International Journals

Deep Depth from Uncalibrated Small Motion Clip Sunghoon Im, Hyowon Ha, Hae-Gon Jeon, Stephen Lin and In So KweonIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Accepted[Paper]
Ring Difference Filter for Fast and Noise Robust Depth from Focus Hae-Gon Jeon, Jaeheung Surh, Sunghoon Im and In So KweonIEEE Transactions on Image Processing (TIP), Dec 2020[Paper]
Robust Depth Estimation using Auto-Exposure Bracketing Sunghoon Im, Hae-Gon Jeon and In So KweonIEEE Transactions on Image Processing (TIP), May 2019[Paper]
Accurate 3D Reconstruction from Small Motion Clip for Rolling Shutter Cameras Sunghoon Im, Hyowon Ha, Gyeongmin Choe, Hae-Gon Jeon, Kyungdon Joo and In So KweonIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Apr 2019[Paper]
Depth from a Light Field Image with Learning-based Matching CostsHae-Gon Jeon, Jaesik Park, Gyeongmin Choe, Jinsun Park, Yunsu Bok, Yu-Wing Tai and In So KweonIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Feb 2019- Depth Estimation Challenge: Robustness Champion, CVPR 2017 workshop on Light Field for Computer Vision[Paper]
Geometry Guided 3D Propagation for Depth from Small MotionSeunghak Shin, Sunghoon Im, Inwook Shim, Hae-Gon Jeon and In So KweonIEEE Signal Processing Letters (SPL), Dec 2017[Paper]
Multi-Image Deblurring using Complementary Sets of Fluttering PatternsHae-Gon Jeon, Joon-Young Lee, Yudeog Han, Seon Joo Kim and In So KweonIEEE Transactions on Image Processing (TIP), May 2017 [Paper] [Implementation]
Light Field Image Super-Resolution using Convolutional Neural NetworkYoungjin Yoon, Hae-Gon Jeon, Donggeun Yoo, Joon-Young Lee and In So KweonIEEE Signal Processing Letters (SPL), Jun 2017- The top 50 most frequently accessed SPL documents for 12 months since Feb 2017[Paper] [Source code] [Dataset]
Generating Fluttering Pattern with Low Autocorrelation for Coded Exposure ImagingHae-Gon Jeon, Joon-Young Lee, Yudeog Han, Seon Joo Kim and In So KweonInternational Journal of Computer Vision (IJCV), Jun 2017[Paper]
Geometric Calibration of Micro-Lens-Based Light-Field Cameras using Line FeaturesYunsu Bok, Hae-Gon Jeon and In So KweonIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Feb 2017[Paper] [Source code and Dataset]

International Conferences

Learning Shape-based Representation for Visual Localization in Extremely Changing ConditionsHae-Gon Jeon, Sunghoon Im, Jean Oh and Martial HebertIEEE International Conference on Robotics and Automation (ICRA), Jun 2020[Paper]
Explainable Semantic Mapping for First Responders Jean Oh, Martial Hebert, Hae-Gon Jeon, Xavier Perez, Chia Dai, Yeeho Song Artificial Intelligence for Humanitarian Assistance and Disaster Response Workshop at NeurIPS, Dec 2019[Paper]
DISC: A Large-scale Virtual Dataset for Simulating Disaster Scenarios Hae-Gon Jeon, Sunghoon Im, Byeong-Uk Lee, Dong-Geol Choi, Martial Hebert and In So KweonIEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Nov 2019[Paper] [Project page]
DPSNet: End-to-end Deep Plane Sweep StereoSunghoon Im, Hae-Gon Jeon, Stephen Lin and In So KweonInternational Conference on Learning Representations (ICLR), May 2019[Paper] [Review] [Source code]
Depth Completion with Deep Geometry and Context GuidanceByeong-Uk Lee, Hae-Gon Jeon, Sunghoon Im and In So KweonIEEE International Conference on Robotics and Automation (ICRA), May 2019[Paper]
Robust Depth Estimation from Auto Bracketed ImagesSunghoon Im, Hae-Gon Jeon and In So KweonIEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2018- Best Poster Award, Samsung AI Forum 2018[Paper]
EPINET: A Fully-Convolutional Neural Network using Epipolar Geometry for Depth from Light Field ImagesChangha Shin, Hae-Gon Jeon, Youngjin Yoon, In So Kweon and Seon Joo KimIEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2018- Ranked in 1st in almost error metrics of 4D light-field benchmark from Sep. 2017 to Dec. 2018[Paper] [Source code and Dataset]
A Taxonomy and Evaluation of Dense Light Field Depth Estimation AlgorithmsOle 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, JinsunPark, 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 ZhuCVPR Workshop - Light Field for Computer Vision (CVPRW), Jul 2017[Paper]
Noise Robust Depth from Focus using a Ring Difference Filter [Spotlight presentation]Jaeheung Surh, Hae-Gon Jeon, Yunwon Park, Sunghoon Im, Hyowon Ha and In So KweonIEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jul 2017[Paper] [Video]
All-around Depth from Small Motion with A Spherical Panoramic CameraSunghoon Im, Hyowon Ha, Fran├žois Rameau, Hae-Gon Jeon, Gyeongmin Choe and In So KweonEuropean Conference on Computer Vision (ECCV), Oct 2016- Best Poster Presentation Award, 29th IPIU 2017[Paper] [Source code]
Stereo Matching with Color and Monochrome Cameras in Low-light ConditionsHae-Gon Jeon, Joon-Young Lee, Sunghoon Im, Hyowon Ha and In So KweonIEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2016- Silver Prize, 22nd HumanTech Paper Award, Samsung Electronics Co., Ltd.- Best Poster Presentation Award, 29th IPIU 2017[Paper]
High-quality Depth from Uncalibrated Small Motion Clip [Oral presentation]Hyowon Ha, Sunghoon Im, Jaesik Park, Hae-Gon Jeon and In So KweonIEEE Conference on Computer Vision and Pattern Recognition (CVPR) , Jun 2016 - Qualcomm Innovation Award, Qualcomm-KAIST Innovation Awards 2016[Paper] [Source code]
Complementary Sets of Shutter Sequences for Motion DeblurringHae-Gon Jeon, Joon-Young Lee, Yudeog Han, Seon Joo Kim and In So KweonIEEE International Conference on Computer Vision (ICCV), Dec 2015- Selected as KAIST Research Highlight of 2013 [Paper] [Video]
High Quality Structure from Small Motion for Rolling Shutter CamerasSunghoon Im, Hyowon Ha, Gyeongmin Choe, Hae-Gon Jeon, Kyungdon Joo and In So KweonIEEE International Conference on Computer Vision (ICCV), Dec 2015- Best Poster Award, IWRCV 2015 [Paper] [Source code]
Learning a Deep Convolutional Network for Light-Field Image Super-ResolutionYoungjin Yoon, Hae-Gon Jeon, Donggeun Yoo, Joon-Young Lee and In So KweonICCV Workshop - Color and Photometry in Computer Vision (ICCVW), Dec 2015[Paper] [Trained network (Caffe)]
Depth from Accidental Motion using Geometry Prior [Top 10% paper]Sunghoon Im, Gyeongmin Choe, Hae-Gon Jeon, and In So KweonIEEE International Conference on Image Processing (ICIP), Sep 2015[Paper]
Accurate Depth Map Estimation from a Lenslet Light Field CameraHae-Gon Jeon, Jaesik Park, Gyeongmin Choe, Jinsun Park, Yunsu Bok, Yu-Wing Tai and In So KweonIEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2015- Best Paper Award, 2015 Korea Multimedia Society[Paper] [Source code]
Geometric Calibration of Micro-Lens-Based Light-Field Cameras using Line FeaturesYunsu Bok, Hae-Gon Jeon and In So KweonEuropean Conference on Computer Vision (ECCV), Sep 2014[Paper]
Fluttering Pattern Generation using Modified Legendre Sequence for Coded Exposure ImagingHae-Gon Jeon, Joon-Young Lee, Yudeog Han, Seon Joo Kim and In So KweonIEEE International Conference on Computer Vision (ICCV), Dec 2013[Paper]