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International Journal

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

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2021 [arXiv] [Github]
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

Sensors 2019 [PDF] [Video1] [Video2] [Video3]
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

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2018 [Project page] [arXiv]
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

IEEE Signal Processing Letters (SPL) 2018 [IEEE Xplore]
Hyowon Ha, Tae-Hyun Oh, In So Kweon

2016

Human Attention Estimation for Natural Images: An Automatic Gaze Refinement Approach

arXiv 2016 [arXiv]
Jinsoo Choi, Tae-Hyun Oh, In So Kweon

Partial Sum Minimization of Singular Values in Robust PCA: Algorithm and Applications

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2016 [Project page] [arXiv]
Tae-Hyun Oh, Yu-Wing Tai, Jean-Chales Bazin, Hyeongwoo Kim, In So Kweon

2015

Pseudo-Bayesian Robust PCA: Algorithms and Analysis

arXiv 2015 [arXiv]
Tae-Hyun Oh, David Wipf, Yasuyuki Matsushita, In So Kweon

Robust High Dynamic Range Imaging by Rank Minimization

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2015 [Code] [IEEE Xplore]
Tae-Hyun Oh, Joon-Young Lee, Yu-Wing Tai, In So Kweon

An Autonomous Driving System for Unknown Environments using a Unified Map

IEEE Transactions on Intelligence Transportation Systems (TITS) 2015 [IEEE Xplore] [Video]
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