), Yeosu, Korea, Oct. 2020. (View) (Best Paper Award)

Y. I. Park, J. W. Song and S.-J. Kang, “HDR Image Generator Focused on Saturated Region Restoration with Contextual Loss”,  International SoC Design Conference (ISOCC), Yeosu, Korea, Oct. 2020. (View)

J. H. Song, S.-J. Kang, “Fast 3D Hand Pose Estimation for Real-time System”, International SoC Design Conference (ISOCC), Yeosu, Korea, Oct. 2020. (View)

J. H. Kim*, S. Lee* and S.-J. Kang, “End-to-End Differentiable Learning to HDR Image Synthesis for Multi-exposure Images”,  Neural Information Processing Systems Workshop (NeurIPSW), Dec. 2020. (View)

S.-J. Lee, S. Lee, S. I. Cho and S.-J. Kang, "Object Detection-based Video Retargeting with Spatial-Temporal Consistency," IEEE Transactions on Circuits and Systems for Video Technology, vol.30, no.12, pp.4434-4439, Dec. 2020. (View) (Videos) (IF: 4.046) (The top 50 most frequently downloaded documents, 2020)

S. I. Cho and S.-J. Kang,"Extrapolation-Based Video Retargeting with Backward Warping Using an Image-to-Warping Vector Generation Network",  IEEE Signal Processing Letters, vol.27, no.1, pp.446-450, Dec. 2020. (View) (IF: 3.268)

S. I. Cho and S.-J. Kang," Temporal Incoherence-free Video Retargeting Using Foreground Aware-extrapolation," IEEE Transactions on Image Processing, vol.29, no.1, pp.4848-4861, Dec. 2020. (View) (IF: 6.79)

S. I. Cho and S.-J. Kang," Dictionary-based Interpolation Technique for Text Quality Enhancement," Journal of Information Display, pp.1-7, Nov. 2020. (View) (IF: 3.70)

S. Lee, G. H. An, J. Kim, K. Yun, W. S. Jung, and S.-J. Kang, "Tri-Level Optimization-based Image Rectification for Polydioptric Cameras," Signal Processing: Image Communication, vol.87, 115884, Sep. 2020. (View) (IF: 2.779)

Y. Yun, S.-J. Lee, and S.-J. Kang, "Motion Recognition-based Robot Arm Control System Using Head Mounted Display," IEEE Access, vol.8, pp.15017-15026, Jan. 2020. (View) (IF: 4.098)

J. W. Chang, K. W. Kang, and S. J Kang, "An Energy-Efficient FPGA-based Deconvolutional Neural Networks Accelerator for Single Image Super-Resolution," IEEE Transactions on Circuits and Systems for Video Technology, vol.30, no. 1, pp.281-295, Jan. 2020. (View) (IF: 4.046) (The top 50 most frequently downloaded documents, 2020)

김기남, 허준호, 박재서, 강석주*, “Deep Learning-based Keypoints Detection Using Lightweight Model,” Workshop on Image Processing and Image Understanding (IPIU), Jeju, Feb. 5-7, 2020.

박우준, 안세현, 강석주*, “ Single Image Super Resolution via Jointly Trained Hardware Optimized Layer-wise Quantizer,” Workshop on Image Processing and Image Understanding (IPIU), Jeju, Feb. 5-7, 2020.

송주원, 강석주*, “Multiple Object annotation Using Confidence-Calibrated Classifier,” Workshop on Image Processing and Image Understanding (IPIU), Jeju, Feb. 5-7, 2020.

김현성, 강석주, “Pose Estimation 기반 보행자 행동 분석 및 이상 검출 기술”, 제 30회 신호처리합동학술대회(KSPC),Korea, Sep.24-30, 2020.

안세현, 강석주, “경량화된 딥러닝 구조를 이용한 실시간 초고해상도 영상 생성 기술,” 2020년 한국방송미디어공학회 추계학술대회, Nov.27-28, 2020.

서유림, 강석주, “SqueezeNet 기반의 지식 증류 기법을 활용한 초해상도 기법,” 2020년 한국방송미디어공학회 추계학술대회, Nov.27-28, 2020.

김경훈, 허준호, 강석주, "CPU 환경에서의 실시간 동작을 위한 딥러닝 기반 다중 객체 추적 시스템", 일반논문 (Regular Paper) 방송공학회논문지 제25권 제2호, 2020년 3월 (JBE Vol. 25, No. 2, March 2020) (View)

ACK: 2018R1D1A1B07048421, 19PQWO-B153369-01, IITP-2020-2018-0-01421

서유림, 강석주 "딥러닝 기반 Super Resolution 기술의 현황 및 최신 동향", 방송과 미디어 제25권 제2호 (최신 미디어와 인공지능), 2020년 5월 (JBE Vol. 25, No. 2, May 2020) (View)

ACK: 20PQWO-B153358-02, IITP-2020-2018-0-01421

S. J. Lee*, K. W. Kang*, S. Lee, and S.-J. Kang, “A Decomposition Method of Object Transfiguration”, SIGGRAPH Asia 2019 Technical Briefs. ACM, Nov. 2019. (View)

J. Park, Y. Lee, J. Heo and S.-J. Kang*, “Convolutional Neural Network-based Jaywalking Data Generation and Classification”, International SoC Design Conference(ISOCC), Jeju, Korea, Oct. 2019. (View) (Best Paper Award)

J. Heo, J. Park and S. J. Kang, “Deep Learning-based Object Focused Optical Flow Estimation for Contents-aware Display System”, International Meeting on Information Display (IMID), Gyeongju, Korea, Aug. 2019. (Best Paper Award)

S. Y. Jo, N. Ahn and S. J. Kang, “Deep Learning-based HDR Imaging for Virtual Reality Head Mounted Displays”, International Meeting on Information Display (IMID), Gyeongju, Korea, Aug. 2019.

J. S. Choi, S. J. Lee and S.-J. Kang, “Deep learning-based data augmentation for display defect detection”, International Meeting on Information Display (IMID), Gyeongju, Korea, Aug. 2019.

Y. L. Seo, S. H. Ahn, K. W. Kang and S.-J. Kang, “Optimal Quantization Selection for Fixed Point-based Convolution Neural Network”, International Meeting on Information Display (IMID), Gyeongju, Korea, Aug. 2019.

J. W. Chang, K. W. Kang and S. J Kang, “SDCNN: An efficient sparse deconvolutional neural network accelerator on FPGA,” Proceedings of Design, Automation & Test in Europe (DATE), Mar. 2019. (View)

N. Ahn and S.-J. Kang, “Multi-View image-based Vehicle Brand Recognition System with Cascaded Convolutional Neural Network”, 2019 IEEE International Conference on Consumer Electronics (ICCE). Jan. 2019. (View)

Y. Lee and S.-J. Kang, “Web Scraping Crawling-based Automatic Data Augmentation for Deep Neural Networks-based Vehicle Classifications”, 2019 IEEE International Conference on Consumer Electronics (ICCE). Jan. 2019. (View)

Y. Lee, N. Ahn, J. H. Heo, S. Y. Jo, and S.-J. Kang,"Teaching Where to See: Knowledge Distillation-based Attentive Information Transfer in Vehicle Maker Classification," IEEE Access, vol.7, pp.86412-86420, Jul. 2019. (View) (IF: 4.098)

S. I. Cho and S.-J. Kang,"Power Control Technique Using Error Distribution Analysis for Ultrasound Imaging Displays," Electronics, vol. 8(5), no.471, April. 2019. (View) (IF: 1.764)

N. Ahn, S. Y. Jo, and S.-J. Kang,"Constraint-Aware Electric Power Consumption Estimation for Electric Vehicle Charging Station Placement," Energies, vol.12(6), no.1000, pp.1-13, Mar. 2019. (View), (IF: 2.707)

S. I. Cho and S.-J. Kang,"Histogram Shape-based Scene-change Detection Algorithm," IEEE Access, vol.7, pp.27662-27667, Feb. 2019. (View) (IF: 4.098)

S. I. Cho and S.-J. Kang,"Gradient Prior-aided CNN Denoiser with Separable Convolution-based Optimization of Feature Dimension," IEEE Transactions on Multimedia, vol.21, no.2, pp.484-493, Feb. 2019. (View) (IF: 5.452)

김중희, 제현승, 김동주, 강석주*, “스테리오 카메라를 이용한 CNN 기반의 SLAM,” Workshop on Image Processing and Image Understanding (IPIU), Jeju, Feb. 13-15, 2019.

서유림, 안세현, 강건우, 강석주*, “Binary Weight CNN Accelerator for Super Resolution on FPGA,” Workshop on Image Processing and Image Understanding (IPIU), Jeju, Feb. 13-15, 2019.

윤여훈, 김중희, 안권환, 이시영, 윤국진, 정원식, 강석주*, “최적 패턴 구조를 사용한 전방위 카메라 캘리브레이션,” 한국통신학회 2019년도 동계종합학술발표회, Jan. 232, 2019.

윤현석, 최주성, 안세현, 강석주*, “Convolutional Neural Network를 이용한 Mura 형태 분석,” 신호처리합동학술대회, 한국과학기술원, Sept. 26-27, 2019

허준호, 이윤수, 강석주*, “입력 영상 전처리를 통한 향상된 딥러닝 기반 차량 세부 분류기,” 신호처리합동학술대회, 한국과학기술원, Sept. 26-27, 2019

김경훈, 강석주. “딥러닝 기반 실시간 다중 객체 추적 시스템.” 한국방송미디어공학회 학술발표대회 논문집 (2019): 246-246. (View)

김중희, 윤여훈, 김준수, 윤국진, 정원식, 강석주, "다중 입체 영상 획득을 위한 정밀 카메라 캘리브레이션 기법", 방송공학회 특집 논문(Special Paper) 방송공학회논문지 제24권 제6호, 2019년 11월 (JBE Vol. 24, No. 6, November 2019) (View)

ACK: IITP-2020-2018-0-01421, 2018R1D1A1B07048421

S. Y. Jo, N. Ahn, Y. Lee, and S.-J. Kang, “Transfer Learning-based Vehicle Classification”, International SoC Design Conference(ISOCC), Daegu, Korea, Nov. 2018. (View)

S. Kim, M. W. Seo, S. J. Lee and S.-J. Kang, “Object Tracking-based Foveated Super-Resolution Convolutional Neural Network for Head Mounted Display,” SIGGRAPH Asia 2018, ACM, Tokyo, Japan, Dec. 2018. (View)

S. Lee, G. H An and S. J Kang. “Deep Recursive HDRI: Inverse Tone Mapping using Generative Adversarial Networks.” Proceedings of the European Conference on Computer Vision (ECCV). Sep. 2018. (View)

J. W. Chang, K. W. Kang and S. J. Kang*, “FPGA-optimized Image Super-Resolution for Virtual Reality Using Deep Learning”, International Meeting on Information Display (IMID), Busan, Korea, Aug. 2018. (Best Paper Award)

S. Kim, Y. Lee, N. Ahn, and S.-J. Kang*, “Driver Identification System Using Convolutional Neural Network with Background Removal-based Infrared Data Augmentation”, Intelligent Vehicle Symposium, Chang Shu, China, Jun. 2018. (View)

J. W. Chang and S. J Kang, “On-Chip CNN Accelerator for Image Super-Resolution”, Proceedings of ACM/IEEE Design Automation Conference (DAC-WIP), San Francisco, CA, USA, Jun. 2018. (View)

K. W. Kang, M. W. Seo, S. L. Lee, H. C. Lee, E. Y. Oh, J. S. Baek and S.-J. Kang*, “Head Movement-based Motion Blur Measurement System for Head Mounted Displays”, The SID International Symposium, Seminar, and Exhibition, Los Angeles, USA, May. 2018. (View)

G. H. An, S. Lee, Y. D. Ahn and S.-J. Kang*, “Deep Tone-mapped HDRNET for High Dynamic Range Image Restoration”, The SID International Symposium, Seminar, and Exhibition, Los Angeles, USA, May. 2018. (View)

Y. D. Ahn, J. W. Chang, S. I. Cho and S.-J. Kang, “Wireless Communication Module-based User Identification Technique,” International Symposium on Innovation in Information Technology and Application, Malaysia, Jan. 29 – Feb. 2, 2018. (View)

S. I. Cho and S.-J. Kang, ” Real-time People Counting System Using Simplified Motion Detection,” International Symposium on Innovation in Information Technology and Application, Malaysia, Jan. 29 – Feb. 2, 2018. (View)

J. W. Chang and S. J.Kang, “Optimizing FPGA-based Convolutional Neural Networks Accelerator for Image Super-Resolution”, Proceedings of ACM/IEEE Asia and South Pacific Design Automation Conference (ASP-DAC), Jan. 2018. (View)

H. S. Lee, S.-J. Kang, and Y. H. Kim,"Scrolling text detection based on region characteristic analysis for frame rate up-conversion," Displays, vol.55, pp.19-30, Dec. 2018. (View) (IF: 1.526)

G. H. An, S. Lee, M. W. Seo, K. Yun, W. S. Cheong, and S.-J. Kang, "Charuco Board-based Omnidirectional Camera Calibration Method," Electronics, vol. 7(12), no.421, Dec. 2018. (View) (IF: 2.110)

S. I. Cho and S.-J. Kang,"Real-time People Counting System for Customer Movement Analysis," IEEE Access, vol.6, pp.55264-55272, Oct. 2018. (View) (IF: 3.557)

J. W. Chang and S.-J. Kang,"Real-time Vehicle Detection and Tracking Algorithm for Forward Vehicle Collision Warning," Journal of Semiconductor Technology and Science (JSTS), vol.18, no.5, Oct. 2018. (View) (IF: 0.515)

S. Lee, G. H. An, and S.-J. Kang, "Deep Chain HDRI: Reconstructing a High Dynamic Range Image from a Single Low Dynamic Range Image," IEEE Access, vol.6, pp.49913-49924, Sep. 2018. (View) (IF: 3.557)

S. W. Choi, S. Y. Lee, M. W. Seo, and S.-J. Kang, "Time Sequential Motion-to-Photon Latency Measurement System for Virtual Reality Head Mounted Displays," Electronics, vol.7(9), no.171, Sep. 2018. (View) (IF: 2.110)

S. I. Cho and S.-J. Kang,"Geodesic Path-Based Diffusion Acceleration for Image Denoising," IEEE Transactions on Multimedia, vol.20, no.7, pp.1738-1750, Jul. 2018. (View) (IF: 3.509)

G. H. An, Y. D. Ahn, S. Y. Lee, and S.-J. Kang, "Perceptual Brightness-based Inverse Tone Mapping for High Dynamic Range Imaging," Displays, vol.54, pp.1-8, Sep. 2018. (View) (IF: 1.175)

김중희, 강석주*, Stereo SLAM based on CNN Depth Estimation, 제 1회 반도체공학회 학술대회, Dec, 21, 2018 (Best Paper Award)

서유림, 안세현, 강석주*, Super-Resolution on FPGA with CNN, 제1회 반도체공학회 학술대회, Dec 21, 2018

윤여훈, 이승준, 강석주*, HMD의 움직임 인식 기반 실시간 원거리 카메라 각도 제어, 제1회 반도체공학회 학술대회, Dec 21, 2018

S. J. Lee, S.-J. Kang*, 관심 영역 보존을 고려한 이미지 리사이징 최적화 기법 연구, 한국방송미디어공학회 2018년 하계학술대회, Jun 20-22, 2018

N. Ahn, S.-J. Kang*, Generative Adversarial Network를 이용한 야간 도로 영상 보정 시스템, 한국방송미디어공학회 2018년 하계학술대회, Jun 20-22, 2018 (Best Paper Award)

K.W. Kang, S.-J. Kang*, HOG 특징 기반 SVM을 활용한 화물차 분류 시스템, 한국방송미디어공학회 2018년 하계학술대회, Jun 20-22, 2018

Y. Lee, S.-J. Kang*, 웹 서버 기반 전기차 충전소 전력 소모량 및 교통량 모니터링 시스템, 한국방송미디어공학회 2018년 하계학술대회, Jun 20-22, 2018

S. J. Lee, S. W. Choi, S.-J. Kang*, The remote live streaming of 360 camera with VR, 제 25회 반도체학술대회, Feb 05-07, 2018

N. Ahn, S. Kim, S.-J. Kang*, 적외선 영상 기반 딥러닝을 이용한 운전자 감시 시스템, 제 25회 반도체학술대회, Feb 05-07, 2018

K. W. Kang, M. W. Seo, S.-J. Kang*, 인지적 특성을 고려한 Head Mounted Display 기반 2D-to3D Mapping 기술, 제 25회 반도체학술대회, Feb 05-07, 2018

Y. Lee, S. Kim, S.-J. Kang*, Web Crawler 및 GrabCut 알고리즘 기반 데이터베이스 구축 시스템, 제 25회 반도체학술대회, Feb 05-07, 2018 (Best Paper Award)

안남현, 강석주, "운전자 안정성 향상을 위한 Generative Adversarial Network 기반의 야간 도로 영상 변환 시스템", 방송공학회 특집 논문 (Special Paper) 방송공학회논문지 제23권 제6호, 2018년 11월 (JBE Vol. 23, No.6, November 2018) (View)

ACK: IITP-2018-0-01421, 20161210200560

S. J. Lee and S.-J. Kang*, "Omnidirectional Camera-based Image Rendering Synchronization System Using Head Mounted Display", Journal of The Transactions of The Korean Institute of Electrical Engineers (대한전기학회논문지), vol.67, no.6, pp. 782~788, June 2018 (View)

ACK: 17CTAP-C114672-02, R17XA05-28, 20161210200560

J. W. Chang, S.-J. Kang*, M. W. S., S. W. Choi, S. L. Lee, H. C. Lee, E. Y. Oh, and J. S. Baek. “Real-time Temporal Quality Compensation Technique for Head Mounted Displays.” SIGGRAPH Asia 2017 Posters. ACM, Nov. 2017. (View)

S. Kim, G. H. An, S.-J. Kang*, “Facial Expression Recognition System Using Machine Learning”, International SoC Design Conference(ISOCC), Seoul, Korea, Nov. 2017. (View) (Best Paper Award)

B. J. Kim,  S. Y. Lee and S.-J. Kang*, “Hybrid Sensors-based Wind Turbine Blade Monitoring system”, International Symposium on Advanced Intelligent Systems(ISIS), Daegu, Korea, Oct. 2017.

Y. D. Ahn, G. H. An, Y.  S. Kim and S.-J. Kang*, “Reverse Tone Mapping with Adaptive Mapping Curve”, International Meeting on Information Display (IMID), Busan, Korea, Aug. 2017.

G. H. An, Y. D. Ahn, and S.-J. Kang*, “Backlight Uniformity Evaluation Method for 1-D Local Dimming Display”, International Meeting on Information Display (IMID), Busan, Korea, Aug. 2017.

S. P. Cheon, S. J.Kang, “Sensor-based Driver Condition Recognition using Support Vector Machine for the Detection of Driver Drowsiness,” Intelligent Vehicle Symposium, Los Angeles, USA, Jun. 2017. (View)

M. W. Seo, S. W. Choi, and S.-J. Kang, “Sensor-based Latency Reduction Method for Virtual Reality Head Mounted Display”, The SID International Symposium, Seminar, and Exhibition, Los Angeles, USA, May. 2017. (View)

Y. D. Ahn, S. Bae, and S.-J. Kang,"Power Controllable LED System with Increased Energy Efficiency Using Multi-Sensors for Plant Cultivation," Energies, vol.10(10), no.1607, pp.1-13, Oct. 2017. (View), (IF: 2.262)

Y. D. Ahn and S.-J. Kang, “Backlight Dimming based on Saliency Map acquired by Visual Attention Analysis,” Displays, vol.50, pp.70-77, Dec. 2017. (View) (IF: 1.526)

S. P. Cheon and S.-J. Kang,"An Electric Power Consumption Analysis System for the Installation of Electric Vehicle Charging Stations," Energies, vol.10(10), no.1534, pp.1-13, Oct. 2017. (View), (IF: 2.262)

H. Cho, S.-J. Kang, and Y. H. Kim,"Image Segmentation using Linked Mean-Shift Vectors and Global/Local Attributes," IEEE Trans. Circuits and Systems for Video Tech., vol.27, no.10, pp.2132-2140, Oct. 2017. (View) (IF: 3.599)

G. Bae, S. I. Cho, S.-J. Kang, and Y. H. Kim,"Dual-dissimilarity measure-based statistical video cut detection," Journal of Real-Time Image Processing, pp.1-11, Jun. 2017. (View), (IF: 2.010)

M. W. Seo, S. W. Choi, S. L. Lee, E. Y. Oh, J. S. Baek, and S.-J. Kang, "Photosensor-based Latency Measurement System for Head-Mounted Displays," Sensors, vol.17(5), no.1112, May. 2017. (View), (IF: 2.677)

S.-J. Kang, “Multi-user Identification-based Eye-tracking Algorithm Using Position Estimation,” Sensors, vol.17(1), no.41, Dec. 2017. (View) (IF: 2.033)

J. W. Chang, S.-J. Kang*, 자율 주행 차량을 위한 실시간 차량 검출 방법, IEIE SoC 설계 연구회, May 26-27, 2017

Y. D. Ahn, G. H. An, Y. S. Kim, S.-J. Kang*, Low Dynamic Range 디스플레이를 위한 High Dynamic Range 영상 Tone Mapping 기법 성능 평가 방법, IEIE SoC 설계 연구회, May 26-27, 2017

S. Lee, G. H. An, Y. D. Ahn, S.-J. Kang*, 딥러닝 기반 High Dynamic Range 영상 변환 기법, IEIE SoC 설계 연구회, May 26-27, 2017 (Best Paper Award)

Y. D. Ahn, G. H. An, Y. S. Kim, S.-J. Kang*, Adaptive Curve Mapping-based SDR to HDR conversion (적응형 커브 매핑 기반 HDR 변환 기법), 29th Workshop on Image Processing and Image Understanding, Feb 15-17, 2017

B. J. Kim and S.-J. Kang*, "Motion Estimation and Machine Learning-based Wind Turbine Monitoring System", Journal of The Transactions of The Korean Institute of Electrical Engineers (대한전기학회논문지), vol.66, no.10, pp. 1516-1522,Oct. 2017 (View)

ACK: R15XA03-08

S. Kim and S.-J. Kang*, "Image Feature-based Electric Vehicle Detection and Classification System Using Machine Learning", Journal of The Transactions of The Korean Institute of Electrical Engineers (대한전기학회논문지), vol.66, no.7, pp. 1092-1099, July 2017. (View)

ACK: 20161210200560

S. W. Choi, M. W. Seo, and S.-J. Kang, “Prediction-Based Latency Compensation Technique for Head Mounted Display”, 13th International SoC Design Conference, Jeju , Korea, Oct. 2016. (View)

Y. D. Ahn, and S.-J. Kang*, “Mapping Table based Fisheye Image Correction Using Interpolation for Time Reduction”, 13th International SoC Design Conference, Jeju, Korea, Oct. 2016. (View)

H. S. Lee, S.-J. Kang, and Y. H. Kim*, “Motion Vector Smoothing of Boundary of Moving Object for Frame Rate Up-Conversion”, 13th International SoC Design Conference, Jeju, Korea, Oct. 2016. (View)

S. Yoon, S.-J. Kang, and Y. H. Kim*, “Block-based Static Caption Detection Using Intensity Range”, IEEE Global Conference on Consumer Electronics, Kyoto, Japan, Oct. 2016. (View)

M. W. Seo, S. W. Choi, S. L. Lee, J. H. Park, E. Y. Oh, J. S. Baek and S.-J. Kang, “Motion-to-Photon Latency Analysis for Virtual Reality HMD System”, The 16th International Meeting on Information Display (IMID), Jeju, Korea, Aug. 2016.

S. P. Cheon, S. H. Kim, Y. H. Kim and S.-J. Kang*, “Performance Analysis of Stereo Matching for Multiview 3D Displays,” The 16th International Meeting on Information Display (IMID), Jeju, Korea, Aug. 2016.

S. W. Choi, M. W. Seo, S. L. Lee, J. H. Park, E. Y. Oh, J. S. Baek and S.-J. Kang, “Head position model-based Latency Measurement System for Virtual Reality Head Mounted Display”, The SID International Symposium, Seminar, and Exhibition, San Francisco, USA, May. 2016. (View)

S.-J. Kang, Y. W Jeong, J. J. Yun and S. Bae*, “Real-time Eye Tracking Technique for Multiview 3D Systems”, The 32th International Conference on Consumer Electronics, Las Vegas, USA, Jan. 2016. (View)

Y. D. Ahn and S.-J. Kang, “Overlapped Area Removal-based Image Interpolation for Head-Mounted Displays,” IEEE/OSA Journal of Display Tech., vol.12, no.12, pp.1770-1776, Dec. 2016. (View) (IF: 1.925) (The top 50 most frequently downloaded documents, 2017)

J. Hyun and S.-J. Kang, and Y. H. Kim “Configurable Controller for High-Resolution LED Display Systems,” IEEE/OSA Journal of Display Tech., vol.12, no.12, pp.1594-1601, Dec. 2016. (View) (IF: 1.925)

M. S. Patil, J. H. Seo, S.-J. Kang and M. Y. Lee, “Review on Synthesis, Thermo-Physical Property, and Heat Transfer Mechanism of Nanofluids,” Energies, vol.9(10), no.840, Oct. 2016. (View) (IF: 2.077)

S.-J. Kang, “OLED Power Control Algorithm Using Optimal Mapping Curve Determination,” IEEE/OSA Journal of Display Tech., vol.12, no.11, pp.1278-1282, Nov. 2016. (View) (IF: 1.925)

C. Y. Jang, S.-J. Kang and Y. H. Kim,"Perceived Distortion–Based Progressive LCD Backlight Dimming Method," IEEE/OSA Journal of Display Tech., vol.12, no.10, pp.1130-1138, Oct. 2016. (View) (IF: 1.925)

S. Kim, S.-J. Kang and Y. H. Kim,"Anisotropic Diffusion Noise Filtering Using Region Adaptive Smoothing Strength," Journal of Visual Communication and Image Representation, vol.40, pp.384-391, Oct. 2016. (View) (IF: 1.530)

C. Y. Jang, S.-J. Kang and Y. H. Kim,"Non-iterative Power-constrained Contrast Enhancement Algorithm for OLED Display," IEEE/OSA Journal of Display Tech., vol.12, no.11 pp.1257-1267, Nov. 2016. (View) (IF: 1.925) (The top 50 most frequently downloaded documents, 2016)

C. Y. Jang, S.-J. Kang and Y. H. Kim,"Adaptive contrast enhancement using edge-based lighting condition estimation," Digital Signal Processing, vol.58, pp.1-9, Nov. 2016. (View) (IF: 1.256)

S. W. Choi, S. Bae, and S.-J. Kang, “Adaptive Temperature Control System for LED Array Systems,” Journal of Electrical Engineering & Technology, vol.11, no.5, pp.1147-1152, Sep. 2016. (View) (IF: 0.528)

S.-J. Kang, “Perceptual Quality-aware Power Reduction Technique for Organic Light Emitting Diodes,” IEEE/OSA Journal of Display Tech., vol.12, no.6, pp.519-525, Jun. 2016. (View) (IF: 2.241) (The top 50 most frequently downloaded documents, 2016)

S. Kim, S.-J. Kang, and Y. H. Kim,"Real-time stereo matching using extended binary weighted aggregation," Digital Signal Processing, vol.53, pp.51-61, Jun. 2016. (View) (IF: 1.256)

S. I. Cho, S.-J. Kang and S. Lee, Y. H. Kim, "Extended-dimensional anisotropic diffusion using diffusion paths on inter-color planes for noise reduction," Digital Signal Processing, vol.48, pp.27-39, Jan. 2016. (View) (IF: 1.256)

S.-J. Kang and M. Y. Lee, "Multi-Directional Subpixel Rendering Technique for Ultrasound Imaging Display," Journal of Nanoelectronics and Optoelectronics, vol.11, no.1, pp.79-86, Feb. 2016. (View) (IF: 0.385)

B. J. Kim, S. W. Choi, S.-J. Kang*, Motion Vector Estimation System For Detecting Wind Turbine Blade Break (풍력발전기 블레이드 고장 진단을 위한 움직임 벡터 추정 시스템), 대한전기학회 하계학술대회, Jul 13-15, 2016

Y. D. Ahn, M. W. Seo, S.-J. Kang*, LED Control System for Plant Growth in Offshore Wind Turbines (해상 풍력 발전용 식물 성장을 위한 LED 제어 시스템), 대한전기학회 하계학술대회, Jul. 13-15, 2016

S. P. Cheon, S.-J. Kang*, “Camera-based Blade Damage Detection Technique for Wind Turbine Systems (풍력 발전 시스템용 카메라 기반 블레이드 손상도 검출 기법)”, 대한전기학회 하계학술대회, Jul. 13-15, 2016

B. J. Kim and S.-J. Kang*, “Reliability Measurement Technique of The Eye Tracking System Using Gaze Point Information”, Journal of Digital Contents Society (디지털콘텐츠학회), vol.17, SP-367, no.5, Oct 2016 (View)

ACK: 16CTAP-C114672-01

S. W. Choi and S.-J. Kang, “Edge Density-based Age Estimation Algorithm for Public Display”, The 15th International Meeting on Information Display (IMID), Daegu, Korea, Aug. 2015.

Y. D. Ahn and S.-J. Kang*, “OLED Power-Reduction Algorithm Using Gray-Level Mapping Conversion”, The SID International Symposium, Seminar, and Exhibition, San Jose, USA, May 31-June 5, 2015. (View)

S.-J. Kang, “Positional Analysis-based Scene-change Detection Algorithm”, The 31th International Conference on Consumer Electronics, Las Vegas, USA, Jan. 2015. (View)

Y. D. Ahn, S. Bae, J. J. Yun and M. Y. Lee, and S.-J. Kang, "Distance Recognition-based Intelligent LED control system," Int. Jour. of Applied Eng. Research, vol. 10, no. 13, 2015. (View)

S.-J. Kang and S. Bae, "Fast Segmentation-Based Backlight Dimming," IEEE/OSA Journal of Display Tech., vol.11, no.5, pp.399-402, May. 2015. (View) (IF: 2.241)

S.-J. Kang, S. Bae, J. J. Yun and M. Y. Lee, "Color Distortion-aware Error Control for Backlight Dimming," IEEE/OSA Journal of Display Tech., vol.11, no.1, pp.79-85, Jan. 2015. (View) (IF: 2.241)

S.-J. Kang, "Image-Quality-Based Power Control Technique for Organic Light Emitting Diode Displays," IEEE/OSA Journal of Display Tech., vol.11, no.1, pp.104-109, Jan. 2015. (View) (IF: 2.241)

Y. W. Jeong, S.-J. Kang*, “Learning-based Face Detection Technique Comparison for User Recognition”, IEEK Summer conference (대한전자공학회 하계학술대회), pp.734-736, June 21-23, 2015

B. J. Kim, Y. D. Ahn, S.-J. Kang*, “Chlorophyll estimation algorithm using Image segmentation-based plant recognition”, IEEK Summer conference (대한전자공학회 하계학술대회), pp.499-501, June 21-23, 2015

S. W. Choi, M. Y. Lee, S.-J. Kang*, “Cooling Fan Control Simulation for IoT-based LED Efficiency Enhancement”, IEEK Summer conference (대한전자공학회 하계학술대회), pp.901-903, June 21-23, 2015

H. Cho, S.-J. Kang, S. I. Cho, and Y. H. Kim,"Image Segmentation Using Linked Mean-Shift Vectors and Its Implementation on GPU," IEEE Trans. Consumer Elec., vol.60, no.4, pp.719-727, Nov. 2014. (View) (IF: 1.157)

S. C. Kim, J. H. Seo, D. Y. Lee, D. P. Hong, S.-J. Kang and M. Y. Lee, "Thermodynamic Behaviors of Magnetic-Fluid in a Thin Channel with Magnetic Field and Aspect Ratio," Inter. Jour. Precision Engineering and Manufacturing, vol. 15, no. 7, pp. 1377-1382, Jul. 2014. (View) (IF: 1.500)

D. G. Yu, S.-J. Kang, H. S. Kim, and Y. H. Kim, "Viewing Distance-Aware Backlight Dimming of Liquid Crystal Displays," IEEE/OSA Journal of Display Tech.,  vol.10, no.10, pp.867-874, Oct. 2014. (View) (IF: 1.686) (The top 50 most frequently downloaded documents)

S. I. Cho, S.-J. Kang, and Y. H. Kim, "Human Perception based Image Segmentation Using Optimizing of Color Quantization," IET Image Processing, vol. 8, no. 12, pp.761-770, Dec. 2014. (View) (IF: 0.676)

S. I. Cho, S.-J. Kang, H. S. Kim, and Y. H. Kim, "Dictionary-based anisotropic diffusion for noise reduction," Pattern Recognition Letter, vol. 46, pp.36-45,Sep. 2014.  (View) (IF: 1.062)

S.-J. Kang and Y. H. Kim,"Segmentation-based Clipped Error Control Algorithm for Global Backlight Dimming," IEEE/OSA Journal of Display Tech., vol.10, no.7, pp.568-573, Jul. 2014. (View) (IF: 1.686)

S.-J. Kang, "HSI-based Color Error-Aware Subpixel Rendering Technique," IEEE/OSA Journal of Display Tech., vol.10, no.4, pp.251-254, Apr. 2014. (View) (IF: 1.686)

S.-J. Kang, "SSIM Preservation-based Backlight Dimming," IEEE/OSA Journal of Display Tech., vol.10, no.4, pp.247-250, Apr. 2014. (View) (IF: 1.686) (The top 25 most frequently downloaded documents)

S.-J. Kang, "Adaptive Weight Allocation-based Subpixel Rendering Algorithm,"IEEE Trans. Circuits and Systems for Video Tech., vol.24, no.2, pp.224-229, Feb. 2014. (View) (IF: 2.259)

S. W. Choi, Y. W. Jung, S.-J. Kang*, “Ratio-based 3D Eye Tracking Technique”, 대한전기학회 부산지회, 부경대학교, Nov. 21, 2014 (Best Paper Award)

M. S. Chu, Y. D. Ahn, S.-J. Kang*, “Subpixel Rendering Technique for Medical Displays”, 대한전기학회 부산지회, 부경대학교, Nov. 21, 2014

B. J. Kim, Y. D. Ahn, S.-J. Kang*, “Image Quality Evaluation of PSNR-based I2GEC Dimming Algorithm”, 대한전기학회 부산지회, 부경대학교, Nov. 21, 2014

Y. D. Ahn, S.-J. Kang*, “Color Distortion and Perceptual Image Quality Comparison for Image Quality-based Backlight Dimming”, 신호처리합동학술대회, 서울대학교, Sept. 26, 2014

S. W. Choi, S.-J. Kang*, “Real-time 3-Dimensional Eye Tracking based on Depth Camera”, 신호처리합동학술대회, 서울대학교, Sept. 26, 2014

S.-J. Kang, “High Image Quality-based Backlight Dimming Using Low Computational Technique”, IEEK Summer conference (대한전자공학회 하계학술대회), pp. 675-677, June 25-27, 2014 (Best Paper Award)

S. W. Choi, S.-J. Kang*, “Skewness-based OLED Power Reduction Technique”, SoC conference, Seoul, May 17, 2014.

S.-J. Kang, Y. H. Kim*, “Adaptive Subpixel Rendering Using Sharpness Enhancement for Ultrasound Imaging”, Workshop on Image Processing and Image Understanding (IPIU), Jeju, Feb. 11, 2014

S.-J. Kang and Y. H. Kim*, "Random Pixel Sampling-based Backlight Dimming for Liquid Crystal Display", Journal of The Institute of Electronics Engineers of Korea (대한전자공학회지), vol.SP-51, no.11, Dec 2014. (View)

ACK: 동아대학교

S. W. Choi, Y. H. Kim, and S.-J. Kang*, "Histogram Matching-based Power Reduction Technique for OLED Display", Journal of The Institute of Electronics Engineers of Korea (대한전자공학회지), vol.SP-51, no.1, Jan 2014. (View)

ACK: 동아대학교

S.-J. Kang, S. I. Cho, S. Yoo and Y. H. Kim*, “Multi-histogram Based Scene Change Detection for Frame Rate Up-Conversion”, The 31th International Conference on Consumer Electronics, Las Vegas, USA, Jan. 2013. (View)

D. G. Yu, S.-J. Kang, and Y. H. Kim, "Direction-Select Motion Estimation for Motion-Compensated Frame Rate Up-Conversion," IEEE/OSA Journal of Display Tech.,  vol.9, no.10, pp.840-850, Oct. 2013. (View) (IF: 1.663) (The top 50 most frequently downloaded documents)

S.-J. Kang, "Processor-based Backlight Dimming Using Computation Reduction Technique," IEEE/OSA Journal of Display Tech., vol.9, no.10, pp.819-824, Oct. 2013. (View) (IF: 1.663)

S.-J. Kang, "Color Difference-based Subpixel Rendering for Matrix Displays," IEEE/OSA Journal of Display Tech., vol.9, no.8, pp.632-637, Aug. 2013. (View) (IF: 1.663) (The top 25 most frequently downloaded documents)

S.-J. Kang, "Adaptive Luminance Coding-based Scene-change Detection for Frame Rate Up-conversion," IEEE Trans. Consumer Elec., vol.59, no.2, pp.370-375, May. 2013. (View)  (IF: 0.941)

S. I. Cho, S.-J. Kang, and Y. H. Kim, "Image Quality-Aware Backlight Dimming with Color and Detail Enhancement Techniques," IEEE/OSA Journal of Display Tech., vol.9, no.2, pp.112-121, Feb. 2013. (View) (IF: 1.663) (The top 25 most frequently downloaded documents)

S. W. Choi, S.-J. Kang*, “OLED Power Reduction Technique Using Statistical Information”, 대한전기학회 부산지회, 동아대학교, Nov. 29, 2013

Y. D. Ahn, S.-J. Kang*, “OLED Power Reduction Technique Using Image Analysis”, 대한전기학회 부산지회, 동아대학교, Nov. 29, 2013 (Best Paper Award)

Y. D. Ahn, S.-J. Kang*, “Variation-based Power Reduction Technique for OLED”, 신호처리합동학술대회, KAIST, Oct. 11, 2013

S.-J. Kang, S. Kim, E. Oh and Y. W. Song*, “Luminance-Difference-based Adaptive Subpixel Rendering Algorithm for Matrix Displays”, The 30th International Conference on Consumer Electronics, Las Vegas, USA, Jan. 2012. (View)

S.-J. Kang and Y. H. Kim*, “Dynamic Backlight Dimming Using Multiple Histograms for Low Power Liquid Crystal Displays”, The 29th International Conference on Consumer Electronics, Las Vegas, USA, Jan. 2011. (View)

D. G. Yoo, S.-J. Kang, S. K. Lee and Y. H. Kim*, “Performance Comparison of Fast Bilateral Motion Estimation Algorithms for Frame Rate Up-Conversion”, International Meeting on Information Display (IMID), Seoul, Korea, Oct. 2010.\r\nS. I. Cho, S.-J. Kang  and Y. H. Kim*, “Global Backlight Dimming Method Using a Two-sided Gray-level Conversion for LCD”, International Meeting on Information Display (IMID), Seoul, Korea, Oct. 2010.

P. Lavole, S.-J. Kang, S. K. Lee and Y. H. Kim*, “Dynamic Global Dimming Method based on the Complementary Cumulative Distribution Function for LCD”, International Meeting on Information Display (IMID), Seoul, Korea, Oct. 2010.

S.-J. Kang, H. Ahn, H. Hong, E. Oh, I. Chung and Y. H. Kim*, “Low-Power LCDs Using an Image Integrity-Based Backlight-Dimming Algorithm”, The SID International Symposium, Seminar, and Exhibition, Seattle, USA, May. 2010. (View)

P. Lavole, S. K. Lee, S.-J. Kang and Y. H. Kim*, “Dynamic Clipping Ratio Determination for Global Backlight Dimming in LCD”, The IEEE International Symposium on Circuits and Systems (ISCAS), Paris, France, May 30-June 2, 2010. (View)

S.-J. Kang, D. G. Yoo, S. K. Lee and Y. H. Kim*, “Full Search Block Matching Algorithm using Pattern-based Sub-sampling for Low Power Hardware Implementation”, International Technical Conference on Circuits/Systems, Computers, and Communications (ITC-CSCC), Jeju, Korea, Jul. 2009. (View)

S.-J. Kang, D. G. Yoo, S. K. Lee and Y. H. Kim*, “Design and Implementation of Median Filter based Adaptive Motion Vector Smoothing for Motion Compensated Frame Rate Up-Conversion”, The 13th IEEE International Symposium on Consumer Electronics, Kyoto, Japan, May. 2009. (View)

D. G. Yoo, S.-J. Kang, S. K. Lee and Y. H. Kim*, “Adaptive Sum of the Bilateral Absolute Difference for Motion Estimation Using Temporal Symmetry”, The SID International Symposium, Seminar, and Exhibition, Texas, USA, May. 2009. (View)

S.-J. Kang, D. G. Yoo, S. K. Lee and Y. H. Kim, “Hardware Implementation of Motion Estimation Using a Sub-sampled Block for Frame Rate Up-Conversion”, International SoC Design Conference (ISOCC), Busan, Korea, Nov. 2008. (View)

D. G. Yoo, S.-J. Kang, S. K. Lee and Y. H. Kim*, “Phase Correlated Bilateral Motion Estimation for Frame Rate Up-Conversion”, International Technical Conference on Circuits/Systems, Computers, and Communications (ITC-CSCC), Shimonoseki, Japan, Jul. 2008. (View)

S.-J. Kang, D. G. Yoo, S. K. Lee and Y. H. Kim*, “Adaptive frame rate up-conversion considering low computational complexity and complex motion”, The SID International Symposium, Seminar, and Exhibition, LA, USA, May. 2008. (View)

S. K. Lee, D. G. Yoo, S.-J. Kang and Y. H. Kim*, “A Novel Image Compression Algorithm for Overdriving”, The SID International Symposium, Seminar, and Exhibition, LA, USA, May. 2008. (View)

S.-J. Kang, S. K. Lee, D. G. Yu and Y. H. Kim*, “Frame rate up-conversion with bidirectional sub-sampled block motion estimation and minimum deviation filter”, International Conference on New Exploratory Technologies, Seoul, Korea, Oct. 2007. (View)

D. G. Yoo, S.-J. Kang, S. K. Lee and Y. H. Kim*, “Adaptive color processing algorithm for frame rate up-conversion”, International Conference on New Exploratory Technologies, Seoul, Korea, Oct. 2007.

S.-J. Kang, D. G. Yoo and Y. H. Kim*, “Phase correlation-based motion estimation using variable block sizes for frame rate up-conversion”, International Technical Conference on Circuits/Systems, Computers, and Communications (ITC-CSCC), Pusan, Korea, Jul. 2007. (View)

S.-J. Kang and Y. H. Kim*, “Performance comparison of motion estimation methods for frame rate up-conversion”, International Display Workshops (IDW), Otsu, Japan, Dec. 2006. (View)

S.-J. Kang, S. I. Cho, S. Yoo, and Y. H. Kim, "Scene Change Detection Using Multiple Histograms for Motion-Compensated Frame Rate Up-Conversion," IEEE/OSA Journal of Display Tech., vol.8, no.3, pp.121-126, Mar. 2012. (View) (IF: 2.280)

S.-J. Kang and Y. H. Kim, "Multi-histogram-based Backlight Dimming for Low Power Liquid Crystal Displays," IEEE/OSA Journal of Display Tech., vol.7, no.10, pp.544-549, Oct. 2011. (View) (IF: 2.280)

S.-J. Kang, S. Yoo, and Y. H. Kim, "Dual Motion Estimation for Frame Rate Up-Conversion," IEEE Trans. Circuits and Systems for Video Tech., vol.20, no.12, pp.1909-1914, Dec. 2010. (View) (IF: 1.649)

S.-J.Kang, and Y. H. Kim, "Image Integrity-based Gray-Level Error Control for Low Power Liquid Crystal Displays," IEEE Trans. Consumer Elec., vol.55, no.4, pp.2401-2406, Nov. 2009. (View) (IF: 0.941)

S.-J. Kang, D. G. Yu, S. K. Lee, and Y. H. Kim, "Multiframe-based Bilateral Motion Estimation with Emphasis on Stationary Caption Processing for Frame Rate Up-Conversion," IEEE Trans. Consumer Elec., vol.54, no.4, pp.1830-1838, Nov. 2008. (View) (IF: 0.941)

S.-J. Kang, K. R.Cho, and Y. H. Kim, "Motion compensated frame rate up-conversion using extended bilateral motion estimation," IEEE Trans. Consumer Elec., vol.53, no.4, pp.1758-1767, Nov. 2007. (View) (IF: 0.941)

S.-J. Kang, Y. H. Kim*, “Evolutionary Algorithm-based Motion Estimation for Frame Rate Up-Conversion”, 신호처리합동학술대회, 중앙대학교, Oct. 2, 2010

S. I. Cho, S.-J. Kang, Y. H. Kim*, “Backlight Dimming System Using Bidirectional Gray-level Conversion”, SoC conference, Incheon, May 1, 2010

Alain Tran, S.-J. Kang, Y. H. Kim*, “Performance comparison of fast block matching algorithms using a new motion vector based metric”, SoC conference, Jeonju, May 16, 2009

D. G. Yoo, S.-J. Kang, S.-K. Lee, and Y. H. Kim*, “Motion acceleration model for frame rate up-conversion”, SoC conference, Jeonju, May 16, 2009

S.-J. Kang, and Y. H. Kim*, "Frame Rate Up-Conversion Using Triple Frame-based Bidirectional Motion Estimation", Journal of The Institute of Electronics Engineers of Korea (대한전자공학회지), vol.SP-47, no.4, July 2010. (View)

ACK: IDEC, LG Display