Deep Learning for HDR Imaging: State-of-the-Art and Future Trends- Author : Lin Wang and Kuk-Jin Yoon – Published Date : TBD – Category : HDR Imaging – Place of publication : IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) Abstract: High dynamic range (HDR) imaging is a technique that allows an extensive dynamic range of…
Lightweight HDR Camera ISP for Robust Perception in Dynamic Illumination Conditions via Fourier Adversarial Networks- Author : Pranjay Shyam, Sandeep Singh Sengar, Kuk-Jin Yoon and Kyung-Soo Kim – Published Date : TBD – Category : Image Inhancement – Place of publication : The British Machine Vision Conference (BMVC) Abstract: TBD
Joint Framework for Single Image Reconstruction and Super-Resolution with an Event Camera- Author : Lin Wang, Taekyun Kim, and Kuk-Jin Yoon – Published Date : TBD – Category : Event Camera, Image Reconstruction, Super-Resolution – Place of publication : IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) Abstract: Event cameras sense brightness changes at each…
Learning Icosahedral Spherical Probability Map Based on Bingham Mixture Model for Vanishing Point Estimation- Author : Haoang Li, Kai Chen, Kyungdon Joo, Pyojin Kim, Kuk-Jin Yoon, Zhe Liu, and Yunhui Liu – Published Date : TBD – Category : Vanishing point estimation – Place of publication : IEEE/CVF International Conference on Computer Vision (ICCV) 2021 Abstract: Existing…
PSAT-GAN: Efficient Adversarial Attacks against Holistic Scene Understanding- Author : Lin Wang and Kuk-Jin Yoon – Published Date : TBD – Category : Adversarial Attacks – Place of publication : IEEE Transactions on Image Processing Abstract: Recent advances in deep neural networks (DNNs) have facilitated high-end applications, including holistic scene understanding (HSU), in which many tasks run in parallel with the same…
Event-Intensity Stereo: Estimating Depth by the Best of Both Worlds- Author : Mohammad Mostafavi, Kuk-Jin Yoon and Jonghyun Choi – Published Date : TBD – Category : Stereo matching – Place of publication : IEEE/CVF International Conference on Computer Vision (ICCV) 2021 Abstract: Event cameras can report scene movements as an asynchronous stream of data called the events.…
Dual Transfer Learning for Event-based End-task Prediction via Pluggable Event to Image Translation- Author : Lin Wang, Yujeong Chae, and Kuk-Jin Yoon – Published Date : TBD – Category : Dual learning – Place of publication : IEEE/CVF International Conference on Computer Vision (ICCV) 2021 Abstract: Event cameras are novel sensors that perceive the per-pixel intensity changes…
Unlocking the Potential of Ordinary Classifier: Class-specific Adversarial Erasing Framework for Weakly Supervised Semantic Segmentation- Author : Hyeokjun Kweon*, Sung-Hoon Yoon*, Hyeonseong Kim, Daehee Park, and Kuk-Jin Yoon – Published Date : TBD – Category : Weakly-supervised semantic segmentation – Place of publication : IEEE/CVF International Conference on Computer Vision (ICCV) 2021 Abstract: Weakly-supervised semantic segmentation (WSSS)…
Semi-supervised Student-Teacher Learning for Single Image Super-Resolution- Author : Lin Wang and Kuk-Jin Yoon – Published Date : TBD – Category : Super-Resolution – Place of publication : Pattern Recognition Atstract: Most existing approaches for single image super-resolution (SISR) resort to quality low-high resolution (LR-HR) pairs and available degradation kernels to train networks for a specific task…
Improvement of Optical Flow Estimation by Using the Hampel Filter for Low-End Embedded Systems- Author : Ji-il Park, Yeongseok Lee, Eungyo Suh, Hyunyong Jeon, Kuk-Jin Yoon and Kyung-Soo Kim – Published Date : July 2021 – Category : Optical Flow – Place of publication : IEEE Robotics and Automation Letters (RA-L) Atstract: Owing to the recent advances…