
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)
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Towards Domain Invariant Single Image Dehazing
Pranjay Shyam, Kuk-Jin Yoon, Kyung-Soo Kim
Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI 2021)
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Learning to Reconstruct HDR Images from Events, with Applications to Depth and Flow
S. Mohammad Mostafavi I., Lin Wang, and Kuk-Jin Yoon
International Journal of Computer Vision (IJCV), 2020
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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))
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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)
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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 (poster)
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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)
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Dynamic Anchor Selection for Improving Object Localization
Pranjay Shyam, Kuk-Jin Yoon, and Kyung-Soo Kim
International Conference on Robotics and Automation (ICRA) 2020
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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
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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
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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