Single Domain Generalization for LiDAR Semantic Segmentation- Author : Hyeonseong Kim*, Yoonsu Kang*, Changgyoon Oh, and Kuk-Jin Yoon – Published Date : TBD – Category : Domain Generalization, LiDAR Semantic Segmentation – Place of publication : IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2023 Abstract: With the success of the 3D deep learning models,…
Cross-Guided Optimization of Radiance Fields with Multi-View Image Super-Resolution for High-Resolution Novel View Synthesis- Author : Youngho Yoon and Kuk-Jin Yoon – Published Date : TBD – Category : Super-Resolution, Novel View Synthesis – Place of publication : IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2023 Abstract: Novel View Synthesis (NVS) aims at synthesizing…
Event-based Video Frame Interpolation with Cross-Modal Asymmetric Bidirectional Motion Fields- Author : Taewoo Kim, Yujeong Chae, Hyun-Kurl Jang, and Kuk-Jin Yoon – Published Date : TBD – Category : Event Camera – Place of publication : IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2023 (selected as a highlight paper) Abstract: Video Frame Interpolation (VFI)…
Leveraging Future Relationship Reasoning for Vehicle Trajectory Prediction- Author : Daehee Park, Hobin Ryu, Yunseo Yang, Jegyeong Cho, Jiwon Kim, and Kuk-Jin Yoon – Published Date : TBD – Category : Trajectory prediction – Place of publication : International Conference on Learning Representations (ICLR) 2023 Abstract: Understanding the interaction between multiple agents is crucial for realistic…
Pixel-wise Warping for Deep Image Stitching- Author : Hyeokjun Kweon*, Hyeonseong Kim*, Yoonsu Kang*, Youngho Yoon*, Wooseong Jeong, and Kuk-Jin Yoon – Published Date : TBD – Category : Image Stitching – Place of publication : Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI 2023) Abstract: Existing image stitching approaches based on global or local homography estimation…
Efficient Reference-based Video Super-Resolution (ERVSR): Single Reference Image Is All You Need- Author : Hoonhee Cho*, Jinsu Lim*, Minji Lee*, Youngrae Kim*, Dongman Lee, Ho-Jin Choi, and Kuk-Jin Yoon – Published Date : TBD – Category : Reference-based Video Super-Resolution – Place of publication : IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Abstract: Reference-based video super-resolution (RefVSR) is a promising…
Joint Learning of 2D-3D Weakly Supervised Semantic Segmentation – Author: Hyeokjun Kweon and Kuk-Jin Yoon – Published Date: TBD – Category: Weakly Supervised Semantic Segmentation – Place of publication: The Conference on Neural Information Processing Systems (NeurIPS) 2022 Abstract The aim of weakly supervised semantic segmentation (WSSS) is to learn semantic segmentation without using dense annotations. WSSS has…
Facial Depth and Normal Estimation using Single Dual-Pixel Camera- Author : Minjun Kang, Jaesung Choe, Hyowon Ha, Hae-Gon Jeon, Sunghoon Im, In So Kweon, and Kuk-Jin Yoon – Published Date : TBD – Category : Dual Pixel Camera – Place of publication :European Conference on Computer Vision (ECCV) 2022 Abstract: Recently, Dual-Pixel (DP) sensors have been…
Adversarial Erasing Framework via Triplet with Gated Pyramid Pooling Layer for Weakly Supervised Semantic Segmentation- Author : Sung-Hoon Yoon*, Hyeokjun Kweon*, Je-Gyeong Cho, Shinjeong Kim, and Kuk-Jin Yoon – Published Date : TBD – Category : Weakly Supervised Semantic Segmentation (WSSS) – Place of publication : European Conference on Computer Vision (ECCV) 2022 Abstract: Weakly supervised semantic segmentation (WSSS) with image-…
Selection and Cross Similarity for Event-Image Deep Stereo- Author : Hoonhee Cho and Kuk-Jin Yoon – Published Date : TBD – Category : Event camera, stereo matching – Place of publication : European Conference on Computer Vision (ECCV) 2022 Abstract: Standard frame-based cameras have shortcomings of low dynamic range and motion blur in real applications. On…