GIQE: Generic Image Quality Enhancement via N^th Order Iterative Degradation- Author : Pranjay Shyam, Kyung-Soo Kim, and Kuk-Jin Yoon – Published Date : TBD – Category : Image Quality Enhancement – Place of publication : IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2022 Visual degradations caused by motion blur, raindrop, rain, snow, illumination, and fog…
MM-TTA: Multi-Modal Test-Time Adaptation for 3D Semantic Segmentation- Author : Inkyu Shin, Yi-Hsuan Tsai, Samuel Schulter, Bingbing Zhuang, Buyu Liu, Sparsh Garg, In So Kweon, and Kuk-Jin Yoon – Published Date : TBD – Category : 3D Semantic Segmentation – Place of publication : IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2022 Test-time adaptation…
UDA-COPE: Unsupervised Domain Adaptation for Category-level Object Pose Estimation- Author : Taeyeop Lee, Byeong-Uk Lee, Inkyu Shin, Jaesung Choe, Ukcheol Shin, In So Kweon, and Kuk-Jin Yoon – Published Date : TBD – Category : Domain adaptation, Object pose estimation – Place of publication : IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2022 TBD
SphereSR: 360◦ Image Super-Resolution with Arbitrary Projection via Continuous Spherical Image Representation- Author : Youngho Yoon, Inchul Chung, and Kuk-Jin Yoon – Published Date : TBD – Category : 360 Imaging, Super-Resolution – Place of publication : IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2022 The 360° imaging has recently gained great attention; however,…
Event-image Fusion Stereo using Cross-modality Feature Propagation- Author : Hoonhee Cho and Kuk-Jin Yoon – Published Date : TBD – Category : Event camera, stereo matching – Place of publication : Thirty-Six AAAI Conference on Artificial Intelligence (AAAI 2022) Abstract: Event cameras asynchronously output the polarity values of pixel-level log intensity alterations. They are robust against…
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…