Towards Domain Invariant Single Image Dehazing- Author : Pranjay Shyam, Kuk-Jin Yoon, Kyung-Soo Kim – Published Date : December 2020 – Category : Image Dehazing – Place of publication : Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI 2021) Abstract: TBD
Learning to Reconstruct HDR Images from Events, with Applications to Depth and Flow Prediction- Author : S. Mohammad Mostafavi I., Lin Wang, and Kuk-Jin Yoon – Published Date : TBD – Category : Event Camera, Image Reconstruction – Place of publication : International Journal of Computer Vision (IJCV) Abstract: Event cameras have numerous advantages over traditional…
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…
Meta-FusionNet: Multi-network Fusion Framework based on Network Calibration – Author : Sung-Hoon Yoon, Hee-chan Jung, and Kuk-Jin Yoon – Published Date : February 5, 2020 – Category : Network Fusion – Place of publication : 제32회 영상처리 및 이해에 관한 워크샵 (IPIU) Abstract: In deep learning-based methods, many approaches, such as network architecture modification and input…
Loop-Net: Joint Unsupervised Disparity and Optical Flow Estimation of Stereo Videos with Spatiotemporal Loop Consistency- Author : Taewoo Kim, Kwonyoung Ryu*, Kyeongseob Song*, and Kuk-Jin Yoon – Published Date : TBD – Category : Stereo Matching, Optical Flow – Place of publication : IEEE Robotics and Automation Letters (RA-L) Abstract: Most of existing deep learning-based depth…
SpherePHD: Applying CNNs on 360° Images with Non-Euclidean Spherical PolyHeDron Representation- Author : Yeonkun Lee, Jaeseok Jeong, Jongseob Yun, Wonjune Cho, and Kuk-Jin Yoon – Published Date : TBD – Category : 360° Vision – Place of publication : IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) Abstract: Omni-directional images are becoming more prevalent for understanding…
전방향 영상의 딥러닝을 이용한 물체 감지 방법 및 장치, 그리고 이를 이용한 차량 자율 주행 방법 및 드론 자율 주행 방법A regular icosahedron based image representation method that minimizes distortion and a method of applying a convolutional neural network on the proposed representation – Author : 윤국진,이연건,정재석,윤종섭,조원준 – Published Date : 2020-04-22 – KR 출원번호: 10-2020-0048643
Event to HDR, Depth and Motion Images by Multi Task Learning- Author : S.Mohammad Mostafavi I., Joinghyun Choi, and Kuk-Jin Yoon – Published Date : December 18, 2019 – Category : Event Vision – Place of publication : 3rd Korea Software Congress (KSC 2019) Abstract: TBD
EventSR: From Asynchronous Events to Image Reconstruction, Restoration, and Super-Resolution via End-to-End Adversarial Learning- Author : Lin Wang , Tae-Kyun Kim, and Kuk-Jin Yoon – Published Date : June 2020 – Category : Event Camera, Super Resolution – Place of publication : IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Abstract: Event cameras sense intensity changes…