International Journals
What Makes Deviant Places?Jin-Hwi Park*, Young-Jae Park*, Ilyung Cheong, Junoh Lee, Young Eun Huh and Hae-Gon JeonIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Accepted[Paper]
DeepGT: Deep Learning-based Quantification of Nanosized Bioparticles in Bright-field Micrographs of Gires-Tournois BiosensorJiwon Kang*, Young Jin Yoo*, Jin-Hwi Park*, Joo Hwan Ko, Seungtaek Kim, Stefan G. Stanciu, Harald A. Stenmark, Jin Ah Lee, Abdullah Al Mahmud, Hae-Gon Jeon and Young Min SongNano Today, Oct 2023[Paper] [Press]
A Large-scale Virtual Dataset and Egocentric Localization for Disaster Responses Hae-Gon Jeon, Sunghoon Im, Byeong-Uk Lee, François Rameau, Dong-Geol Choi, Jean Oh, In So Kweon and Martial HebertIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Jun 2023[Paper] [Dataset] [Press]
Self-Supervised 3D Traversability Estimation with Proxy Bank GuidanceJihwan Bae, Junwon Seo, Taekyung Kim, Hae-Gon Jeon, Kiho Kwak and Inwook ShimIEEE Access, May 2023[Paper]
CMSNet: Deep Color and Monochrome StereoHae-Gon Jeon, Sunghoon Im, Jaesung Choe, Minjun Kang, Joon-Young Lee and Martial HebertInternational Journal of Computer Vision (IJCV), Mar 2022[Paper]
Vari-Focal Light Field Camera for Extended Depth of FieldHyun Myung Kim, Min Seok Kim, Sehui Chang, Jiseong Jeong, Hae-Gon Jeon and Young Min SongMicromachines, Nov 2021[Paper]
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), Apr 2021- Selected as Outstanding Research Achievement of GIST[Paper] [Source code]
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] [Source code]
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]