Image Deblurring with Non-coaxial Event Camera via Distillation Learning- Author : Hoonhee Cho and Kuk-Jin Yoon – Published Date : 2022/02/11 – Category : Event camera, deblurring – Place of publication : The 34rd Workshop on Image Processing and Image Understanding (IPIU 2022) Abstract: Single image deblurring from a motion-blurred image is a challenging computer…
SphereSR: 360◦ Image Super-Resolution with Arbitrary Projection via Continuous Spherical Image Representation- Author : Youngho Yoon, Inchul Chung, and Kuk-Jin Yoon – Published Date : 2022/02/09 – Category : 360 Image Super-Resolution – Place of publication : The 34th Workshop on Image Processing and Image Understanding (IPIU 2022) The 360° imaging has recently gained great…
Scanline Resolution-invariant Depth Completion using a Single Image and Sparse LiDAR Point Cloud- Author : 류권영, 조제경, 이강일, 윤국진 – Published Date : 2021/02/03 – Category : Depth Estimation – Place of publication : The 33rd Workshop on Image Processing and Image Understanding (IPIU 2021) Abstract: Most existing deep learning-based depth completion methods are only…
EvDistill: Asynchronous Events to End-task Learning via Bidirectional Reconstruction-guided Cross-modal Knowledge Distillation- Author : 왕린, 채유정, 윤성훈, 윤국진 – Published Date : 2021/02/03 – Category : event-based vision, knowledge transfer – Place of publication : The 33rd Workshop on Image Processing and Image Understanding (IPIU 2021) Abstract: In this paper, we propose a novel approach,…
RGBD Panorama Synthesis Using Normal Field-of-View Cameras and Mobile Depth Sensors in Arbitrary Configuration – Author : Wonjune cho, Changgyoon Oh, and Kuk-Jin Yoon – Published Date : 2021/02/03 – Category : Panorama Synthesis – Place of publication : The 33rd Workshop on Image Processing and Image Understanding (IPIU 2021) Abstract: 전방위 영상은 하나의 시점에서…
Learning Monocular Depth Estimation via Selective Knowledge Distillation of Stereo Depth Estimation- Author : Kyeongseob Song and Kuk-Jin Yoon – Published Date : 2021/02/03 – Category : Depth Estimation – Place of publication : The 33rd Workshop on Image Processing and Image Understanding (IPIU 2021) Abstract: 딥러닝을 기반으로 한 단안 깊이 추정이 광범위하게 탐구되었지만, 그것의…
중첩 영역을 이용한 대응점 기반 다시점 영상 색상 보정 방법의 강건화- Author : Hyeokjun Kweon, Jason Jeong, and Kuk-Jin Yoon – Published Date : 2021/02/03 – Category : Image color correction – Place of publication : The 33rd Workshop on Image Processing and Image Understanding (IPIU 2021) Abstract: 다시점 영상을 재합성하는 과정에서 카메라나 촬영 환경의…
MiCAM: Mining Class Activation Maps with Image-level Supervision for Weakly Supervised Semantic Segmentation- Author : Hyeokjun Kweon, Sung-Hoon Yoon, Daehee Park, Hyeonseong Kim, and Kuk-Jin Yoon – Published Date : 2021/02/03 – Category : Weakly-Supervised Semantic Segmentation – Place of publication : The 33rd Workshop on Image Processing and Image Understanding (IPIU 2021) Abstract: The weakly-supervised…
EventSR: From Asynchronous Events to Image Reconstruction, Restoration, and Super-Resolution via End-to-End Adversarial Learning- Author : Lin Wang1, Tae-Kyun Kim2, and Kuk-Jin Yoon1 (1 Visual Intelligence Lab, Mechanical Engineering, KAIST, 2 ICVL Lab, Empirical College London) – Published Date : February 5, 2020 – Category : Event Vision, Super Resolution – Place of publication : 제32회 영상처리 및 이해에…
Loop-Net: Joint Unsupervised Disparity and Optical Flow Estimation of Stereo Videos with Spatiotemporal Loop Consistency- Author : Tae-woo Kim, Kwon-young Ryu*, Kyeong-Seob Song*, and Kuk-Jin Yoon ( * : contributed equally) – Published Date : February 5, 2020 – Category : Stereo Matching, Optical flow, Scene Flow – Place of publication : 제32회 영상처리 및…