Unifying Low-Resolution and High-Resolution Alignment by Event Cameras for Space-Time Video Super-Resolution
Hoonhee Cho, Jae-Young Kang, Taewoo Kim, Yuhwan Jeong, and Kuk-Jin Yoon
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2025
[PDF]
A Benchmark Dataset for Event-Guided Human Pose Estimation and Tracking in Extreme Conditions
Hoonhee Cho*, Taewoo Kim*, Yuhwan Jeong, and Kuk-Jin Yoon (*equal contribution)
Conference on Neural Information Processing Systems (NeurIPS), 2024
[PDF]
TALoS: Enhancing Semantic Scene Completion via Test-time Adaptation on the Line of Sight
Hyun-Kurl Jang*, Jihun Kim*, Hyeokjun Kweon*, and Kuk-Jin Yoon (*equal contribution)
Conference on Neural Information Processing Systems (NeurIPS), 2024
[PDF]
Disentangled Cross-modal Fusion for Event-guided Image Super-Resolution
Minjie Liu*, Hongjian Wang*, Kuk-Jin Yoon, and Lin Wang (*equal contribution)
IEEE Transactions on Artificial Intelligence (TAI), 2024
[PDF]
Prompt-Driven Contrastive Learning for Transferable Adversarial Attacks
Hunmin Yang, Jongoh Jeong, and Kuk-Jin Yoon
European Conference on Computer Vision (ECCV) 2024 (oral)
[PDF]
Towards Real-world Event-guided Low-light Video Enhancement and Deblurring
Taewoo Kim, Jaeseok Jeong, Hoonhee Cho, Yuhwan Jeong, and Kuk-Jin Yoon
European Conference on Computer Vision (ECCV) 2024
[PDF]
Phase Concentration and Shortcut Suppression for Weakly Supervised Semantic Segmentation
Hoyong Kwon, Jaeseok Jeong, Sung-Hoon Yoon, and Kuk-Jin Yoon
European Conference on Computer Vision (ECCV) 2024
[PDF]
Temporal Event Stereo via Joint Learning with Stereoscopic Flow
Hoonhee Cho*, Jae-Young Kang*, and Kuk-Jin Yoon (*equal contribution)
European Conference on Computer Vision (ECCV) 2024
[PDF]
Finding Meaning in Points: Weakly-Supervised Semantic Segmentation for Event Cameras
Hoonhee Cho*, Sung-Hoon Yoon*, Hyeokjun Kweon*, and Kuk-Jin Yoon (*equal contribution)
European Conference on Computer Vision (ECCV) 2024
[PDF]
Diffusion-Guided Weakly Supervised Semantic Segmentation
Sung-Hoon Yoon, Hoyong Kwon*, Jaeseok Jeong*, Daehee Park, and Kuk-Jin Yoon (*equal contribution)
European Conference on Computer Vision (ECCV) 2024
[PDF]
On-the-fly Category Discovery for LiDAR Semantic Segmentation
Hyeonseong Kim*, Sung-Hoon Yoon*, Minseok Kim, and Kuk-Jin Yoon (*equal contribution)
European Conference on Computer Vision (ECCV) 2024
[PDF]
Syn-to-Real Domain Adaptation for Point Cloud Completion via Part-based Approach
Yunseo Yang*, Jihun Kim*, and Kuk-Jin Yoon (*equal contribution)
European Conference on Computer Vision (ECCV) 2024
[PDF]
CMTA: Cross-Modal Temporal Alignment for Event-guided Video Deblurring
Taewoo Kim*, Hoonhee Cho*, and Kuk-Jin Yoon (*equal contribution)
European Conference on Computer Vision (ECCV) 2024
[PDF]
GMT: Enhancing Generalizable Neural Rendering via Geometry-Driven Multi-Reference Texture Transfer
Youngho Yoon*, Hyun-Kurl Jang*, and Kuk-Jin Yoon (*equal contribution)
European Conference on Computer Vision (ECCV) 2024
[PDF]
LiDAR-based All-weather 3D Object Detection via Prompting and Distilling 4D Radar
Yujeong Chae, Hyeonseong Kim, Changgyoon Oh, Minseok Kim, and Kuk-Jin Yoon
European Conference on Computer Vision (ECCV) 2024
[PDF]
Towards Robust Event-based Networks for Nighttime via Unpaired Day-to-Night Event Translation
Yuhwan Jeong*, Hoonhee Cho*, and Kuk-Jin Yoon (*equal contribution)
European Conference on Computer Vision (ECCV) 2024
[PDF]
From SAM to CAMs: Exploring Segment Anything Model for Weakly Supervised Semantic Segmentation
Hyeokjun Kweon and Kuk-Jin Yoon
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2024 (oral)
[PDF]
Multi-agent Long-term 3D Human Pose Forecasting via Interaction-aware Trajectory Conditioning
Jaewoo Jeong*, Daehee Park*, and Kuk-Jin Yoon (*equal contribution)
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2024 (highlight)
[PDF]
Weakly Supervised Point Cloud Semantic Segmentation via Artificial Oracle
Hyeokjun Kweon*, Jihun Kim*, and Kuk-Jin Yoon (*equal contribution)
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2024
[PDF]
Towards Robust 3D Object Detection with LiDAR and 4D Radar Fusion in Various Weather Conditions
Yujeong Chae, Hyeonseong Kim, and Kuk-Jin Yoon
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2024
[PDF]
Quantifying Task Priority for Multi-Task Optimization
Wooseong Jeong and Kuk-Jin Yoon
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2024
[PDF]
Class Tokens Infusion for Weakly Supervised Semantic Segmentation
Sung-Hoon Yoon, Hoyong Kwon, Hyeonseong Kim, and Kuk-Jin Yoon
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2024
[PDF]
TTA-EVF: Test-Time Adaptation for Event-based Video Frame Interpolation via Reliable Pixel and Sample Estimation
Hoonhee Cho, Taewoo Kim, Yuhwan Jeong, and Kuk-Jin Yoon
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2024
[PDF]
Frequency-aware Event-based Video Deblurring for Real-World Motion Blur
Taewoo Kim*, Hoonhee Cho*, and Kuk-Jin Yoon (*equal contribution)
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2024
[PDF]
T4P: Test-Time Training of Trajectory Prediction via Masked Autoencoder and Actor-specific Token Memory
Daehee Park, Jaeseok Jeong, Sung-Hoon Yoon, Jaewoo Jeong, and Kuk-Jin Yoon
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2024
[PDF]
FACL-Attack: Frequency-Aware Contrastive Learning for Transferable Adversarial Attacks
Hunmin Yang*, Jongoh Jeong*, and Kuk-Jin Yoon (*equal contribution)
Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI) 2024
[PDF]
Improving Transferability for Cross-domain Trajectory Prediction via Neural Stochastic Differential Equation
Daehee Park, Jaewoo Jeong, and Kuk-Jin Yoon
Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI) 2024
[PDF]
Video-kMaX: A Simple Unified Approach for Online and Near-Online Video Panoptic Segmentation
Inkyu Shin, Dahun Kim, Qihang Yu, Jun Xie, Hong-Seok Kim, Bradley Green, In So Kweon, Kuk-Jin Yoon, and Liang-Chieh Chen
Winter Conference on Applications of Computer Vision 2024
[PDF]
Stable Surface Regularization for Fast Few-Shot NeRF
Byeongin Joung, Byeong-Uk Lee, Jaesung Choe, Ukcheol Shin, Minjun Kang, Taeyeop Lee, In So Kweon, Kuk-Jin Yoon
3DV 2024
[PDF]
EasyFuse: Easy-to-Learn Visible and Infrared Image Fusion Framework based on Unpaired Set
Seongyong Ahn, Inwook Shim, Jihong Min, Kuk-Jin Yoon
Pattern Recognition Letters
[PDF]
Learning Point Cloud Completion without Complete Point Clouds: A Pose-aware Approach
Jihun Kim, Hyeokjun Kweon, Yunseo Yang, and Kuk-Jin Yoon
IEEE/CVF International Conference on Computer Vision (ICCV) 2023
[PDF]
Label-Free Event-based Object Recognition via Joint Learning with Image Reconstruction from Events
Hoonhee Cho*, Hyeonseong Kim*, Yujeong Chae, and Kuk-Jin Yoon (*: Co-first authors)
IEEE/CVF International Conference on Computer Vision (ICCV) 2023 (oral)
[PDF]
Non-Coaxial Event-guided Motion Deblurring with Spatial Alignment
Hoonhee Cho, Yuhwan Jeong, Taewoo Kim, and Kuk-Jin Yoon
IEEE/CVF International Conference on Computer Vision (ICCV) 2023
[PDF]
MATE: Masked Autoencoders are Online 3D Test-Time Learners
Muhammad Jehanzeb Mirza, Inkyu Shin, Wei Lin, Andreas Schriebl, Kunyang Sun, Jaesung Choe, Mateusz Kozinski, Horst Possegger, In So Kweon, Kuk-Jin Yoon, and Horst Bischof
IEEE/CVF International Conference on Computer Vision (ICCV) 2023
[PDF]
Video-kMaX: A Simple Unified Approach for Online and Near-Online Video Panoptic Segmentation
Inkyu Shin, Dahun Kim, Qihang Yu, Jun Xie, Hong-Seok Kim, Bradley Green, In So Kweon, Kuk-Jin Yoon, and Liang-Chieh Chen
IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshop (CVPRW) on Transformers for Vision
[PDF]
One-Shot Neural Fields for 3D Object Understanding
Valts Blukis, Taeyeop Lee, Jonathan Tremblay, Bowen Wen, In So Kweon, Kuk-Jin Yoon, Dieter Fox, and Stan Birchfield
IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshop (CVPRW) on XRNeRF: Advances in NeRF for the Metaverse 2023
[PDF]
Deep Learning-based Gas Identification by Time-variant Illumination of a Single Micro LED-embedded Gas Sensor
Incheol Cho*, Kichul Lee*, Young Chul Sim, Jaeseok Jeong, Minkyu Cho, Heechan Jung, Mingu Kang, Yong-Hoon Cho, Seung Chul Ha, Kuk-Jin Yoon‡, and Inkyu Park‡ (*: Co-first authors, ‡: Co-corresponding authors)
Light: Science & Applications
[PDF]
Ultra-Low-Power E-Noise System Based on Multi-Micro-LED-Integrated, Nanostructured Gas Sensors and Deep Learning
Kichul Lee, Incheol Cho, Mingu Kang, Jaeseok Jeong, Minho Choi, Kiew Young Woo, Kuk-Jin Yoon‡, Yong-Hoon Cho‡, and Inkyu Park‡ (‡: Co-corresponding authors)
ACS NANO
[PDF]
Weakly Supervised Semantic Segmentation via Adversarial Learning of Classifier and Reconstructor
Hyeokjun Kweon*, Sung-Hoon Yoon*, and Kuk-Jin Yoon
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2023
[PDF]
Learning Adaptive Dense Event Stereo from the Image Domain
Hoonhee Cho, Jegyeong Cho, and Kuk-Jin Yoon
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2023
[PDF]
TTA-COPE: Test-Time Adaptation for Category-Level Object Pose Estimation
Taeyeop Lee, Jonathan Tremblay, Valts Blukis, Bowen Wen, Byeong-Uk Lee, Inkyu Shin, Stan Birchfield, In So Kweon, and Kuk-Jin Yoon
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2023
[PDF]
Single Domain Generalization for LiDAR Semantic Segmentation
Hyeonseong Kim*, Yoonsu Kang*, Changgyoon Oh, and Kuk-Jin Yoon
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2023
[PDF]
Cross-Guided Optimization of Radiance Fields with Multi-View Image Super-Resolution for High-Resolution Novel View Synthesis
Youngho Yoon and Kuk-Jin Yoon
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2023
[PDF]
Event-based Video Frame Interpolation with Cross-Modal Asymmetric Bidirectional Motion Fields
Taewoo Kim, Yujeong Chae, Hyun-Kurl Jang, and Kuk-Jin Yoon
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2023 (selected as a highlight paper)
[PDF]
Leveraging Future Relationship Reasoning for Vehicle Trajectory Prediction
Daehee Park, Hobin Ryu, Yunseo Yang, Jegyeong Cho, Jiwon Kim, and Kuk-Jin Yoon
The International Conference on Learning Representations (ICLR) 2023
[PDF]
Pixel-wise Warping for Deep Image Stitching
Hyeokjun Kweon*, Hyeonseong Kim*, Yoonsu Kang*, Youngho Yoon*, Wooseong Jeong, and Kuk-Jin Yoon
Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI) 2023
[PDF]
Efficient Reference-based Video Super-Resolution (ERVSR): Single Reference Image Is All You Need
Hoonhee Cho*, Jinsu Lim*, Minji Lee*, Youngrae Kim*, Dongman Lee, Ho-Jin Choi, and Kuk-Jin Yoon
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2023
[PDF]
Artificial Olfactory Neuron for an In-sensor Neuromorphic Nose
Joon-Kyu Han*, Mingu Kang*, Jaeseok Jeong, Incheol Cho, Ji-Man Yu, Kuk-Jin Yoon, Inkyu Park‡, and Yang-Kyu Choi‡ (*: Co-first authors, ‡: Co-corresponding authors)
ADVANCED SCIENCE
[PDF]
High Accuracy Real-time Multi-Gas Identification by Batch-Uniform Gas Sensor Array and Deep Learning Algorithm
Mingu Kang, Incheol Cho, Jaeho Park, Jaeseok Jeong, Kichul Lee, Byeongju Lee, Henriquez DD, Kuk-Jin Yoon‡, and Inkyu Park‡ (‡: Co-corresponding authors)
ACS SENSORS
[PDF]
Joint Learning of 2D-3D Weakly Supervised Semantic Segmentation
Hyeokjun Kweon and Kuk-Jin Yoon
The Conference on Neural Information Processing Systems (NeurIPS) 2022
[PDF]
Facial Depth and Normal Estimation using Single Dual-Pixel Camera
Minjun Kang, Jaesung Choe, Hyowon Ha, Hae-Gon Jeon, Sunghoon Im, In So Kweon, and Kuk-Jin Yoon
European Conference on Computer Vision (ECCV) 2022
[PDF]
Selection and Cross Similarity for Event-Image Deep Stereo
Hoonhee Cho and Kuk-Jin Yoon
European Conference on Computer Vision (ECCV) 2022
[PDF]
Adversarial Erasing Framework via Triplet with Gated Pyramid Pooling Layer for Weakly Supervised Semantic Segmentation
Sung-Hoon Yoon*, Hyeokjun Kweon*, Je-Gyeong Cho, Shin-Jeong Kim, and Kuk-Jin Yoon
European Conference on Computer Vision (ECCV) 2022
[PDF]
BIPS: Bi-modal Indoor Panorama Synthesis via Residual Depth-aided Adversarial Learning
Changgyoon Oh*, Wonjune Cho*, Yujeong Chae*, Daehee Park*, Lin Wang and Kuk-Jin Yoon
European Conference on Computer Vision (ECCV) 2022
[PDF]
Event-guided Deblurring of Unknown Exposure Time Videos
Taewoo Kim, Jeongmin Lee, Lin Wang, and Kuk-Jin Yoon
European Conference on Computer Vision (ECCV) 2022 (oral)
[PDF]
Multi-Source Domain Alignment for Robust Segmentation in Unknown Targets
Pranjay Shyam, Kuk-Jin Yoon, and Kyung-Soo Kim
The 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2022)
[PDF]
Infra Sim-to-Real : An efficient baseline and dataset for Infrastructure based Online Object Detection and Tracking using Domain Adaptation
Pranjay Shyam, Sumit Mishra, Kuk-Jin Yoon, and Kyung-Soo Kim
IEEE Intelligent Vehicles Symposium 2022
[PDF]
Semi-Supervised Hyperspectral Object Detection Challenge Results – PBVS 2022
Aneesh Rangnekar, Zack Mulhollan, Anthony Vodacek, Matthew Hoff man, Angel Sappa, Jun Yu, Liwen Zhang, Shenshen Du, Hao Chang, Keda Lu, Zhong Zhang, Fang Gao, Ye Yu, Feng Shuang, Lei Wang, Qiang Ling, Pranjay Shyam, Kyung-Soo Kim, and Kuk-Jin Yoon
18th IEEE Workshop on Perception Beyond the Visible Spectrum (PBVS) 2022
[PDF]
SphereSR: 360° Image Super-Resolution with Arbitrary Projection via Continuous Spherical Image Representation
Youngho Yoon, Inchul Chung, Lin Wang, and Kuk-Jin Yoon
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2022 (oral)
[PDF]
UDA-COPE: Unsupervised Domain Adaptation for Category-level Object Pose Estimation
Taeyeop Lee, Byeong-Uk Lee, Inkyu Shin, Jaesung Choe, Ukcheol Shin, In So Kweon, and Kuk-Jin Yoon
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2022
[PDF]
MM-TTA: Multi-Modal Test-Time Adaptation for 3D Semantic Segmentation
Inkyu Shin, Yi-Hsuan Tsai, Samuel Schulter, Bingbing Zhuang, Buyu Liu, Sparsh Garg, In So Kweon, and Kuk-Jin Yoon
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2022
[PDF]
GIQE: Generic Image Quality Enhancement via N^th Order Iterative Degradation
Pranjay Shyam, Kyung-Soo Kim, and Kuk-Jin Yoon
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2022
[PDF]
Stereo Depth from Events Cameras: Concentrate and Focus on the Future
YeongWoo Nam, Sayed Mohammad Mostafavi Isfahani, Kuk-Jin Yoon, and Jonghyun Choi
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2022
[PDF]
Event-image Fusion Stereo using Cross-modality Feature Propagation
Hoonhee Cho and Kuk-Jin Yoon
Thirty-Six AAAI Conference on Artificial Intelligence (AAAI 2022)
[PDF]
Weakly Supervised Approach for Joint Object and Lane Marking Detection
Shyam, Pranjay, Kim, Kyung-Soo,and Kuk-Jin Yoon
IEEE/CVF International Conference on Computer Vision Workshops (ICCVW)
[PDF]
Deep Learning for HDR Imaging: State-of-the-Art and Future Trends
Lin Wang and Kuk-Jin Yoon
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
[PDF]
Lightweight HDR Camera ISP for Robust Perception in Dynamic Illumination Conditions via Fourier Adversarial Networks
Pranjay Shyam, Sandeep Singh Sengar, Kuk-Jin Yoon, and Kyung-Soo Kim
British Machine Vision Conference (BMVC) 2021
[PDF]
Joint Framework for Single Image Reconstruction and Super-Resolution with an Event Camera
Lin Wang, Taekyun Kim, and Kuk-Jin Yoon
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
[PDF]
PSAT-GAN: Efficient Adversarial Attacks against Holistic Scene Understanding
Lin Wang and Kuk-Jin Yoon
IEEE Transactions on Image Processing (TIP)
[PDF]
Event-Intensity Stereo: Estimating Depth by the Best of Both Worlds
Mohammad Mostafavi, Kuk-Jin Yoon, and Jonghyun Choi
IEEE/CVF International Conference on Computer Vision (ICCV) 2021
[PDF]
Learning Icosahedral Spherical Probability Map Based on Bingham Mixture Model for Vanishing Point Estimation
Haoang Li, Kai Chen, Kyungdon Joo, Pyojin Kim, Kuk-Jin Yoon, Zhe Liu, and Yunhui Liu
IEEE/CVF International Conference on Computer Vision (ICCV) 2021
[PDF]
Dual Transfer Learning for Event-based End-task Prediction via PluggableEvent to Image Translation
Lin Wang, Yujeong Chae, and Kuk-Jin Yoon
IEEE/CVF International Conference on Computer Vision (ICCV) 2021
[PDF]
Unlocking the Potential of Ordinary Classifier: Class-specific Adversarial Erasing Framework for Weakly Supervised Semantic Segmentation
Hyeokjun Kweon*, Sung-Hoon Yoon*, Hyeonseong Kim, Daehee Park, and Kuk-Jin Yoon
IEEE/CVF International Conference on Computer Vision (ICCV) 2021
[PDF]
Semi-supervised Student-Teacher Learning for Single Image Super-Resolution
Lin Wang and Kuk-Jin Yoon
Pattern Recognition (PR), 2021
[PDF]
E2SRI: Learning to Super-Resolve IntensityImages from Events
Mohammad Mostafavi, Yeongwoo Nam, Jonghyun Choi and Kuk-Jin Yoon
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Improvement of Optical Flow Estimation by Using the Hampel Filter for Low-End Embedded Systems
Ji-il Park, Yeongseok Lee, Eungyo Suh, Hyunyong Jeon, Kuk-Jin Yoon* and Kyung-Soo Kim*
IEEE Robotics and Automation Letters (RA-L) 2021 (presented at IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 2021)
Scanline Resolution-invariant Depth Completion using a Single Image and Sparse LiDAR Point Cloud
Kwonyoung Ryu, Kang-il Lee, Jegyeong Cho and Kuk-Jin Yoon
IEEE Robotics and Automation Letters (RA-L) 2021 (presented at IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 2021)
[PDF]
EOMVS : Event-based Omnidirectional Multi-View Stereo
Hoonhee Cho, Jae-Seok Jeong and Kuk-Jin Yoon
IEEE Robotics and Automation Letters (RA-L) 2021 (presented atIEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 2021)
[PDF]
Evaluating Region Modification based Data Augmentation Techniques for Low Level Vision Tasks
Pranjay Shyam, Sandeep Singh Sengar, Kuk-Jin Yoon and Kyung-Soo Kim
IJCAI 2021 Workshop on Artificial Intelligence for Autonomous Driving
[PDF]
EvDistill: Asynchronous Events to End-task Learning via Bidirectional Reconstruction-guided Cross-modal Knowledge Distillation
Lin Wang, Yujeong Chae, Sung-Hoon Yoon, Tae-Kyun Kim, and Kuk-Jin Yoon
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2021
[PDF]
Adversarially trained Hierarchical Feature Extractor for Vehicle Re-identification
Pranjay Shyam, Kuk-Jin Yoon and Kyung-Soo Kim
International Conference on Robotics and Automation (ICRA) 2021
[PDF]
Knowledge Distillation and Student-Teacher Learning for Visual Intelligence: A Review and New Outlooks
Lin Wang and Kuk-Jin Yoon
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
[PDF]
Towards Domain Invariant Single Image Dehazing
Pranjay Shyam, Kuk-Jin Yoon, and Kyung-Soo Kim
Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI 2021)
[PDF]
Learning to Reconstruct HDR Images from Events, with Applications to Depth and Flow Prediction
S. Mohammad Mostafavi I., Lin Wang, and Kuk-Jin Yoon
International Journal of Computer Vision (IJCV), 2021
[PDF]
SpherePHD: Applying CNNs on 360° Images with Non-Euclidean Spherical PolyHeDron Representation
Yeonkun Lee, Jaeseok Jeong, Jongseob Yun, Wonjune Cho, and Kuk-Jin Yoon
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
[PDF]
Loop-Net: Joint Unsupervised Disparity and Optical Flow Estimation of Stereo Videos with Spatiotemporal Loop Consistency
Taewoo Kim, Kwonyoung Ryu*, Kyeongseob Song*, and Kuk-Jin Yoon
IEEE Robotics and Automation Letters (RA-L) (presented at International Conference on Intelligent Robots and Systems (IROS) 2020)
[PDF]
EventSR: From Asynchronous Events to Image Reconstruction, Restoration, and Super-Resolution via End-to-End Adversarial Learning
Lin Wang , Tae-Kyun Kim, and Kuk-Jin Yoon
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2020
[PDF]
Learning to Super Resolve Intensity Images from Events
S. Mohammad Mostafavi I., Jonghyun Choi, and Kuk-Jin Yoon
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2020 (oral)
[PDF]
Dynamic Anchor Selection for Improving Object Localization
Pranjay Shyam, Kuk-Jin Yoon, and Kyung-Soo Kim
International Conference on Robotics and Automation (ICRA) 2020
[PDF]
Deceiving Image-to-Image Translation Networks for Autonomous Driving with Adversarial Perturbations
Lin Wang, Wonjune Cho, and Kuk-Jin Yoon
IEEE Robotics and Automation Letters (RA-L), 2020 (presented at International Conference on Robotics and Automation (ICRA) 2020)
Consistent multiple graph matching with multi-layer random walks synchronization
Han-Mu Park and Kuk-Jin Yoon
Pattern Recognition Letters, 2019
Exploiting Multi-layer Graph Factorization for Multi-attributed Graph Matching
Han-Mu Park and Kuk-Jin Yoon
Pattern Recognition Letters, 2019
Joint Estimation of Camera Orientation and Vanishing Points from an Image Sequence in a Non-Manhattan World
Jeong-Kyun Lee and Kuk-Jin Yoon
International Journal of Computer Vision (IJCV), 2019
Confidence Analysis of Feature Points for Visual-Inertial Odometry of Urban Vehicles
Chang-Ryeol Lee, and Kuk-Jin Yoon
IET Intelligent Transport Systems, 2019
[PDF]
Distance-based Camera Network Topology Inference for Person Re-identification
Yeong-Jun Cho and Kuk-Jin Yoon
Pattern Recognition Letters, 2019
Event-based High Dynamic Range Image and Very High Frame Rate Video Generation using Conditional Generative Adversarial Networks
S. Mohammad Mostafavi I.*, Lin Wang*, and Kuk-Jin Yoon (*: equal contribution)
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2019
SpherePHD: Applying CNNs on a Spherical PolyHeDron Representation of 360◦ Images
Yeon-Kun Lee*, Jae-Seok Jeong*, Won-June Cho*, Jong-Seob Yun*, and Kuk-Jin Yoon (*: equal contribution)
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2019
[PDF]
Learning and selecting confidence measures for robust stereo matching
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019
As-Planar-As-Possible Depth Map Estimation
Min-Gyu Park and Kuk-Jin Yoon
Computer Vision and Image Understanding (CVIU), 2019
Joint Person Re-identification and Camera Network Topology Inference in Multiple Cameras
Yeong-Jun Cho, Su-A Kim*, Jae-Han Park*, Kyuewang Lee, and Kuk-Jin Yoon
Computer Vision and Image Understanding (CVIU), 2019
Structural Constraint Data Association for Online Multi-object Tracking
Ju Hong Yoon , Chang-Ryeol Lee, Ming-Hsuan Yang, and Kuk-Jin Yoon
International Journal of Computer Vision (IJCV) , 2019
Stereo Vision aided Image Dehazing using Deep Neural Network
Jeong-Yun Na and Kuk-Jin Yoon
The 1st Workshop and Challenge on Comprehensive Video Understanding in the Wild 2018
PaMM: Pose-Aware Multi-Shot Matching for Improving Person Re-Identification
IEEE Transactions on Image Processing (TIP), 2018
Calibration and Noise Identification of a Rolling Shutter Camera and a Low-Cost Inertial Measurement Unit
Chang-Ryeol Lee, Ju Hong Yoon and Kuk-Jin Yoon
Sensors, 2018
Multi-attributed Graph Matching with Multi-layer Graph Structure and Multi-layer Random Walks
Han-Mu Park and Kuk-Jin Yoon
IEEE Transactions on Image Processing (TIP), 2018
Temporally Consistent Road Surface Profile Estimation Using Stereo Vision
Jeong-Kyun Lee and Kuk-Jin Yoon
IEEE Transactions on Intelligent Transportation Systems (T-ITS), 2018
Greedy Refinement of Object Proposals via Boundary-aligned Minimum Bounding Box Search
Han-Mu Park, Dae-Yong Cho, and Kuk-Jin Yoon
IET Computer Vision, 2018
Confidence-Based Data Association and Discriminative Deep Appearance Learning for Robust Online Multi-Object Tracking
Seung Hwan Bae and Kuk-Jin Yoon
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), vol. 40, no. 3, pp. 595-610, 2018.
Animal Detection in Huge Air-view Images using CNN-based Sliding Window
Young-Chul Yoon and Kuk-Jin Yoon
International Workshop on Frontiers of Computer Vision (IW-FCV), 2018
Unified framework for Automated Person Re-identification and Camera Network Topology Inference in Camera Networks
Yeong-Jun Cho, Jae-Han Park*, Su-A Kim*, Kyuewang Lee, and Kuk-Jin Yoon
International Workshop on Cross-domain Human Identification (in conjunction with ICCV)
Automatic Content-aware Projection for 360 Videos
Yeong Won Kim*, Chang-Ryeol Lee*, Dae-Yong Cho, Yong Hoon Kwon, Hyeok-Jae Choi, and Kuk-Jin Yoon
IEEE International Conference on Computer Vision (ICCV)
Joint Layout Estimation and Global Multi-View Registration for Indoor Reconstruction
Jeong-Kyun Lee*, Jae-Won Yea*, Min-Gyu Park, and Kuk-Jin Yoon
IEEE International Conference on Computer Vision (ICCV)
Multi-Object Tracking via Tracklet Confidence-Aided Relative Motion Analysis
Han-Mu Park, Se-Hoon Park, and Kuk-Jin Yoon
SPIE Journal of Electronic Imaging
Visual-Inertial RGB-D SLAM for Mobile Augmented Reality
Williem, Andre Ivan, Ho-Chang Seok, Jong-Woo Lim, Kuk-Jin Yoon, Ik-Hwan Cho, and In-Kyu Park
Advances in Multimedia Information Processing (PCM)
Point Density-Invariant 3D Object Detection and Pose Estimation
Su-A Kim and Kuk-Jin Yoon
IEEE International Conference on Image Processing
Adaptive Spatiotemporal Similarity Measure for Consistent Depth Maps
Yongho Shin and Kuk-Jin Yoon
The 4th International Conference on Computer Applications and Information Processing Technology (CAIPT 2017) Bali, Indonesia, August 8-10
A Wellness Platform for Stereoscopic 3D Video Systems Using EEG-based Visual Discomfort Evaluation Technology
Min-Koo Kang, Hohyun Cho, Han-Mu Park, Sung Chan Jun, and Kuk-Jin Yoon
Applied Ergonomics
Learning to Detect Dynamic Feature Points
Min-Gyu Park, Ju Hong Yoon, Jonghee Park, Jeong-Kyun Lee, and Kuk-Jin Yoon
IEEE Intelligent Vehicles Symposium (IV)
Joint Estimation of Multi-Target SNR and Dynamic States in Cluttered Environment
Seung-Hwan Bae, Jong-Youl Park, and Kuk-Jin Yoon
IET Radar, Sonar and Navigation
Cognitive Response and Cortical Oscillatory Processing for Various Stereoscopic Depths – Simultaneous EEG/MEG Study
Hohyun Cho, Min-Koo Kang, Sangtae Ahn, Moonyoung Kwon, Kuk-Jin Yoon, Kiwoong Kim, and Sung Chan Jun
Journal of Integrative Neuroscience
Multiple Styles Transfer Emphasizing Visual Saliency
Suho Cho and Kuk-Jin Yoon
Korea-Japan Joint Workshop on Frontiers of Computer Vision (FCV)
Cortical Responses and Shape Complexity of Stereoscopic Image – A Simultaneous EEG/MEG Study
Hohyun Cho, Min-Koo Kang, Sangtae Ahn, Moonyoung Kwon, Kuk-Jin Yoon, Kiwoong Kim, and Sung Chan Jun
NeuroSignals
Three-Point Direct Stereo Visual Odometry
Jeong-Kyun Lee and Kuk-Jin Yoon
27th British Machine Vision Conference (BMVC)
Multi-attributed Graph Matching with Multi-layer Random Walks
Han-Mu Park and Kuk-Jin Yoon
14th European Conference on Computer Vision (ECCV)
PatchMatch Belief Propagation Meets Depth Upsampling for High-resolution Depth Maps
Yongho Shin and Kuk-Jin Yoon
IET Electronics Letters
Encouraging second-order consistency for multiple graph matching
Han-Mu Park and Kuk-Jin Yoon
Machine Vision and Applications
Robust Online Multiple Object Tracking based on the Confidence-based Relative Motion Network and Correlation Filter
Se-Hoon Park, Kyuewang Lee, and Kuk-Jin Yoon
International Conference on Image Processing (ICIP)
Multi-Classier-based Automatic Polyp Detection in Endoscopic Images
Yeong-Jun Cho, Seung-Hwan Bae, and Kuk-Jin Yoon
Journal of Medical and Biological Engineering (JMBE)
PSR-Deterministic Search Range Penalization Method on Kernelized Correlation Filter Tracker
Kyu-Ewang Lee, Se-Hoon Park, and Kuk-Jin Yoon
13th International Conference on Ubiquitous Robots and Ambient Intelligence (URAI)
Online Multi-object Tracking via Structural Constraint Event Aggregation
Ju Hong Yoon, Chang-Ryeol Lee, Ming-Hsuan Yang, and Kuk-Jin Yoon
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR)
Improving Person Re-identification via Pose-aware Multi-shot Matching
Yeong-Jun Cho and Kuk-Jin Yoon
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR)
Robust spatiotemporal stereo against image motion and temporal disparity variation
Yongho Shin and Kuk-Jin Yoon
IET Electronics Letters
Interacting Multiview Tracker
Ju Hong Yoon, Ming-Hsuan Yang,and Kuk-Jin Yoon
IEEE Transactions on Pattern Analysis and Machine Intelligence