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Journal Articles

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2022
[j11]
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Hyundong Jin, Kimin Yun, Eunwoo Kim:
Gating Mechanism in Deep Neural Networks for Resource-Efficient Continual Learning. IEEE Access 10: 18776-18786 (2022)
[j10]
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  - journals/sensors/LeeYC22
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Geonu Lee, Kimin Yun, Jungchan Cho:
Occluded Pedestrian-Attribute Recognition for Video Sensors Using Group Sparsity. Sensors 22(17): 6626 (2022)
[j9]
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Hyung-Il Kim, Kimin Yun, Yong Man Ro:
Face Shape-Guided Deep Feature Alignment for Face Recognition Robust to Face Misalignment. IEEE Trans. Biom. Behav. Identity Sci. 4(4): 556-569 (2022)
2021
[j8]
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Geonu Lee, Kimin Yun, Jungchan Cho:
Improved Human-Object Interaction Detection Through On-the-Fly Stacked Generalization. IEEE Access 9: 34251-34263 (2021)
[j7]
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Youngwan Lee, Hyung-Il Kim, Kimin Yun, Jinyoung Moon:
Diverse Temporal Aggregation and Depthwise Spatiotemporal Factorization for Efficient Video Classification. IEEE Access 9: 163054-163064 (2021)
2020
[j6]
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Kimin Yun, Jongyoul Park, Jungchan Cho:
Robust Human Pose Estimation for Rotation via Self-Supervised Learning. IEEE Access 8: 32502-32517 (2020)
2018
[j5]
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Sangdoo Yun, Jongwon Choi, Youngjoon Yoo, Kimin Yun, Jin Young Choi:
Action-Driven Visual Object Tracking With Deep Reinforcement Learning. IEEE Trans. Neural Networks Learn. Syst. 29(6): 2239-2252 (2018)
2017
[j4]
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Kimin Yun, Young Joon Yoo, Jin Young Choi:
Motion interaction field for detection of abnormal interactions. Mach. Vis. Appl. 28(1-2): 157-171 (2017)
[j3]
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Kimin Yun, Jongin Lim, Jin Young Choi:
Scene conditional background update for moving object detection in a moving camera. Pattern Recognit. Lett. 88: 57-63 (2017)
2014
[j2]
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Soo Wan Kim, Shimin Yin, Kimin Yun, Jin Young Choi:
Spatio-temporal weighting in local patches for direct estimation of camera motion in video stabilization. Comput. Vis. Image Underst. 118: 71-83 (2014)
2013
[j1]
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Soo Wan Kim, Kimin Yun, Kwang Moo Yi, Sun Jung Kim, Jin Young Choi:
Detection of moving objects with a moving camera using non-panoramic background model. Mach. Vis. Appl. 24(5): 1015-1028 (2013)

Conference and Workshop Papers

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2022
[c22]
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Sunoh Kim, Taegil Ha, Kimin Yun, Jin Young Choi:
SWAG-Net: Semantic Word-Aware Graph Network for Temporal Video Grounding. CIKM 2022: 982-992
[c21]
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Youngwan Lee, Joong-Won Hwang, Hyung-Il Kim, Kimin Yun, Yongjin Kwon, Yuseok Bae, Sung Ju Hwang:
Localization Uncertainty Estimation for Anchor-Free Object Detection. ECCV Workshops (8) 2022: 27-42
2021
[c20]
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Kangmin Bae, Kimin Yun, Jungchan Cho, Yuseok Bae:
The Dataset and Baseline Models to Detect Human Postural States Robustly against Irregular Postures. AVSS 2021: 1-8
[c19]
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Sunoh Kim, Kimin Yun, Jin Young Choi:
Position-aware Location Regression Network for Temporal Video Grounding. AVSS 2021: 1-8
2020
[c18]
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Kangmin Bae, Kimin Yun, Hyung-Il Kim, Youngwan Lee, Jongyoul Park:
Anti-Litter Surveillance based on Person Understanding via Multi-Task Learning. BMVC 2020
[c17]
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Kimin Yun, Hyungil Kim, Kangmin Bae, Jongyoul Park:
Unsupervised Moving Object Detection through Background Models for PTZ Camera. ICPR 2020: 3201-3208
2019
[c16]
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Sunoh Kim, Kimin Yun, Jongyoul Park, Jin Young Choi:
Skeleton-Based Action Recognition of People Handling Objects. WACV 2019: 61-70
2018
[c15]
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Jeong-Min Seo, Haanju Yoo, Kimin Yun, Hyunil Kim, Sang-Il Choi:
Behavior Recognition of a Person in a Daily Video Using Joint Position Information. AIKE 2018: 172-174
2017
[c14]
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Sangdoo Yun, Jongwon Choi, Youngjoon Yoo, Kimin Yun, Jin Young Choi:
Action-Decision Networks for Visual Tracking with Deep Reinforcement Learning. CVPR 2017: 1349-1358
[c13]
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Byeongho Heo, Kimin Yun, Jin Young Choi:
Appearance and motion based deep learning architecture for moving object detection in moving camera. ICIP 2017: 1827-1831
2016
[c12]
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Young Joon Yoo, Kimin Yun, Sangdoo Yun, Jonghee Hong, Hawook Jeong, Jin Young Choi:
Visual Path Prediction in Complex Scenes with Crowded Moving Objects. CVPR 2016: 2668-2677
[c11]
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Sangdoo Yun, Kimin Yun, Jongwon Choi, Jin Young Choi:
Density-Aware Pedestrian Proposal Networks for Robust People Detection in Crowded Scenes. ECCV Workshops (2) 2016: 643-654
[c10]
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Kimin Yun, Jongin Lim, Sangdoo Yun, Soo Wan Kim, Jin Young Choi:
Attention-inspired moving object detection in monocular dashcam videos. ICPR 2016: 2706-2711
2015
[c9]
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Byeongju Lee, Kimin Yun, Jongwon Choi, Jin Young Choi:
Robust pan-tilt-zoom tracking via optimization combining motion features and appearance correlations. AVSS 2015: 1-6
[c8]
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Byeongju Lee, Jongwon Choi, Kimin Yun, Jin Young Choi:
Gradient preserving RGB-to-gray conversion using random forest. ICIP 2015: 3170-3174
[c7]
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Kimin Yun, Jin Young Choi:
Robust and fast moving object detection in a non-stationary camera via foreground probability based sampling. ICIP 2015: 4897-4901
2014
[c6]
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Sangdoo Yun, Kimin Yun, Soo Wan Kim, Youngjoon Yoo, Jiyeoup Jeong:
Visual surveillance briefing system: Event-based video retrieval and summarization. AVSS 2014: 204-209
[c5]
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Kimin Yun, Hawook Jeong, Kwang Moo Yi, Soo Wan Kim, Jin Young Choi:
Motion Interaction Field for Accident Detection in Traffic Surveillance Video. ICPR 2014: 3062-3067
[c4]
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  - conf/isvc/SandhanYC14
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Tushar Sandhan, Kimin Yun, Jin Young Choi:
Proximity Clustering for Revealing a Semantically Dominant Class. ISVC (2) 2014: 63-73
[c3]
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Kimin Yun, Jiyun Kim, Soo Wan Kim, Hawook Jeong, Jin Young Choi:
Learning with Adaptive Rate for Online Detection of Unusual Appearance. ISVC (1) 2014: 698-707
2013
[c2]
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  - conf/cvpr/YiYKCC13
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Kwang Moo Yi, Kimin Yun, Soo Wan Kim, Hyung Jin Chang, Jin Young Choi:
Detection of Moving Objects with Non-stationary Cameras in 5.8ms: Bringing Motion Detection to Your Mobile Device. CVPR Workshops 2013: 27-34
2011
[c1]
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  - conf/dicta/YunKC11
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Kimin Yun, Soo Wan Kim, Jin Young Choi:
Probabilistic Approach with Three Hierarchies of Motion Estimation for Video Stabilization. DICTA 2011: 262-267

Informal and Other Publications

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2024
[i7]
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  - journals/corr/abs-2403-09199
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Hyung-Il Kim, Kimin Yun, Jun-Seok Yun, Yuseok Bae:
Customizing Segmentation Foundation Model via Prompt Learning for Instance Segmentation. CoRR abs/2403.09199 (2024)
2022
[i6]
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  - journals/corr/abs-2204-05499
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Sunoh Kim, Kimin Yun, Jin Young Choi:
Position-aware Location Regression Network for Temporal Video Grounding. CoRR abs/2204.05499 (2022)
[i5]
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  - journals/corr/abs-2209-07220
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Hyung-Il Kim, Kimin Yun, Yong Man Ro:
Face Shape-Guided Deep Feature Alignment for Face Recognition Robust to Face Misalignment. CoRR abs/2209.07220 (2022)
2021
[i4]
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  - journals/corr/abs-2110-08708
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Geonu Lee, Kimin Yun, Jungchan Cho:
Robust Pedestrian Attribute Recognition Using Group Sparsity for Occlusion Videos. CoRR abs/2110.08708 (2021)
2020
[i3]
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  - journals/corr/abs-2006-15607
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Youngwan Lee, Joong-won Hwang, Hyungil Kim, Kimin Yun, Jongyoul Park:
Localization Uncertainty Estimation for Anchor-Free Object Detection. CoRR abs/2006.15607 (2020)
[i2]
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  - journals/corr/abs-2012-00317
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Youngwan Lee, Hyungil Kim, Kimin Yun, Jinyoung Moon:
Diverse Temporal Aggregation and Depthwise Spatiotemporal Factorization for Efficient Video Classification. CoRR abs/2012.00317 (2020)
2019
[i1]
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  - journals/corr/abs-1901-06882
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Sunoh Kim, Kimin Yun, Jongyoul Park, Jin Young Choi:
Skeleton-based Action Recognition of People Handling Objects. CoRR abs/1901.06882 (2019)

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