One-Shot Neural Fields for 3D Object Understanding- Author : Valts Blukis, Taeyeop Lee, Jonathan Tremblay, Bowen Wen, In So Kweon, Kuk-Jin Yoon, Dieter Fox, and Stan Birchfield – Published Date : 2023 – Category : Nerf – Place of publication : IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshop (CVPRW) on XRNeRF: Advances in NeRF for the Metaverse…
Professor Kuk-Jin Yoon has been appointed as an Associate Editor for IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI).
Event-guided Video Frame Interpolation with Bi-Modal Asymmetric Bidirectional Motion Fields- Author : 김태우, 채유정, 장현걸, 윤국진 – Published Date : TBD – Category : Video Interpolation – Place of publication : 제35회 영상 처리 및 이해에 관한 워크샵 (IPIU) Video Frame Interpolation (VFI) aims to generate intermediate video frames between consecutive input frames. Since the event cameras…
Dual-sampling Strategy for Vehicle Trajectory Prediction with Future Relation Inference- Author : 박대희, 양윤서, 조제경, 윤국진 – Published Date : 2023 – Category : Trajectory Prediction – Place of publication : 제35회 영상 처리 및 이해에 관한 워크샵(IPIU) Abstract: In vehicle trajectory prediction, it is important to consider long-term and short-term intentions. Long-term intention refers to…
Domain Generalized Semantic Segmentation for LiDAR Point Clouds- Author : 강윤수*, 김현성*, 오창균, 윤국진 – Published Date : 2023 – Category : Domain Generalization – Place of publication : 제35회 영상 처리 및 이해에 관한 워크샵(IPIU) Abstract: With the success of 3D deep learning models, various LiDAR perception technologies for autonomous driving have been developed.…
High-Resolution Novel View Synthesis via Cross-Guided Optimization of Radiance Fields with Multi-View Image Super-Resolution- Author : 윤영호, 윤국진 – Published Date : 2023 – Category : Super-Resolution, Novel View Synthesis – Place of publication : High-Resolution Novel View Synthesis via Cross-Guided Optimization of Radiance Fields with Multi-View Image Super-Resolution Abstract: Novel View Synthesis (NVS) aims at…
Unlocking the Potential of Event Cameras for Stereo Matching: Selection and Cross Similarity- Author : 조훈희, 윤국진 – Published Date : 2023 – Category : Event Camera – Place of publication : 제35회 영상 처리 및 이해에 관한 워크샵(IPIU) Abstract: Standard frame-based cameras have shortcomings of low dynamic range and motion blur in real applications. On…
Adversarial Reconstruction Learning for Weakly Supervised Semantic Segmentation- Author : 권혁준*, 윤성훈*, 윤국진 – Published Date : 2023 – Category : Semantic Segmentation – Place of publication : 제35회 영상 처리 및 이해에 관한 워크샵(IPIU) Abstract: In Weakly Supervised Semantic Segmentation (WSSS), Class Activation Maps (CAMs) usually 1) do not cover the whole object and…
Weakly Supervised Approach for Joint Object and Lane Marking Detection- Author : Shyam, Pranjay, Kim, Kyung-Soo,and Kuk-Jin Yoon – Published Date : 2021 – Category : Detection – Place of publication : IEEE/CVF International Conference on Computer Vision Workshops (ICCVW)
High Accuracy Real-time Multi-Gas Identification by Batch-Uniform Gas Sensor Array and Deep Learning Algorithm- Author : Mingu Kang, Incheol Cho, Jaeho Park, Jaeseok Jeong, Kichul Lee, Byeongju Lee, Henriquez DD, Kuk-Jin Yoon‡, and Inkyu Park‡ (‡: Co-corresponding authors) – Published Date : 2022 – Category : Deep Learning Application – Place of publication : ACS…