EOMVS : Event-based Omnidirectional Multi-View Stereo- Author : Hoonhee Cho (KAIST), Jae-Seok Jeong (KASIT), Kuk-Jin Yoon (KAIST) – Published Date : TBD – Category : Multi-view Stereo – Place of publication : IEEE Robotics and Automation Letters (RA-L) 2021 Abstract: Event-based cameras sense changes in light intensity and asynchronously output event data. These cameras have the advantage…
We have one paper accepted to IJCAI 2021 Workshop on Artificial Intelligence for Autonomous Driving. The paper is “Evaluating Region Modification based Data Augmentation Techniques for Low Level Vision Tasks” by Pranjay Shyam, Sandeep Singh Sengar, Kuk-Jin Yoon, Kyung-Soo Kim.
Evaluating Region Modification based Data Augmentation Techniques for Low Level Vision Tasks- Author : Pranjay Shyam (KAIST), Sandeep Singh Sengar (University of Copenhagen), Kuk-Jin Yoon (KAIST) and Kyung-Soo Kim (KAIST) – Published Date : TBD – Category : Image Enhancement – Place of publication : IJCAI 2021 Workshop on Artificial Intelligence for Autonomous Driving Abstract: Region modification-based…
We have one paper accepted to IEEE/CVF Conference on Computer Vision and Pattern Recognition(CVPR) 2021. The paper is “EvDistill: Asynchronous Events to End-task Learning via Bidirectional Reconstruction-guided Cross-modal Knowledge Distillation” by Lin Wang, Yujeong Chae, Sung-Hoon Yoon, Tae-Kyun Kim and Kuk-Jin Yoon. [Publication Link]
We have one paper accepted to the International Conference on Robotics and Automation(ICRA). The paper is “Adversarially trained Hierarchical Feature Extractor for Vehicle Re-identification” by Pranjay Shyam, Kuk-Jin Yoon and Kyung-Soo Kim. [Publication Link]
EvDistill: Asynchronous Events to End-task Learning via Bidirectional Reconstruction-guided Cross-modal Knowledge Distillation- Author : Lin Wang, Yujeong Chae, Sung-Hoon Yoon, Tae-Kyun Kim and Kuk-Jin Yoon – Published Date : TBD – Category : Knowledge Distillation – Place of publication : IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2021 Abstract: TBD
Adversarially trained Hierarchical Feature Extractor for Vehicle Re-identification- Author : Pranjay Shyam, Kuk-Jin Yoon and Kyung-Soo Kim – Published Date : TBD – Category : Vehicle Re-Identification – Place of publication : International Conference on Robotics and Automation (ICRA) 2021 Abstract: TBD
The paper “EvDistill: Asynchronous Events to End-task Learning via Bidirectional Reconstruction-guided Cross-modal Knowledge Distillation” by 왕린, 채유정, 윤성훈, 윤국진 won the second best paper award at Domestic Workshop on 33th Image Processing and Image Understanding (IPIU 2021). [Publication Link]
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,…