Jinsun Park


E-mail : zzangjinsun_at_gmail.com / zzangjinsun_at_kaist.ac.kr






Research Interests

 - Computer Vision
 - Deep Learning
 - Light Field Imaging
 - Image Processing





Publications

2018
Efficient Adaptive Non-Maximal Suppression Algorithms for Homogeneous Spatial Keypoint Distribution
Oleksandr Bailo, Francois Rameau, Kyungdon Joo, Jinsun Park, Oleksandr Bogdan and In So Kweon
Pattern Recognition Letters (PRL), Feb 2018
[Paper] [Bibtex] [Project Page (Code)]

Depth from a Light Field Image with Learning-based Matching Costs
Hae-Gon Jeon, Jaesik Park, Gyeongmin Choe, Jinsun Park, Yunsu Bok, Yu-Wing Tai and In So Kweon
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Jan 2018
[Paper] [Bibtex]

2017
Weakly- and Self-Supervised Learning for Content-Aware Deep Image Retargeting
Donghyeon Cho, Jinsun Park, Tae-Hyun Oh, Yu-Wing Tai and In So Kweon
IEEE International Conference on Computer Vision (ICCV), Oct 2017 [Spotlight Presentation]
[Paper] [Bibtex]
A Unified Approach of Multi-scale Deep and Hand-crafted Features for Defocus Estimation
Jinsun Park, Yu-Wing Tai, Donghyeon Cho and In So Kweon
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jul 2017
[Paper] [Bibtex] [Project Page (Code)]

2016
Asymmetric stereo with catadioptric lens: High quality image generation for intelligent robot
Donghyeon Cho, Jinsun Park, Yu-Wing Tai and In So Kweon
International Conference on Ubiquitous Robots and Ambient Intelligence (URAI), Aug 2016
[Paper] [Bibtex]

2015
Accurate Depth Map Estimation from a Lenslet Light Field Camera

Hae-Gon Jeon, Jaesik Park, Gyeongmin Choe, Jinsun Park, Yunsu Bok, Yu-Wing Tai and In So Kweon
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2015
[Paper] [Bibtex] [Project Page (Code & Dataset)] 



Other Publications

2018
Real-time Demonstration of Collaborative Localization of a Swarm of Connected Vehicles
Francois Rameau, Oleksandr Bailo, Jinsun Park, Kyungdon Joo, Jaesung Choe and In So Kweon
International Workshop on Frontiers of Computer Vision (FCV), Feb 2018 [Best Demo Presentation Award]
[Paper] [Bibtex] [Certificate]

2017
A Taxonomy and Evaluation of Dense Light Field Depth Estimation Algorithms
Ole Johannsen, Katrin Honauer, Bastian Goldluecke, Anna Alperovich, Federica Battisti, Yunsu Bok, Michele Brizzi, Marco Carli, Gyeongmin Choe, Maximilian Diebold, Marcel Gutsche, Hae-Gon Jeon, In So Kweon, Jaesik Park, Jinsun Park, Hendrik Schilling, Hao Sheng, Lipeng Si, Michael Strecke, Antonin Sulc, Yu-Wing Tai, Qing Wang, Ting-Chun Wang, Sven Wanner, Zhang Xiong, Jingyi Yu, Shuo Zhang, Hao Zhu
IEEE Conference on Computer Vision and Pattern Recognition Workshop - Light Fields for Computer Vision (CVPRW - LF4CV), Jul 2017
[Paper][Bibtex]
Single Image Depth Estimation using Convolutional Neural Networks with NCC-based Loss
Jinsun Park and In So Kweon
International Workshop on Frontiers of Computer Vision (FCV), Feb 2017
[Paper] [Bibtex]