Connection Strength-Based Optimization with Progressive Multi-Modal Feature Exchange- Author : 정우성, 윤국진 – Published Date : TBD – Category : Multi-task Learning – Place of publication : 제35회 영상 처리 및 이해에 관한 워크샵 (IPIU) Although suppressing negative transfer between tasks has been a critical challenge for multi-task learning, previous approaches have dealt with multi-task architecture…
Few-Shot Image Generation Using Diffusion Models- Author : 이정민, 장현걸, 조제경 윤국진 – Published Date : TBD – Category : Image Generation – Place of publication : 제35회 영상 처리 및 이해에 관한 워크샵 (IPIU) Recently, the diffusion model has gained significant attention in the field of image generation due to its impressive performance in various…
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…
딥러닝 네트워크 기반 철판 연마율 인식- Author : 정재석, 정인철, 최성인, 강기룡, 윤국진 – Published Date : 2022/02/09 – Category : 철판 연마율 인식 – Place of publication : The 34rd Workshop on Image Processing and Image Understanding (IPIU 2022) Abstract: 본 연구에서는 기존 사람의 수작업으로 진행되었던 철판 연마율 인식을 대용량 데이터 기반 머신 러닝…
SiamEvent: Event-based Object Tracking via Edge-aware Similarity Learning with Siamese Networks- Author : 채유정, 윤국진 – Published Date : 2022/02/11 – Category : Visual Tracking, event camera – Place of publication : The 34rd Workshop on Image Processing and Image Understanding (IPIU 2022) Abstract: Event cameras are novel sensors that perceive the per-pixel intensity changes and…