đź“–

Conferences & Journals

To check out AMI Lab's domestic publication list, please refer to this page
To check out AMI Lab's domestic publication list, please refer to this page
Information about computer vision and machine learning academic field * Top-tier conferences : CVPR, ICCV, ECCV, NeurIPS (NIPS), ICML, and ICLR are considered as high prestigious and top-tier conferences, which deem to have larger impacts than most SCI journals. According to Google scholar metrics, all these conferences are listed in the top 100 in all academic fields. Out of them, CVPR is the 5th rank (Science and Nature are the 1st and 3rd ranked) among all academic fields, In terms of the acceptance rate, oral presentations are about <4% and poster presentations about 25%, i.e., highly competitive. * Top-tier journals : IEEE TPAMI has the highest impact factor across all computer science categories. As of 2021, the impact factor of TPAMI is 24.314.

2022

Journals

Dense Relational Image Captioning via Multi-task Triple-Stream Networks

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), to appear (IF 24.314) [arXiv] [Github]
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) 2022 (IF 24.314) [PDF]
Kyungdon Joo, Hongdong Li, Tae-Hyun Oh, In So Kweon

Neural-Network-Based Automated Synthesis of Transformer Matching Circuits for RF Amplifier Design

IEEE Transactions on Microwave Theory and Techniques, to appear (IF 4.381) [PDF]
Dongyoon Lee, Gibeom Shin, Seunghoon Lee, Kyunghwan Kim, Tae-Hyun Oh, Ho-Jin Song

ENInst: Enhancing Weakly-supervised Low-shot Instance Segmentation

Under Review - IEEE Transactions on Neural Networks and Learning Systems (TNNLS)
Moon Ye-Bin, Dongmin Choi, Yongjin Kwon, Junsik Kim, Tae-Hyun Oh

Adversarial Semi-Supervised Image Captioning

Under Review - IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
Dong-Jin Kim, Tae-Hyun Oh, Jinsoo Choi, In So Kweon

An Iterative Method for Unsupervised Robust Anomaly Detection under Data Contamination

Under Review - IEEE Transactions on Neural Networks and Learning Systems (TNNLS)
Minkyung Kim, Jongmin Yu, Junsik Kim, Tae-Hyun Oh, Jun Kyun Choi

Multi-stage High Rank Pruning for Lightweight Human 3D Mesh Recovery Model

Under Review - The Visual Computer Journal (TVCJ)
Dong Hun Ryou, Kim Youwang, Tae-Hyun Oh

Conferences

ComMU: Dataset for Combinatorial Music Generation

Conference on Neural Information Processing Systems (NeurIPS) — Dataset Track, 2022 [Paper] [Project Page]
Lee Hyun*, Taehyun Kim*, Hyolim Kang, Minjoo Ki, Hyeonchan Hwang, Kwanho Park, Sharang Han, Seon Joo Kim (*equal contribution)

CLIP-Actor: Text-Driven Recommendation and Stylization for Animating Human Meshes

European Conference on Computer Vision (ECCV) 2022 [arXiv] [Project Page] [Code]
Kim Youwang*, Kim Ji-Yeon*, Tae-Hyun Oh (*equal contribution)

HDR-Plenoxels: Self-Calibrating High Dynamic Range Radiance Fields

European Conference on Computer Vision (ECCV) 2022 [arXiv]

Conferences

Balanced Optical Flow Refinement by Bidirectional Constraint

IEEE International Conference on Image Processing (ICIP) 2014
Jongwon Choi, Hyeongwoo Kim, Tae-Hyun Oh, In So Kweon

Cost-Aware Depth Map Estimation for Lytro Camera

IEEE International Conference on Image Processing (ICIP) 2014
Min Jung Kim, Tae-Hyun Oh, In So Kweon

A Two Phase Approach for Pedestrian Detection

Workshop in conjunction with the 12th Asian Conference on Computer Vision (ACCVW) 2014
SoonMin Hwang, Tae-Hyun Oh, In So Kweon

2013

Conferences

Partial Sum Minimization of Singular Values in RPCA for Low-Level Vision

IEEE International Conference on Computer Vision (ICCV) 2013 [PDF]
Tae-Hyun Oh, Hyeongwoo Kim, Yu-Wing Tai, Jean-Chales Bazin, In So Kweon

High Dynamic Range Imaging by a Rank-1 Constraint

IEEE International Conference on Image Processing (ICIP) 2013 [PDF] [Code]
Tae-Hyun Oh, Joon-Young Lee, In So Kweon

Hierarchical 3D Line Restoration based on Angular Proximity in Structured Environments

IEEE International Conference on Image Processing (ICIP) 2013 [PDF]
Kyungdon Joo, Tae-Hyun Oh, Hyeongwoo Kim, In So Kweon

2012

Conferences

Autonomous Homing based on Laser-Camera Fusion System

IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 2012 [PDF]
Dong-Geol Choi, Inwook Shim, Yunsu Bok, Tae-Hyun Oh, In So Kweon

A Tensor Voting Approach for Multi-View 3D Scene Flow Estimation and Refinement

European Conference on Computer Vision (ECCV) 2012 [PDF]
Jaesik Park, Tae-Hyun Oh, Jiyoung Jung, Yu-Wing Tai, In So Kweon

Real-Time Motion Detection based on Discrete Cosine Transform

IEEE International Conference on Image Processing (ICIP) 2012 [PDF]
Tae-Hyun Oh, Joon-Young Lee, In So Kweon