Information about computer vision and machine learning academic field
* Top-tier journals
: IEEE TPAMI and IJCV have the highest impact factors across all computer science categories. As of 2021, the impact factor of TPAMI is 16.389.
2021
Lightweight Speaker Recognition by Poincare ́Neural Networks
IEEE Signal Processing Letters (SPL) 2021
Jieun Lee*, Kim Sung-Bin*, Seokhyeong Kang, Tae-Hyun Oh (*equal contribution)
Dense Relational Image Captioning via Multi-task Triple-Stream Networks
Dong-Jin Kim, Tae-Hyun Oh, Jinsoo Choi, In So Kweon
Adversarial Semi-Supervised Image Captioning
Under Review
Dong-Jin Kim, Tae-Hyun Oh, Jinsoo Choi, In So Kweon
Robust and Efficient Estimation of Relative Pose for Cameras on Selfie Sticks
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2021
Kyungdon Joo, Hongdong Li, Tae-Hyun Oh, In So Kweon
Learning to Localize Sound Sources in Visual Scenes: Analysis and Applications
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2021 [Dataset] [Code(PyTorch)] [Featured by Seamless]
Arda Senocak, Tae-Hyun Oh, Junsik Kim, Ming-Hsuan Yang, In So Kweon
2020
Globally Optimal Inlier Set Maximization for Atlanta World Understanding
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2020 [Project page] [IEEE Xplore]
Kyungdon Joo, Tae-Hyun Oh, In So Kweon, Jean-Charles Bazin
2019
High-fidelity Depth Upsampling using Self-learning Framework
Inwook Shim, Tae-Hyun Oh, In So Kweon
Robust and Globally Optimal Manhattan Frame Estimation in Near Real Time
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2019 [Code and Project page] [arXiv] [IEEE Xplore]
Kyungdon Joo, Tae-Hyun Oh, Junsik Kim, In So Kweon
Gradient-based Camera Exposure Control for Outdoor Mobile Platforms
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT) 2019 [Project Page] [IEEE Xplore] [arXiv]
Inwook Shim, Tae-Hyun Oh, Joon-Young Lee, Dong-Geol Choi, Jinwook Choi, In So Kweon
2018
Fast Randomized Singular Value Thresholding for Low-rank Optimization
Tae-Hyun Oh, Yasuyuki Matsushita, Yu-Wing Tai, In So Kweon
* Gold Prize (Acceptance Rate 0.8%), 21th HumanTech Paper Award by Samsung
A Closed-Form Solution to Rotation Estimation for Structure from Small Motion
Hyowon Ha, Tae-Hyun Oh, In So Kweon
2016
Human Attention Estimation for Natural Images: An Automatic Gaze Refinement Approach
Jinsoo Choi, Tae-Hyun Oh, In So Kweon
Partial Sum Minimization of Singular Values in Robust PCA: Algorithm and Applications
Tae-Hyun Oh, Yu-Wing Tai, Jean-Chales Bazin, Hyeongwoo Kim, In So Kweon
2015
Pseudo-Bayesian Robust PCA: Algorithms and Analysis
Tae-Hyun Oh, David Wipf, Yasuyuki Matsushita, In So Kweon
Robust High Dynamic Range Imaging by Rank Minimization
Tae-Hyun Oh, Joon-Young Lee, Yu-Wing Tai, In So Kweon
An Autonomous Driving System for Unknown Environments using a Unified Map
Inwook Shim, Jongwon Choi, Seunghak Shin, Tae-Hyun Oh, Unghui Lee, Byungtae Ahn, Dong-Geol Choi, David Hyunchul Shim, In So Kweon
* Qualcomm Innovation Award 2013
* Youl-Jeong award (5th rank) from the Hyundai Motors Autonomous Vehicle Challenge 2012