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…
We have one paper accepted to the IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI 2021). The paper is “Knowledge Distillation and Student-Teacher Learning for Visual Intelligence: A Review and New Outlooks.” by Lin wang and Kuk-Jin Yoon. [Publication Link]
Knowledge Distillation and Student-Teacher Learning for Visual Intelligence: A Review and New Outlooks- Author : Lin Wang and Kuk-Jin Yoon – Published Date : TBD – Category : Knowledge Distillation – Place of publication : IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI 2021) Abstract: Deep neural models, in recent years, have been successful in…
We have one paper accepted to the Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI 2021). The paper is “Towards Domain Invariant Single Image Dehazing” by Pranjay Shyam, Kuk-Jin Yoon, Kyung-Soo Kim. [Publication Link]
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
We have one paper accepted to the International Journal of Computer Vision (IJCV). The paper is “Learning to Reconstruct HDR Images from Events, with Applications to Depth and Flow Prediction” by S. Mohammad Mostafavi I., Lin Wang, and Kuk-Jin Yoon. [Publication Link]