Submitted
- Robust cGAN Training with Selective Matching, IEEE Transactions on Neural Networks and Learning Systems, Submitted
- Direct anomaly segmentation with location information, IEEE Transactions on Industrial Electronics, Submitted
- Touch Gesture Recognition with Graph Convolutional Network, Signal Processing: Image Communication, Submitted
- Instance Selection for Efficient Neural Architecture Search, IEEE Transactions on Neural Networks and Learning Systems, Submitted
- 3D Human Action Control in Latent Space of Transformer Variational Autoencoder, IEEE Transactions on Circuits and Systems for Video Technology, Submitted
- Data Selective Matching for Stable Conditional Generative Adversarial Network Training, IEEE Transactions on Artificial Intelligence, Submitted
- A Unified Framework for Blind Super-Resolution via Clean Image Prior, IEEE Transactions on Circuits and Systems for Video Technology, Submitted
- Stack-based Feature Guidance for 3D Interacting Hand Pose Estimation, IEEE Transactions on Circuits and Systems for Video Technology, Submitted
- Key-to-3D: Learning Keyword Semantics for Compositional Text-to-3D Generation, IEEE Transactions on Circuits and Systems for Video Technology, Submitted
- CMVDE: Consistent Multi-view Video Depth Estimation via Geometric-Temporal Coupling Approach, IEEE Transactions on Multimedia, Submitted
2023
- 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, MosaicMVS: Mosaic-based Omnidirectional Multi-view Stereo for Indoor Scenes, IEEE Transactions on Multimedia, Accepted (IF: 7.3)
- G. Kim, H. Kim, K. Kong, J.-W. Song, and S.-J. Kang, “Human Body-Aware Feature Extractor Using Attachable Feature Corrector for Human Pose Estimation” IEEE Transactions on Multimedia, Accepted (IF: 7.3)
- J. Lee*, J. H. Yun*, J. H. Shim*, and S.-J. Kang, “Classification Network-Guided Weighted K-means Clustering for Multi-Touch Detection,” IEEE Sensors Journal, vol.23, no. 18, pp. 21397-21407, Sept. 2023. (View) (IF: 4.3)
- S.-J. Min, K. Kong, and S.-J. Kang, “Out-of-Focus Image Deblurring for Mobile Display Vision Inspection,” IEEE Transactions on Circuits and Systems for Video Technology, vol.33, no. 9, pp. 5309-5317, 2023, Sept. 2023. (IF: 8.4) (View)
- J. K. Kim*, J. H. Park*, Y.-K. Moon and S.-J. Kang, “Improving Gaze Tracking in Large Screens with Symmetric Gaze Angle Amplification and Optimization Technique,” IEEE Access, vol.11, pp.85799-85811, June 2023. (View) (IF:3.9)
- Y.-I. Park, J.W. Song, and S.-J. Kang, “Pseudo-label Vector-guided Parallel Attention Network for Remaining Useful Life Prediction,” IEEE Transactions on Industrial Informatics, vol.19, no. 4, pp. 5602-5611, April. 2023. (View) (IF: 12.3)
2022
- J.-H. Kim, K. Kong, and S.-J. Kang, “Image Demoireing Via U-Net for Detection of Display Defects,” IEEE Access, vol.10, pp.68645-68654, June 2022. (View) (IF: 3.476)
- S.-J. Min, Y.-S. Jo, and S.-J. Kang, “Super-Resolving Methodology for Noisy Unpaired Datasets,” Sensors, vol.22(20), no.8003, Oct. 2022. (View) (IF: 3.847)
- S.-H. Jung, J.-H. Kim, and S.-J. Kang, “Distribution Density-Aware Compensation for High-Resolution Stretchable Display,” IEEE Access, vol.10, pp.72470-72479, July 2022. (View) (IF: 3.476)
- J. Lee, H. Cho, Y. J. Pyun, S.-J. Kang, and H. Nam, “Heatmap Assisted Accuracy Score Evaluation Method for Machine-Centric Explainable Deep Neural Networks,” IEEE Access, vol.10, pp.64832-64849, June. 2022. (View) (IF: 3.476)
- J.-H. Song, K. Kong, and S.-J. Kang, “Dynamic Hand Gesture Recognition using Improved Spatio-Temporal Graph Convolutional Network,” IEEE Transactions on Circuits and Systems for Video Technology, vol.32, no. 9, pp. 6227-6239, Sept. 2022. (View) (IF: 5.859)
- S. H. Ahn*, J.-W. Chang*, H.-S. Yoon, and S.-J. Kang, “TouchNAS: Efficient Touch Detection Model Design Methodology for Resource-Constrained Devices,” IEEE Sensors Journal, vol.22, no. 7, pp. 6784-6792, Jan. 2022. (View) (IF: 4.325)
- M.-J. Shin*, W. J. Park*, J. H. Kim*, J. S. Kim, K. J. Yun, and S.-J. Kang, “Camera Pose Estimation Framework for Array Structured Images”, ETRI Journal, vol.44, no.1, pp.10-23, Feb. 2022. (View) (IF:1.622) (Best Paper)
- N. Ahn, S.Y. Jo, and S.-J. Kang, “EAGNet: Elementwise Attentive Gating Network-Based Single Image De-raining with Rain Simplification,” IEEE Transactions on Circuits and Systems for Video Technology, vol.32, no.2, pp.608-620, Feb. 2022. (View) (IF: 5.859)
2021
- 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)
2020
- 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)
2019
- 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)
2018
- 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)
2017
- 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)
2016
- 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)
2015
- 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)
2014
- 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)
2013
- 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)
~ 2012
- 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)