International Conference
2024
157. Muhammad Adi Nugroho, Jinyoung Park, Donguk Kim, and Changick Kim, "Anchoring Vision and Language Knowledge for Weakly Supervised Group Activity Recognition", in IEEE International Conference on Visual Communications and Image Processing (VCIP), Dec 8-11, 2024.
156. Younghun Kim, Myung-Joon Kwon, Wonjun Lee, and Changick Kim, "FRIDAY: Mitigating Unintentional Facial Identity in Deepfake Detectors Gudided by Facial Recognizers", in IEEE International Conference on Visual Communications and Image Processing (VCIP), Dec 8-11, 2024.
155. Je-Seok Ham, J. Huang, P. Jiang, J. Moon, Y. Kwon, S. Saripalli, and Changick Kim. "OmniPredict: GPT-4o Enhanced Multi-modal Pedestrian Crossing Intention Prediction," in Proc. the 38th Annual Conference on Neural Information Processing Systems Workshop (NeurIPSW), Vancouver, Canada, Dec. 10 - Dec. 15, 2024.
154. Je-Seok Ham, S. Kim, J. Huang, P. Jiang, J. Moon, S. Saripalli, and Changick Kim, "LLaMAPed: Multi-modal Pedestrian Crossing Intention Prediction," in Proc. IEEE/CVF European Conference on Computer Vision Workshops (ECCVW), Milano, Italy, Sep. 29 - Oct. 04, 2024.
153. Byeongjun Park, Hyojun Go, Jin-Young Kim, Sangmin Woo, Seokil Ham, and Changick Kim. “Switch Diffusion Transformer: Synergizing Denoising Tasks with Sparse Mixture-of-Experts,” in Proc. IEEE/CVF European Conference on Computer Vision (ECCV), Milano, Italy, Sep. 29 - Oct. 04, 2024.
152. Jinyoung Park*, Hee-Seon Kim*, Kangwook Ko*, Minbeom Kim, and Changick Kim. “VideoMamba: Spatio-Temporal Selective State Space Model,” in Proc. IEEE/CVF European Conference on Computer Vision (ECCV), Milano, Italy, Sep. 29 - Oct. 04, 2024. (* These three authors contributed equally)
151. Muhammad Adi Nugroho, Sangmin Woo, Sumin Lee, Jinyoung Park, Yooseung Wang, Donguk Kim, and Changick Kim. “Flow-Assisted Motion Learning Network for Weakly-Supervised Group Activity Recognition,” in Proc. IEEE/CVF European Conference on Computer Vision (ECCV), Milano, Italy, Sep. 29 - Oct. 04, 2024.
150. Sumin Lee, Yooseung Wang, Sangmin Woo, and Changick Kim. “Spatio-Temporal Proximity-Aware Dual-Path Model for Panoramic Activity Recognition,” in Proc. IEEE/CVF European Conference on Computer Vision (ECCV), Milano, Italy, Sep. 29 - Oct. 04, 2024.
149. Kyujin Shim, Jubi Hwang, Kangwook Ko, and Changick Kim, "A Confidence-Aware Matching Strategy For Generalized Multi-Object Tracking," accepted to IEEE International Conference on Image Processing (ICIP), Oct. 2024.
148. Kyujin Shim, Kangwook Ko, Jubi Hwang, and Changick Kim, "AdapTrack: Adaptive Thresholding-Based Matching For Multi-Object Tracking," accepted to IEEE International Conference on Image Processing (ICIP), Oct. 2024.
147. Sangmin Woo*, Byeongjun Park*, H. Go, J. Kim and Changick Kim, "HarmonyView: Harmonizing Consistency and Diversity in One-Image-to-3D," in Proc. the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, USA, Jun. 17-21, 2024.
146. Byeongjun Park*, Sangmin Woo*, H. Go*, J. Kim* and Changick Kim, "Denoising Task Routing for Diffusion Models," in International Conference on Learning Representations (ICLR), Vienna, Austria, May. 7-11, 2024.
145. Jaehyuk Jang, Yooseung Wang, and Changick Kim, "TOWARDS ROBUST MULTIMODAL PROMPTING WITH MISSING MODALITIES," in Proc. the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Seoul, Korea, Apr. 14-19, 2024.
144. Sangmin Woo, So-Yeong Jeon, Jinyoung Park, Minji Son, Sumin Lee, and Changick Kim, "Sketch-based Video Object Localization," in Proc. the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Hawaii, USA, Jan. 4-6, 2024.
143. Byeongjun Park and Changick Kim, "Point-DynRF: Point-based Dynamic Radiance Fields from a Monocular Video," in Proc. the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Hawaii, USA, Jan. 4-6, 2024.
2023
142. Yooseug Wang, Jaehyuk Jang, and Changick Kim, "Noise-Augmented Missing Modality Aware Prompt based Learning for Robust Visual Recognition", in IEEE International Conference on Visual Communications and Image Processing (VCIP), Dec 4-7, 2023.
141. Muhammad Adi Nugroho, Sangmin Woo, Sumin Lee, and Changick Kim, "AHFu-Net: Align, Hallucinate, and Fuse Network for Missing Multimodal Action Recognition", in IEEE International Conference on Visual Communications and Image Processing (VCIP), Dec 4-7, 2023.
140. Donguk Kim, Sumin Lee, Sangmin Woo, Jinyoung Park, Muhammad Adi Nugroho, and Changick Kim, "Multi-Modal Social Group Activity Recognition in Panoramic Scene, in IEEE International Conference on Visual Communications and Image Processing (VCIP), Dec 4-7, 2023.
139. Inyong Koo*, Inyoung Lee*, Se-Ho Kim, Hee-Seon Kim, Woo-jin Jeon, and Changick Kim. “PG-RCNN: Semantic Surface Point Generation for 3D Object Detection,” in Proc. IEEE/CVF International Conference on Computer Vision (ICCV), Paris, France, Oct. 02 - 06, 2023. (* These two authors contributed equally)
138. Hee-Seon Kim, Minji Son, Minbeom Kim, Myung-Joon Kwon, and Changick Kim. “Breaking Temporal Consistency: Generating Video Universal Adversarial Perturbations Using Image Models,” in Proc. IEEE/CVF International Conference on Computer Vision (ICCV), Paris, France, Oct. 02 - 06, 2023.
137. Muhammad Adi Nugroho, Sangmin Woo, Sumin Lee, and Changick Kim. “Audio-Visual Glance Network for Efficient Video Recognition,” in Proc. IEEE/CVF International Conference on Computer Vision (ICCV), Paris, France, Oct. 02 - 06, 2023.
136. H. Kim*, Youngjun Kwak*, M. Jung, J. Shin, Y. Kim, and Changick Kim. “ProtoFL: Unsupervised Federated Learning via Prototypical Distillation,” Accepted to IEEE/CVF International Conference on Computer Vision (ICCV), 2023. (* These two authors contributed equally)
145. Yoonji Kim, Seungju Cho, Junyoung Byun, Myung-Joon Kwon, and Changick Kim, "Improving Adversarial Transferability via Feature Translation", Proc. the 29th IEEE International Conference on Image Processing (ICIP), Kuala Lumpur, Malaysia, Oct. 8-11, 2023.
134. Taekyung Kim, D. Das, Seokeon Choi, Minki Jeong, Seunghan Yang, S. Yun and Changick Kim. "Neural Transformation Network to Generate Diverse Views for Contrastive Learning," in Proc. the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Vancouver, Canada, Jun. 18 - 22, 2023.
133. Junyoung Byun, Myung-Joon Kwon, Seungju Cho, Yoonji Kim, and Changick Kim. "Introducing Competition to Boost the Transferability of Targeted Adversarial Examples through Clean Feature Mixup," in Proc. the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, Canada, Jun. 18 - 22, 2023.
132. Youngjun Kwak, M. Jung, H. Yoo, J. Shin, Changick Kim, "Liveness Score-Based Regression Neural Networks for Face Anti-Spoofing," Proc. the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Rhodes Island, Greece, Jun. 4-10, 2023.
131. Sangmin Woo, Sumin Lee, Yeonju Park, Muhammad Adi Nugroho, and Changick Kim, "Towards Good Practices for Missing Modality Robust Action Recognition," in Proc. the AAAI conference on artificial intelligence (AAAI), Washington, DC, USA, Feb. 7-14, 2023.
130. Sumin Lee, Sangmin Woo, Yeonju Park, Muhammad Adi Nugroho, and Changick Kim, "Modality Mixer for Multi-modal Action Recognition," in Proc. the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Hawaii, USA, Jan. 4-6, 2023.
2022
129. Jinyoung Park, Minseok Son, Seungju Cho, Inyoung Lee, and Changick Kim, "RainUNet for Super-Resolution Rain Movie Prediction under Spatio-temporal Shifts," in Proc. the 36th Annual Conference on Neural Information Processing Systems Workshop (NeurIPSW), New Orleans, USA, Nov. 27 - Dec. 6, 2022.
128. Jinyoung Park, Inyoung Lee, Minseok Son, Seungju Cho, and Changick Kim, "Nowformer : A locally enhanced temporal learner for precipitation nowcasting," in Proc. the 36th Annual Conference on Neural Information Processing Systems Workshop (NeurIPSW), New Orleans, USA, Nov. 27 - Dec. 6, 2022.
127. Jinyoung Park, Minseok Son, Sumin Lee, and Changick Kim, "DAT: DOMAIN ADAPTIVE TRANSFORMER FOR DOMAIN ADAPTIVE SEMANTIC SEGMENTATION," in Proc. the 29th IEEE International Conference on Image Processing (ICIP), Bordeaux, France, Oct. 16-19, 2022.
126. Kibum Yun, Kyujin Shim, Kangwook Ko, and Changick Kim, "DYNAMIC TEMPLATE UPDATE FOR VISUAL OBJECT TRACKING," in Proc. the 29th IEEE International Conference on Image Processing (ICIP), Bordeaux, France, Oct. 16-19, 2022.
125. Jeongsoo Kim, Sangmin Woo, Byeongjun Park, and Changick Kim, "TEMPORAL FLOW MASK ATTENTION FOR OPEN-SET LONG-TAILED RECOGNITION OF WILD ANIMALS IN CAMERA-TRAP IMAGES," in Proc. the 29th IEEE International Conference on Image Processing (ICIP), Bordeaux, France, Oct. 16-19, 2022.
124. Minji Son, Myung-Joon Kwon, Hee-Seon Kim, Junyoung Byun, Seungju Cho, and Changick Kim, "ADAPTIVE WARPING NETWORK FOR TRANSFERABLE ADVERSARIAL ATTACKS," in Proc. the 29th IEEE International Conference on Image Processing (ICIP), Bordeaux, France, Oct. 16-19, 2022.
123. Seungju Cho, Junyoung Byun, Myung-Joon Kwon, Yoonji Kim, and Changick Kim, "ADVERSARIAL TRAINING WITH CHANNEL ATTENTION REGULARIZATION," in Proc. the 29th IEEE International Conference on Image Processing (ICIP), Bordeaux, France, Oct. 16-19, 2022.
122. Junyoung Byun, Kyujin Shim, Hyojun Go, and Changick Kim, "HIDDEN CONDITIONAL ADVERSARIAL ATTACKS," in Proc. the 29th EEE International Conference on Image Processing (ICIP), Bordeaux, France, Oct. 16-19, 2022.
121. Junyoung Byun, Hyojun Go, Seungju Cho, and Changick Kim, "EXPLOITING DOUBLY ADVERSARIAL EXAMPLES FOR IMPROVING ADVERSARIAL ROBUSTNESS," in Proc. the 29th IEEE International Conference on Image Processing (ICIP), Bordeaux, France, Oct. 16-19, 2022.
120. Sangwoo Seo, Seungjun Jung, and Changick Kim, "Explanation-based Graph Neural Networks for Graph Classification," in Proc. the 26th International Conference on Pattern Recognition (ICPR), Montreal Quebec, Canada, Aug. 21-25, 2022.
119. Junyoung Byun, Seungju Cho, Myung-Joon Kwon, Hee-Seon Kim, and Changick Kim, "Improving the Transferability of Targeted Adversarial Examples through Object-Based Diverse Input," in IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun. 19-24, 2022.
118. Junyoung Byun, Hyojun Go, and Changick Kim, "Geometrically Adaptive Dictionary Attack on Face Recognition," in Proc. IEEE Winter Conference on Applications of Computer Vision (WACV), Waikoloa, HI, USA, Jan. 4-8, 2022.
117. Junyoung Byun, Hyojun Go, and Changick Kim, "On the Effectiveness of Small Input Noise for Defending Against Query-based Black-Box Attacks," in Proc. IEEE Winter Conference on Applications of Computer Vision (WACV), Waikoloa, HI, USA, Jan. 4-8, 2022.
2021
116. Dongki Jung*, Jaehoon Choi*, Y. Lee, D. Kim, Changick Kim, D. Manocha, D. Lee, “DnD: Dense Depth Estimation in Crowded Dynamic Indoor Scenes,” in Proc. IEEE/CVF International Conference on Computer Vision (ICCV), Oct. 11-17, 2021. (* These two authors contributed equally)
115. Taekyung Kim, Jaehoon Choi, Seokeon Choi, Dongki Jung, and Changick Kim, “Just a Few Points Are All You Need for Multi-View Stereo: A Novel Semi-Supervised Learning Method for Multi-View Stereo,” in Proc. IEEE/CVF International Conference on Computer Vision (ICCV), Oct. 11-17, 2021.
114. Seungjun Jung, Junyoung Byun, Kyujin Shim, and Changick Kim, “Understanding VQA for Negative Answers through Visual and Linguistic Inference,” in Proc. the 28th IEEE International Conference on Image Processing (ICIP), Anchorage, Alaska, USA, Sep. 19-22, 2021.
113. Minki Jeong and Changick Kim, “A Parameter Efficient Multi-Scale Capsule Network,” in Proc. the 28th IEEE International Conference on Image Processing (ICIP), Anchorage, Alaska, USA, Sep. 19-22, 2021.
112. Sungjoon Yoon, Kyujin Shim, K. Park, and Changick Kim, “Weakly-Supervised Multiple Object Tracking via a Masked Center Point Warping Loss,” in Proc. the 28th IEEE International Conference on Image Processing (ICIP), Anchorage, Alaska, USA, Sep. 19-22, 2021.
111. Hyojun Go, Junyoung Byun, and Changick Kim, “Rethinking Training Schedules for Verifiably Robust Networks,” in Proc. the 28th IEEE International Conference on Image Processing (ICIP), Anchorage, Alaska, USA, Sep. 19-22, 2021.
110. Hyojun Go, Junyoung Byun, Byeongjun Park, M. Choi, S. Yoo, and Changick Kim, “Fine-Grained Multi-Class Object Counting,” in Proc. the 28th IEEE International Conference on Image Processing (ICIP), Anchorage, Alaska, USA, Sep. 19-22, 2021.
109. Sangbum Choi, Seokeon Choi, and Changick Kim, "MobileHumanPose: Toward Real-Time 3D Human Pose Estimation in Mobile Devices," in Proc. IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Jun. 19-25, 2021.
108. Kyujin Shim*, Sungjoon Yoon*, Kangwook Ko, and Changick Kim , "Multi-Target Multi-Camera Vehicle Tracking for City-Scale Traffic Management," in Proc. IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Jun. 19-25, 2021. (* These two authors contributed equally)
107. Minki Jeong, Seokeon Choi, and Changick Kim, "Few-shot Open-set Recognition by Transformation Consistency," in Proc. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun. 19-25, 2021.
106. Seokeon Choi, Taekyung Kim, Minki Jeong, Hyoungseob Park, and Changick Kim, "Meta Batch-Instance Normalization for Generalizable Person Re-Identification," in Proc. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun. 19-25, 2021.
105. Yoonhyung Kim and Changick Kim, "Semi-Supervised Domain Adaptation via Selective Pseudo Labeling and Progressive Self-Training," in Proc. the 25th International Conference on Pattern Recognition (ICPR), Milan, Italy, Jan., 10-15, 2021.
2020
104. Jaehoon Choi*, Dongki Jung*, D. Lee, Changick Kim , "SAFENet: Self-Supervised Monocular Depth Estimation with Semantic-Aware Feature Extraction," in Proc. the 34th Annual Conference on Neural Information Processing Systems Workshop (NeurIPSW), Vancouver, Cananda, Dec., 6-12, 2020. (* These two authors contributed equally)
103. Taekyung Kim and Changick Kim, "Attract, Perturb, and Explore: Learning a Feature Alignment Network for Semi-supervised Domain Adaptation," in Proc. the 16th European Conference on Computer Vision (ECCV), Aug., 23-28, 2020.
102. Juri Jung, Jonghee Kim, Youngeun Kim, and Changick Kim, “Reinforcement Learning-based Layer-wise Quantization For Lightweight Deep Neural Networks,” in Proc. the 27th IEEE International Conference on Image Processing (ICIP), Abu Dhabi, UAE, Oct. 22-28, 2020.
101. Dongki Jung, Seunghan Yang, Jaehoon Choi, and Changick Kim, “Arbitrary Style Transfer Using Graph Instance Normalization,” in Proc. the 27th IEEE International Conference on Image Processing (ICIP), Abu Dhabi, UAE, Oct. 22-28, 2020.
100. Hyoungseob Park, Minki Jeong, Youngeun Kim, and Changick Kim, "Self-Training of Graph Neural Networks using Similarity Reference for Robust Training with Noisy Labels", in Proc. the 27th IEEE International Conference on Image Processing (ICIP), Abu Dhabi, UAE, Oct. 22-28, 2020.
99. Kyujin Shim, Junyoung Byun, and Changick Kim, "Multi-Step Quantization of a Multi-Scale Network for Crowd Counting", in Proc. the 27th IEEE International Conference on Image Processing (ICIP), Abu Dhabi, UAE, Oct. 22-28, 2020.
98. Seokeon Choi, Sumin Lee, Youngeun Kim, Taekyung Kim, and Changick Kim, "Hi-CMD: Hierarchical Cross-Modality Disentanglement for Visual-Infrared Person Re-Identification," in Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, WA, USA, Jun. 14-19, 2020. [paper] [code]
97. Hyunjun Eun, J. Moon, J. Park, Chanho Jung, and Changick Kim, "Learning to Discriminate Information for Online Action Detection," in Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, WA, USA, Jun. 14-19, 2020.
96. Youngeun Kim, Seokeon Choi, Hankyeol Lee, Taekyung Kim, and Changick Kim, "RPM-Net: Robust Pixel-Level Matching Networks for Self-Supervised Video Object Segmentation," in Proc. IEEE Winter Conference on Applications of Computer Vision (WACV), Colorado, USA, Mar. 2-5, 2020.
95. Seunghan Yang, Yoonhyung Kim, Youngeun Kim, and Changick Kim, "Combinational Class Activation Maps for Weakly Supervised Object Localization," in Proc. IEEE Winter Conference on Applications of Computer Vision (WACV), Colorado, USA, Mar. 2-5, 2020.
94. Yoonhyung Kim, H. Jang, S. Park, J. Lee, and Changick Kim, "Semi-Supervised Synthetic-to-Real Domain Adaptation for Fine-grained Naval Ship Image Classification," in Proc. the 26th International Workshop on Frontiers of Computer Vision (IW-FCV), Ibuski, Japan, Feb. 20-22, 2020.
93. Yoonhyung Kim, Chanho Jung, and Changick Kim, "Motion Recognition of Assistant Referees in Soccer Games via Selective Color Contrast Revelation," in Proc. the 26th International Workshop on Frontiers of Computer Vision (IW-FCV), Ibuski, Japan, Feb. 20-22, 2020.
92. Seunghan Yang, Seungjun Jung, Heekwang Kang, and Changick Kim, "The Korean Sign Language Dataset for Action Recognition," in Proc. 26th International Conference on MultiMedia Modeling (MMM), Daejeon, Korea, Jan. 5-8, 2020.
2019
91. Sumin Lee, S. Oh, Chanho Jung, and Changick Kim, "A Global-local Embedding Module for Fashion Landmark Detection," in Proc. International Conference on Computer Vision Workshop (ICCVW), Seoul, Korea, Oct. 27 - Nov. 2, 2019. [paper] [code]
90. Seunghyeon Kim, Jaehoon Choi, Taekyung Kim, and Changick Kim, "Self-Training with Adversarial Background Regularization for Unsupervised Domain Adaptive One-Stage Object Detection," in Proc. International Conference on Computer Vision (ICCV) [oral], Seoul, Korea, Oct. 27 - Nov. 2, 2019.
89. Jaehoon Choi, Taekyung Kim, and Changick Kim, "Self-Ensembling with GAN-based Data Augmentation for Domain Adaptation in Semantic Segmentation," in Proc. International Conference on Computer Vision (ICCV), Seoul, Korea, Oct. 27 - Nov. 2, 2019.
88. Jaehoon Choi, Minki Jeong, Taekyung Kim, and Changick Kim, "Pseudo-Labeling Curriculum for Unsupervised Domain Adaptation," in Proc. British Machine Vision Conference (BMVC), Cardiff, UK, Sep. 9-12, 2019.
87. Hankyeol Lee, Seokeon Choi, Youngeun Kim, and Changick Kim, "Bilinear Siamese Networks with Background Suppression for Visual Object Tracking," in Proc. British Machine Vision Conference (BMVC) [spotlight], Cardiff, UK, Sep. 9-12, 2019.
86. Taekyung Kim, Minki Jeong, Seunghyeon Kim, Seokeon Choi, and Changick Kim, "Diversify and Match: A Domain Adaptive Representation Learning Paradigm for Object Detection," in Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, CA, USA, Jun. 16-20, 2019.
85. Yoonhyung Kim and Changick Kim, "2D Pose Recognition for Automatic Basketball Video Analysis," in Proc. the 25th International Workshop on Frontiers of Computer Vision (IW-FCV), Gangneung, Korea, Feb. 20-22, 2019.
84. Youngeun Kim*, Seunghyeon Kim*, Taekyung Kim, and Changick Kim, "CNN-based Semantic Segmentation Using Level Set Loss," in Proc. IEEE Winter Conference on Applications of Computer Vision (WACV), Hawaii, USA, Jan. 8-10, 2019. (* These two authors contributed equally)
2018
83. Junyoung Byun*, Kyujin Shim*, and Changick Kim, "BitNet: Learning-Based Bit-Depth Expansion," in Proc. Asian Conference on Computer Vision (ACCV), Perth, Australia, Dec. 2-6, 2018. (* These two authors contributed equally)
82. Seungjun Jung, Muhammad Hasan, and Changick Kim, "Water-Filling: An Efficient Algorithm for Digitized Document Shadow Removal," in Proc. Asian Conference on Computer Vision (ACCV), Perth, Australia, Dec. 2-6, 2018.
81. Youngeun Kim, Taekyung Kim, Seunghyeon Kim, and Changick Kim, "Weakly Supervised Semantic Segmentation Using Color Adjacency Loss," in Proc. IEEE International Conference on Visual Communications and Image Processing (VCIP), Taichung, Taiwan, Dec. 9-12, 2018.
80. Hyunjun Eun, Jonghee Kim, Jinsu Kim, and Changick Kim, "Fast Korean Text Detection and Recognition in Traffic Guide Signs," in Proc. IEEE International Conference on Visual Communications and Image Processing (VCIP), Taichung, Taiwan, Dec. 9-12, 2018.
79. Minki Jeong and Changick Kim, "Effect of Using Object Shape Prior on Visual Object Counting," in Proc. IEEE International Conference on Visual Communications and Image Processing (VCIP), Taichung, Taiwan, Dec. 9-12, 2018.
78. Hankyeol Lee*, Seokeon Choi*, and Changick kim, "A Memory Model based on the Siamese Network for Long-term Tracking," in Proc. European Conference on Computer Vision Workshop (ECCVW), Munich, Germany, Sep. 8-14, 2018. (* These two authors contributed equally) [Github]
77. Hankyeol Lee, Seokeon Choi, and Changick Kim, "A Robust Rectification Algorithm for Non-Calibrated Multi-view Images," in Proc. International Conference on 3D Systems and Applications (3DSA), Taipei, Taiwan, Aug. 29-30, 2018.
76. Seungyoun Lee, Daeyeong Kim, and Changick Kim, "Slope-Based Histogram Equalization for Real-Time Display of High-Quality Infrared Imagery," in Proc. IEEE International Conference on Consumer Electronics-Asia (ICCE-Asia), Jeju, Korea, Jun. 24-26, 2018. [Code]
75. J. Lee, Yoonhyung Kim, Minki Jeong, Changick Kim, D. Nam, J. Lee, S. Moon, and W. Yoo, "3D Convolutional Neural Networks for Soccer Object Motion Recognition," in Proc. International Conference on Advanced Communication Technology (ICACT), Chuncheon, Korea, Feb. 11-14, 2018.
2017
74. Jonghee Kim, Jinsu Kim, Seokeon Choi, Muhammad Abul Hasan, and Changick Kim, "Robust Template Matching Using Scale-Adaptive Deep Convolutional Features," in Proc. IEEE Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), Kuala Lumpur, Malaysia, Dec. 12-15, 2017.
73. Minki Jeong and Changick Kim, "Depth estimation from a single image with a communication module between global network and local network," in Proc. International Conference on 3D Systems and Applications (3DSA), Busan, Korea, Aug. 28-31, 2017.
72. Jinsu Kim and Changick Kim, "Depth map generation from a single image by using a cascade of deep network," in Proc. International Conference on 3D Systems and Applications (3DSA), Busan, Korea, Aug. 28-31, 2017.
71. Jinsu Kim, Yoonhyung Kim, and Changick Kim, "A Robust Ensemble of ResNets for Character Level End-to-end Text Detection in Natural Scene Images," in Proc. ACM Content-Based Multimedia Indexing (CBMI), Firenze, Italy, Jun. 19-21, 2017.
2016
70. Jonghee Kim and Changick Kim, "Discrete Feature Transform for Low-Complexity Single-Image Super-Resolution," in Proc. IEEE Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), Jeju, Korea, Dec. 13-16, 2016.
69. Hyukzae Lee and Changick Kim, "Blur Kernel Re-initialization for Blind Image Deblurring," in Proc. IEEE Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), Jeju, Korea, Dec. 13-16, 2016.
68. Hyunjun Eun and Changick Kim, "Oriented Tooth Localization for Periapical Dental X-ray Images via Convolutional Neural Network," Proc. IEEE Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), Jeju, Korea, Dec. 13-16, 2016.
67. Seokeon Choi, Jonghee Kim, and Changick Kim, "A Selective Upscaling Method via Super-Resolution Validity Measure," in Proc. IEEE International Conference on Consumer Electronics-Asia (ICCE-Asia), Seoul, Korea, Oct. 26-28, 2016.
2015
66. Hyunjun Eun, Jonghee Kim, and Changick Kim, "Salient Object Detection Using HOS Based L0 Smoothing and Shape-Aware Region Merging," in Proc. IEEE International Conference on Visual Communications and Image Processing (VCIP), Singapore, Dec. 13-16, 2015.
65. Jonghee Kim, Hyunjun Eun, and Changick Kim, "No-reference Image Quality Assessment Based on Singular Value Decomposition without Learning," in Proc. Pacific-Rim Conference on Multimedia (PCM), Gwangju, Korea, Sep. 16-19, 2015.
64. Duc Nhan Tran, Hyukzae Lee, and Changick Kim, "A Robust Real Time System for Remote Heart Rate Measurement via Camera," in Proc. IEEE International Conference on Multimedia and Expo (ICME), Torino, Italy, Jun. 29-Jul. 3, 2015.
63. Nakyoung O, Jiwon Choi, Daeyeong Kim, and Changick Kim, "Supervised Classification and Segmentation of Textured Scene Images," in Proc. IEEE International Conference on Consumer Electronics (ICCE), Las Vegas, USA, Jan. 09-12, 2015.
2014
62. Jonghee Kim and Changick Kim, "Aesthetic Quality Classification via Subject Region Extraction," in Proc. IEEE International Conference on Image Processing (ICIP), Paris, France, Oct. 27-30, 2014.
61. Hyukzae Lee and Changick Kim, "Blurred Image Region Detection and Segmentation," in Proc. IEEE International Conference on Image Processing (ICIP), Paris, France, Oct. 27-30. 2014.
60. Changhwan Chun, Hyukzae Lee, Daeyeong Kim, and Changick Kim, "Visualization of Photo Album on Mobile Devices," in Proc. SPIE Applications of Digital Image Processing XXXVII, pp. 92171L, San Diego, CA, Sep. 23, 2014.
59. Taeksun Kim and Changick Kim, "An Efficient Real-Time 2D-to-3D Video Conversion System for Parallel Processing," in Proc. International Conference on 3D Systems and Applications (3DSA), Seoul, Korea, May 28-30, 2014.
58. Jiwon Choi and Changick Kim, "Patch-based Scene Labeling using Random Forests," in Proc. 20th Korean-Japan Joint Workshop on Frontiers of Computer Vision (FCV 2014), pp. 417-421, Okinawa, Japan, Feb. 4-6, 2014.
2013
57. Changhwan Chun, Dongjin Park, Wonjun Kim, and Changick Kim, "Floor Detection Based Depth Estimation from a Single Indoor Scene," in Proc. IEEE International Conference on Image Processing (ICIP), pp. 3358-3362, Melbourne, Australia, Sep. 15-18, 2013.
56. Changhwan Chun, Seungwoo Yoo, Jaeho Lee, and Changick Kim, "Real-Time 3D Reconstruction of Human Pose Based on Body Parts Tracking," in Proc. International Conference on 3D Systems and Applications (3DSA), Osaka, Japan, Jun. 26-28, 2013.
55. Jaeho Lee and Changick Kim, "Joint Space-Time Video Inpainting for Offline Steroscopic Content Generation," in Proc. International Conference on 3D Systems and Applications (3DSA), Osaka, Japan, Jun. 26-28, 2013. (Best Paper Award)
54. Jaekwang Kim, Jaeho Lee, S. Han, D. Kim, J. Min, and Changick Kim, "A High Quality Depth Map Upsampling," in Proc. the 11th IEEE IVMSP Workshop: 3D Image /Video Technologies and Applications, Seoul, Korea, Jun. 10-12, 2013.
53. Hyukzae Lee, Chanho Jung, and Changick Kim, "Depth Map Estimation Based on Geometric Scene Categorization," Proc. 19th Korea-Japan Joint Workshop on Frontiers of Computer Vision (FCV 2013), pp. 170-173, Incheon, Korea, Jan. 30-Feb. 1, 2013.
2012
52. Jiwon Choi and Changick Kim, "Unsupervised Detection of Surface Defects: A Two-Step Approach." in Proc. IEEE International Conference on Image Processing (ICIP), pp. 1037-1040, Orlando, USA, Sep. 30-Oct. 3, 2012.
51. Hyukzae Lee, Chanho Jung, and Changick Kim, "A Hardware-Friendly Multidirectional Extrapolation Hole-Filling Method for Depth-Image-Based Rendering," in Proc. International Meeting on Information Display (IMID), pp. 677-678, Daegu, Korea, Aug.28-31, 2012.
50. J. Seo and Changick Kim, "A Novel Convergence Control Method for Toed-in Stereo Camera," in Proc. the SPIE Optical Engineering + Applications, pp. 84991P-1, San Diego, CA, Aug. 12-16, 2012.
49. Ilkoo Ahn and Changick Kim, "Depth-Based Disocclusion Filling for Virtual View Synthesis," in Proc. IEEE International Conference on Multimedia & Expo (ICME), pp. 109-114, Melbourne, Australia, Jul. 9-13, 2012.
48. J. Seo and Changick Kim, "A Fast and Rotation Robust Smile Detection Method," in Proc. the 10th IASTED International Conference on Visualization, Imaging and Image Processing (VIIP), pp. 95-102, Banff, Canada, Jul. 3-5, 2012.
47. Jaeho Lee, Seungwoo Yoo, Mintae Kang, Changhwan Chun, and Changick Kim, "Depth Estimation from a Single Image using Salient Objects Detection," in Proc. International Conference on 3D Systems and Applications (3DSA), pp. 283-286, Hsinchu, Taiwan, Jun. 25-27, 2012.
46. Dong Jin Park, Wonjun Kim and Changick Kim, "Refined Depth Map Generation for Indoor Scenes," in Proc. International Conference on 3D Systems and Applications (3DSA), pp. 272-275, Hsinchu, Taiwan, Jun. 25-27, 2012. (Outstanding Poster Paper Award)
2011
45. Hyun Lee, G. Um, Won-Sik Cheong, Namho Hur, Sung Jung Lee, and Changick Kim, "A Novel Autostereoscopic Display System to Provide Seamless Stereoscopic View Changes," in Proc. SPIE Optical Engineering and Applications, 8135, 81350W Aug. 23-25, 2011.
44. Dong Jin Park, Jaeho Lee, Jaekwang Kim, and Changick Kim, "A Modified Hough Transform Method: A Transformation-Free Approach," in Proc. 7th Internationa Conference on Multimedia Information Techonology and Applications (MITA 2011), pp. 219-221, Ulan Bator, Mongolia, Jul. 6-9, 2011 (Best Paper Award)
43. Jaeho Lee, Jaekwang Kim, and Changick Kim, "A Real Time Hand Tracking Method using Moving Edge Oriented Mean Shift Algorithm," in Proc. 7th International Conference on Multimedia Information Technology and Applications (MITA 2011), pp. 46-50, Ulan Bator, Mongolia, Jul. 6-8, 2011.
42. Jaekwang Kim, Jaeho Lee, and Changick Kim, "Gradient Weighted Joint Bilateral Filtering for Depth Upsampling," in Proc. International Conference on 3D Systems and Applications, pp. 87-91, Seoul, Korea, Jun. 20-22, 2011.
41. Jiwon Choi, Changick Kim, H. Lim, and E. Oh, "Fast Depth Map Upsampling Based on Region Classification," in Proc. international Conference on 3D Systems and Applications, pp. 243-247, Seoul, Korea, Jun. 20-22, 2011.
40. Ilkoo Ahn and Changick Kim, "Stereoscopic Video Generation Based on Motion Estimation and Human Shape Prior," in Proc. of International Conference on 3D Systems and Applications, pp. 295-299, Seoul Korea, Jun. 20-22, 2011.
39. Wonjun Kim and Changick Kim, "A Novel Image Importance Model for Content-Aware Image Resizing." in Proc. IEEE International Conference on Image Processing (ICIP), pp. 2517-2520, Brussels, Belgium, Sep. 11-14, 2011.
38. Jiwon Choi, Wonjun Kim, Haejung Kong, and Changick Kim, "Real-Time Vanishing Point Detection using the Local Dominant Orientation Signature," in Proc. 3DTV Conference, CD-ROM, Antalya, Turkey, May 16~18, 2011.
37. Minjin Kim, Wonjun Kim, and Changick Kim, "Estimating the Number of People in Crowded Scences," in Proc. SPIE Visual Information Processing and Communication II, pp. 7882-20, San Francisco, CA, Jan. 25-26, 2011.
2010
36. H. Kong, Chanho Jung, Wonjun Kim, Jaeho Lee and Changick Kim, "Adaptive Image Backlight Compensation for Mobile Phone Users," in Proc. SPIE Applications of Digital Image Processing XXXII, pp. 77981P–1, San Diego, CA, Aug. 25-26, 2010. (Invited Paper)
35. Chanho Jung and Changick Kim, "Image Retargeting for Small Display Devices," in Proc. SPIE Applications ofDigital Image Processing XXXIII, pp. 77981N–7, San Diego, CA, Aug. 1-5. 2010. (Invited Paper)
34. Wonjun Kim, Chanho Jung, and Changick Kim, "Saliency Detection: A Self-Ordinal Resemblance Approach," in Proc. IEEE International Conference on Multimedia & Expo (ICME), pp. 1260-1265, Singapore, Jul. 19-23, 2010.
33. Chanho Jung, Beomjoon Kim, and Changick Kim, "Automatic Segmentation of Salient Objects using Iterative Reversible Graph Cut," in Proc. IEEE International Conference on Multimedia & Expo (ICME), pp. 590-595, Singapore, Jul. 19-23. 2010.
32. Ilkoo Ahn and Changick Kim, "Finding Defects in Regular-Texture Images," in Proc. 16th Korea Japan Joint Workshop on Frontiers of Computer Vision, pp. 478-480, Hiroshima, Japan, Feb. 4-6, 2010.
2009
31. Beomjoon Kim, Chanho Jung, and Changick Kim, "Automatic Browsing of Large Images on Small Display," in Proc. SPIE Applications of Digital Image Processing XXXII, vol. 7443, San Diego, CA, Aug. 3-5, 2009.
30. Wonjun Kim and Changick Kim, "An Efficient Correction Method of Wide-Angle Lends Distortion for SurveillanceSystems," in Proc. IEEE International Symposium on Circuits and Systems (ISCAS), pp. 3206-3209, Taipei, Taiwan, May 24-27, 2009.
29. Jaeho Lee, Changick Kim, et al., "Enhancing GraphCut Based Depth Map Generation by Using Moving ObjectsDetection," in Proc. IDMC/3DSA/Asia Display '09, CD-ROM, Taipei, Taiwan, May 27-30, 2009.
28. Ilkoo Ahn, M Zo, and Chanick Kim, "A Robust Bread Defect Detection and Counting System," in Proc. 11th International Conference on Advanced Communication Technology (ICACT 2009), pp. 1315-1320, Phoenix Park, Korea, Feb. 15-18, 2009.
27. Muhammad Abul Hasan and Changick Kim, "An Automatic Image Browsing Technique for Small Displays," in Proc. 11th International Conference on Advanced Communication Technology (ICACT 2009), pp. 2044-2049, Phoenix Park, Korea, Feb. 15-18, 2009.
26. Jaeseung Ko and Changick Kim, "Low cost blur image detection and estimation for mobile devices," in Proc. 11th International Conference on Advanced Communication Technology (ICACT 2009), Phoenix Park, Korea, Feb. 15-18. 2009.
2008
25. Wonjun Kim, Jimin Park, and Changick Kim, "Scorebox Extraction from Mobile Sports Videos using Support Vector Machine," in Proc. SPIE Applications of Digital Image Processing XXXI, vol. 7073, pp. 70730P1-9, San Diego, CA, Aug. 10-14, 2008.
24. Wonjun Kim and Changick Kim, "Video Quality Measure for Mobile IPTV Service," in Proc. SPIE Applications of Digital Image Processing XXXI, vol. 7073, pp. 70730S1-8, San Diego, CA, Aug. 10-14, 2008.
23. Youngwoo Kim, Jaeho Lee, Jaeseung Ko, and Changick Kim, "Personalized Display Techniques for Next Generation DTV," in Proc. 10th International Conference on Advanced Communication Technology (ICACT 2008), pp. 1564-1568, Phoenix Park, Republic of Korea, Feb. 18-20, 2008.
22. Wonjun Kim, Muhammad Abul Hasan, and Changick Kim, "Measuring Blocking Artifacts for IPTV-Based Service Quality Evaluation," in Proc. 10th International Conference on Advanced Communication Technology (ICACT 2008), pp. 1250-1253, Phoenix Park, Korea, Feb. 18-20, 2008.
21. Muhammad Abul Hasan, Wonjun Kim, and Changick Kim, "Color Error Measure for IPTV Service Quality Evaluation," in Proc. 10th International Conference on Advanced Communication Technology (ICACT 2008), pp. 1407-1412, Phoenix Park, Korea, Feb. 18-20, 2008.
20. Muhammad Usman and Changick Kim, "Real Time Video Copy Detection under the Environments of Degraded and Edited Videos," in Proc. 10th International Conference on Advanced Communication Technology (ICACT 2008), pp. 1583-1588, Phoenix Park, Korea, Feb. 18-20, 2008.
2007
19. Wonjun Kim and Changick Kim, "Automatic Region of Interest Determination in Music Videos," in Proc. AsilomarConference on Signals. Systems. and Computers, Montrey, CA, pp. 485-489 Nov. 4-7, 2007.
18. Ilkoo Ahn and Changick Kim, "Ground Color Customization of Soccer Videos," in Proc. Asilomar Conference on Signals. Systems. and Computers, Montrey, CA, pp. 490-494, Nov. 4-7, 2007.
17. Jaeho Lee and Changick Kim, "Removing Foreground Objects by Using Depth Information from Multi-View Images," in Proc. SPIE Applications of Digital Image Processing XXX, 6696-74, San Diego, CA, Aug. 26-30. 2007.
16. Jaeseung Ko, M.Kim, and Changick Kim, "2D-To-3D Stereoscopic Conversion: Depth-Map Estimation in a 2D Single-View image," in Proc. Applications of Digital Image Processing XXX, 6696-77, San Diego, CA, Aug. 26-30. 2007.
15. Jaeseung Ko, Jaeho Lee, and Changick Kim, "The Intensity Reduction of Ground Shadow to Deliver Better ViewingExperiences of Soccer Videos," in Proc. SPIE Applications of Digital Image Processing XXX, 6696-29, San Diego, CA, Aug. 26-30, 2007. (Invited Paper)
2006
14. Changick Kim, Jaeseung Ko, Ilkoo Ahn and Muhammad Usman, "Intelligent Video Display to Raise Quality of Experience on Mobile Devices," in Proc. Applications of Digital Image Processing XXIX, SPIE 6312, San Diego, CA, Aug. 24, 2006. (Invited Paper)
13. Jungwoo Park and Changick Kim, "Extracting Focused Object from Low Depth-of-Field Image Sequences," in Proc. SPIE Visual Communications and Image Processing, San Jose, CA, Jan. 15-19, 2006.
12. Keewon Seo and Changick Kim, "A Context-Aware Video Display Scheme for Mobile Devices," in Proc. SPIE Multimedia on Mobile Devices II, Vol. 6074, pp. 278-287, San Jose, CA, Jan. 15-19, 2006.
2004
11. C. Kim, "Segmenting Focused Objects using Morphological Filters and Region Merging," in Proc. SPIE VisualCommunications and Image Processing 2004, Jan. 2004.
10. C. Kim, "Video Copy Detection using Spatio-Temporal Sequence Matching," in Proc. SPIE Storage and Retrieval for Media Databases 2004, Jan. 2004.
2003
9. C. Kim, "Ordinal Measure of DCT Coefficients for Image Correspondence and Its Application to Copy Detection," in Proc. SPIE- 5021 Storage and Retrieval for Media Databases 2003, pp. 199-210, Santa Clara, Jan. 2003.
2002
8. C. Kim, "Adaptive Post-Filtering for Reducing Blocking Artifacts in Low Bit Rate Video Coding," in Proc. SPIE-4667 Image Processing: Algorithms and Systems, pp. 507-515, San Jose, Jan. 2002.
2001
7. C. Kim and J.-N. Hwang, "Object-based Video Abstraction using Cluster Analysis," in Proc. International Conference on Image Processing (ICIP), pp. 657-660, Greece, Oct. 2001.
6. K. Lee, C. Kim, and J.-N. Hwang, "Video Indexing/Retrieving Based On Video Object Abstraction and TemporalModeling," Presented in the invited session "Video/Image Coding and Applications" of SCI'2001 at Orlando, Florida, Jul. 22-25, 2001.
2000
5. C. Kim and J.-N. Hwang, "An Integrated Scheme for Object-Based Video Abstraction," in Proc. ACM InternationalMultimedia Conference 2000, pp. 303 -311, LA, USA, Oct. 2000.
4. S. Huvanandana, C. Kim and J.-N. Hwang, "Reliable and Fast Fingerprint Identification for Security Applicaitions," in Proc. IEEE International Conference on Image Processing (ICIP), vol. II, pp. 503-506, Vancouver, Canada, Oct. 2000.
1999
3. C. Kim and J.-N. Hwang, "A Fast and Robust Moving Object Segmentation in Video Sequences," in Proc. IEEE International Conference on Image Processing (ICIP), vol. 2, pp.131-134, Kobe, Japan, Oct. 1999.
1991
2. H. Jeong, W. Woo, C. Kim, and J. Kim, "A Unification Theory for Early Vision," in Proc. First Korea-Japan Joint Conference on Computer Vision, vol. 1, no. 1, pp. 298-311, Oct. 1991.
1. H. Jeong, C. Kim, and W. Woo, "Determining Optimal Scales for Edge Detection using Regularization," in Proc. 1991 IEEE International Conference on Robotics and Automation, Apr. 1991.