International
2024
Daeho Um, Yuneil Yeo, Ji Won Yoon, Jin Young Choi, "Unseen Road Type Detection in Road Networks for Intelligent Transportation Systems", 27th IEEE International Conference on Intelligent Transportation Systems (ITSC), 2024.
Sunoh Kim, Daeho Um, Hyun Jun Choi, Jin Young Choi, "Learnable Negative Proposals Using Dual-Signed Cross-Entropy Loss for Weakly Supervised Video Moment Localization", ACM International Conference on Multimedia (MM), 2024
Boeun Kim, Jungho Kim, Hyung Jin Chang, Jin Young Choi, "MoST: Motion Style Transformer between Diverse Action Contents", IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024 [paper][code]
Sunoh Kim, Jungchan Cho, Joonsang Yu, Youngjoon Yoo, Jin Young Choi, "Gaussian Mixture Proposals with Pull-Push Learning Scheme to Capture Diverse Events for Weakly Supervised Temporal Video Grounding", 38th AAAI Conference on Artificial Intelligence (AAAI), 2024 [paper][code]
2023
Hyunjun Choi, Hawook Jeong, Jin Young Choi, "Balanced Energy Regularization Loss for Out-of-distribution Detection", IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023 [paper][code]
Hoseok Do, EunKyung Yoo, Taehyeong Kim, Chul Lee, Jin Young Choi, "Quantitative Manipulation of Custom Attributes on 3D-Aware Image Synthesis", IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023
Daeho Um, Jiwoong Park, Seulki Park, Jin Young Choi, "Confidence-Based Feature Imputation for Graphs with Partially Known Features", International Conference on Learning Representations (ICLR), 2023 [paper]
2022
Kyuewang Lee, Hoseok Do, Taegil Ha, Jongwon Choi, Jin Young Choi, "Tracking Failure Prediction for Siamese Trackers Based on Channel Feature Statistics", IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS), 2022 (Oral) [paper]
Kyuewang Lee, Jin Young Choi, "Statistical Analysis on Channel-wise Cross-correlation Features in Siamese Trackers", 2nd Workshop on Deepview: Global Multi-Target Visual Surveillance Based on Real-Time Large-Scale Analysis (AVSS 2022 Workshop) [paper]
Junho Cho, Kyuewang Lee, Jin Young Choi, "Font Representation Learning via Paired-glyph Matching", British Machine Vision Conference (BMVC), 2022 [paper] [code]
Boeun Kim, Jin Young Choi, ”Learning Spectral Transform for 3D Human Motion Prediction”, Computer Vision and Image Understanding (CVIU), 2022 [paper]
Sunoh Kim, Taegil Ha, Kimin Yun, Jin Young Choi, ”SWAG-Net: Semantic Word-Aware Graph Network for Temporal Video Grounding”, ACM International Conference on Information and Knowledge Management (CIKM), 2022 [paper]
Boeun Kim, Hyung Jin Chang, Jungho Kim, Jin Young Choi, "Global-local Motion Transformer for Unsupervised Skeleton-based Action Learning", European Conference on Computer Vision (ECCV), 2022 [project] [paper]
Dae Ung Jo, Sangdoo Yun, Jin Young Choi, "How Much a Model Be Trained by Passive Learning Before Active Learning?", IEEE Access 2022 [pdf]
Jongin Lim, Sangdoo Yun, Seulki Park, Jin Young Choi, "Hypergraph-Induced Semantic Tuplet Loss for Deep Metric Learning", IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022 [paper]
Seulki Park, Youngkyu Hong, Byeongho Heo, Sangdoo Yun, Jin Young Choi, "The Majority Can Help The Minority: Context-rich Minority Oversampling for Long-tailed Classification", IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022 [pdf]
Jiyeoup Jeong, Jongwon Choi, Dae Ung Jo, Jin Young Choi, "Congestion-aware Bayesian Loss for Crowd Counting", IEEE Access 2022 [pdf]
2021
Sunoh Kim, Kimin Yun, Jin Young Choi, "Position-aware Location Regression Network for Temporal Video Grounding", IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS), 2021 [link]
Junho Cho, Sangdoo Yun, Dongyoon Han, Byeongho Heo, Jin Young Choi, "Detecting and Removing Text in the Wild", IEEE Access 2021 [pdf]
Hyunjun Choi, Jiyeoup Jeong, Jin Young Choi, "Rotation-Aware 3D Vehicle Detection From Point Cloud", IEEE Access 2021 [pdf]
Kyuewang Lee*, Inseop Chung*, Daeho Um, Jaeseok Choi, Yeji Song, Seunghyeon Seo, Nojun Kwak, Jin Young Choi, "Multi-modal Object Detection, Tracking, and Action Classification for Unmanned Outdoor Surveillance Robots", International Conference on Control, Automation and Systems (ICCAS), 2021 ( * equal contribution )
Seulki Park, Jongin Lim, Younghan Jeon, Jin Young Choi, "Influence-balanced Loss for Imbalanced Visual Classification", IEEE International Conference on Computer Vision (ICCV), 2021 [pdf] [code]
Younghan Jeon, Minsik Lee, Jin Young Choi, "Differentiable Forward and Backward Fixed-Point Iteration Layers", IEEE Access 2021
Youngmin Ro, Jongwon Choi, Byeongho Heo, Jin Young Choi, "Rollback Ensemble With Multiple Local Minima in Fine-Tuning Deep Learning Networks", IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021 [pdf]
Jiwoong Park*, Junho Cho*, Hyung Jin Chang, Jin Young Choi (* equally contributed), "Unsupervised Hyperbolic Representation Learning via Message Passing Auto-Encoders", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021 [pdf] [code]
Kyuewang Lee, Hyung Jin Chang, Jongwon Choi, Byeongho Heo, Aleš Leonardis, Jin Young Choi, "Motion-aware Ensemble of Three-mode Trackers for Unmanned Aerial Vehicles", Machine Vision and Applications, Volume 32, pp.1-12 [pdf]
Youngmin Ro, Jin Young Choi, "AutoLR: Layer-wise Pruning and Auto-tuning of Learning Rates in Fine-tuning of Deep Networks", 35th AAAI Conference on Artificial Intelligence (AAAI), 2021 [pdf] [code]
Jongin Lim, Daeho Um, Hyung Jin Chang, Dae Ung Jo, Jin Young Choi, "Class-Attentive Diffusion Network for Semi-Supervised Classification", 35th AAAI Conference on Artificial Intelligence (AAAI), 2021. [pdf] [code]
2020
Hoseok Do, Jin Young Choi, "Context-Based Parking Slot Detection With a Realistic Dataset", IEEE Access 2020
Youngmin Ro, Jin Young Choi, "Heterogeneous Double-Head Ensemble for Deep Metric Learning", IEEE Access 2020 [pdf]
Tushar Sandhan and Jin Young Choi, "Separating Particulate Matter From a Single Microscopic Image", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020.
Dae Ung Jo, ByeongJu Lee, Jongwon Choi, Haanju Yoo, Jin Young Choi, "Associative Variational Auto-encoder with Distributed Latent Spaces and Associators", 34th AAAI Conference on Artificial Intelligence (AAAI), 2020. [link]
2019
Kikyung Kim, Moonsub Byeon, and Jin Young Choi, "Re-ranking with ranking-reflected similarity for person re-identification", Pattern Recognition Letters, Vol 128, 1 Dec 2019, Pages 326-332. [link]
Jongin Lim, Hyung Jin Chang, Jin Young Choi, "PMnet: Learning of Disentangled Pose and Movement for Unsupervised Motion Retargeting", British Machine Vision Conference (BMVC), 2019. [pdf] [code] [video]
Jiwoong Park, Minsik Lee, Hyung Jin Chang, Kyuewang Lee, Jin Young Choi, "Symmetric Graph Convolutional Autoencoder for Unsupervised Graph Representation Learning", IEEE International Conference on Computer Vision (ICCV), 2019 [pdf]
Byeongho Heo, Jeesoo Kim, Sangdoo Yun, Hyojin Park, Nojun Kwak, Jin Young Choi, "A Comprehensive Overhaul of Feature Distillation", IEEE International Conference on Computer Vision (ICCV), 2019 [arxiv] [project] [code]
Moonsub Byeon, Minsik Lee, Kikyung Kim, Jin Young Choi, "Variational Inference for 3-D Localization and Tracking of Multiple Targets Using Multiple Cameras", IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2019. [link]
Youngmin Ro, Jongwon Choi, Dae Ung Jo, Byeongho Heo, Jongin Lim, Jin Young Choi, "Backbone Can Not be Trained at Once: Rolling Back to Pre-trained Network for Person Re-Identification", 33rd AAAI Conference on Artificial Intelligence (AAAI), 2019 [pdf] [code]
Sunoh Kim, Kimin Yun, Jongyoul Park, Jin Young Choi, "Skeleton-based Action Recognition of People Handling Objects", 2019 IEEE Winter Conference on Applications of Computer Vision (WACV), 2019. [link]
Byeongho Heo, Minsik Lee, Sangdoo Yun, Jin Young Choi, "Knowledge Transfer via Distillation of Activation Boundaries Formed by Hidden Neurons", 33rd AAAI Conference on Artificial Intelligence (AAAI), 2019. Oral [pdf] [code]
Byeongho Heo, Minsik Lee, Sangdoo Yun, Jin Young Choi, "Knowledge Distillation with Adversarial Samples Supporting Decision Boundary", 33rd AAAI Conference on Artificial Intelligence (AAAI), 2019 [pdf] [code]
2018
Sangdoo Yun, Jongwon Choi, Youngjoon Yoo, Kimin Yun, Jin Young Choi, "Action-Driven Visual Object Tracking with Deep Reinforcement Learning", IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2018.
Jiyeoup Jeong, Hawook Jeong, Jongin Lim, Jongwon Choi, Sangdoo Yun, Jin Young Choi, "Selective Ensemble Network for Accurate Crowd Density Estimation", The 24th International Conference on Pattern Recognition (ICPR), 2018.
Jongin Lim, Youngjoon Yoo, Byeongho Heo, and Jin Young Choi, "Pose Transforming Network: Learning to Disentangle Human Posture in Variational Auto-encoded Latent Space", Pattern Recognition Letters, Vol 112, pp. 91-97, 1 September 2018. [link]
Jongwon Choi, Hyung Jin Chang, Tobias Fischer, Sangdoo Yun, Kyuewang Lee, Jiyeoup Jeong, Yiannis Demiris, and Jin Young Choi, "Context-aware Deep Feature Compression for High-speed Visual Tracking", IEEE Computer Vision and Pattern Recognition (CVPR), 2018. [project page]
2017
Byeon, Moonsub, et al. "Unified Optimization Framework for Localization and Tracking of Multiple Targets with Multiple Cameras." Computer Vision and Image Understanding, 2017.
Moonsub Byeon, Sangdoo Yun, Yongmin Ro, Daeung Jo, Kikyung Kim, Jin Young Choi, "Real-time Scheme for 3-Dimensional Localizing and Tracking of People in Multiple Camera Settings", International Conference on Control, Automation and Systems, ICCAS, 2017
KiKyung Kim, Byeongho Heo, Moonsub Byeon and Jin Young Choi, "Deep Learning Architecture for Pedestrian 3-D Localization and Tracking Using Multiple Cameras", IEEE International Conference on Image Processing (ICIP), 2017. Oral
Byeongho Heo, Kimin Yun and Jin Young Choi, "Appearance and Motion Based Deep Learning Architecture for Moving Object Detection in Moving Camera", IEEE International Conference on Image Processing (ICIP), 2017. Oral
Dae Ung Jo, Jongwon Choi and Jin Young Choi, "Effect of Learning Rate to Generalization Power", International Symposium on Advanced Intelligent Systems, 2017
Tushar Sandhan and Jin Young Choi, "Simultaneous Detection and Removal of High Altitude Clouds from an Image", IEEE International Conference on Computer Vision (ICCV), 2017
Junho Cho, Sangdoo Yun, Kyoungmu Lee, Jin Young Choi, "PaletteNet: Image Recolorization with Given Color Palette", CVPR workshop, 2nd NTIRE, 2017.
Tushar Sandhan and Jin Young Choi, "Anti-Glare: Tightly Constrained Optimization for Eyeglass Reflection Removal", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017
Youngjoon Yoo, Sangdoo Yun, Hyung Jin Chang, Yiannis Demiris, and Jin Young Choi, "Variational Autoencoded Regression: High Dimensional Regression of Visual Data on Complex Manifold", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017
Sangdoo Yun, Jongwon Choi, Youngjoon Yoo, Kimin Yun, and Jin Young Choi, "Action-Decision Networks for Visual Tracking with Deep Reinforcement Learning", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017 (Spotlight) [code]
Jongwon Choi, Hyung Jin Chang, Sangdoo Yun, Tobias Fischer, Yiannis Demiris, and Jin Young Choi, "Attentional Correlation Filter Network for Adaptive Visual Tracking", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017
Kimin Yun, Jongin Lim, and Jin Young Choi, "Scene Conditional Background Update for Moving Object Detection in a Moving Camera", Pattern Recognition Letters, Vol 88, pp. 57-63, 1 March 2017. [link]
Kimin Yun, Youngjoon Yoo, and Jin Young Choi, "Motion Interaction Field for Detection of Abnormal Interactions", Machine Vision and Applications ,Volume 28, Issue 1, pp 157–171,February 2017. [link]
2016
Kyounghoon Kim, Helin Lina, Jin Young Choi, Kiyoung Choi, "A design framework for hierarchical ensemble of multiple feature extractors and multiple classifiers", Pattern Recognition, Volume 52, April 2016, Pages 1–16
Haanju Yoo, Kikyung Kim, Moonsub Byeon, Younghan Jeon, Jin Young Choi, "Online Scheme for Multiple Camera Multiple Target Tracking Based on Multiple Hypothesis Tracking," IEEE Transactions on Circuits and Systems for Video Technology, vol. 27, no. 3, pp. 454-469, March 2017. [link]
ByeongJu Lee, and Jin Young Choi, "Occlusion Detection to Prevent False Adaptation in Tracking," IEEE-IEIE International Conference on Consumer Electronics, 2016
Jongwon Choi and Jin Young Choi, "An Integrated Framework for 24-hours Fire Detection", International Workshop on Assistive Computer Vision and Robotics in conjunction with ECCV 2016.
Sangdoo Yun, Kimin Yun, Jongwon Choi, and Jin Young Choi, " Density-Aware Pedestrian Proposal Networks for Robust People Detection in Crowded Scenes", International Workshop on Crowd Understanding in conjunction with ECCV 2016.
Kimin Yun, Jongin Lim, Sangdoo Yun, Soo Wan Kim, and Jin Young Choi, "Attention-Inspired Moving Object Detection in Monocular Dashcam Videos", 23rd International Conference on Pattern Recognition (ICPR), 2016.
YoungJoon Yoo, Kimin Yun, Sangdoo Yun, JongHee Hong, Hawook Jeong and Jin Young Choi, " Visual Path Prediction in Complex Scenes with Crowded Moving Objects", 2016 IEEE Computer Vision and Pattern Recognition (CVPR),(poster)
Jongwon Choi, Hyung Jin Chang, Jiyeoup Jeong, Yiannis Demiris, and Jin Young Choi, "Visual Tracking Using Attention-Modulated Disintegration and Integration", 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
Hawook Jeong, YoungJoon Yoo, Kwang Moo Yi, Jin Young Choi . "Traffic Pattern Analysis and Anomaly Detection via Probabilistic Inference Model." Theory and Applications of Smart Cameras. Springer Netherlands, 2016. 215-240.
Sangdoo Yun, Hawook Jeong, Soo Wan Kim, and Jin Young Choi, "Voting-based 3D Object Cuboid Detection Robust to Partial Occlusion from RGB-D Images", 2016 IEEE Winter Conference on Applications of Computer Vision (WACV), 2016.
2015
Jiyeoup Jeong, Jongwon Choi and Jin Young Choi, "Scene-invariant Crowd Density Estimation with Aggregated Features", in 16th International Symposium on Advanced Intelligent Systems (ISIS), 2015.
Jongwon Choi and Jin Young Choi, "Example-based Denoising for Detail Texture", International Symposium on Advanced Intelligent Systems [Oral], 2015.
Moonsub Byeon, Songhwai Oh, Kikyung Kim, Haan-Ju Yoo, and Jin Young Choi, "Efficient Spatio-Temporal Data Association Using Multidimensional Assignment in Multi-Camera Multi-Target Tracking," in Proc. of the British Machine Vision Conference (BMVC), 2015.
Younghan Jeon, Tushar Sandhan, Jin Young Choi, "Robust Feature Extraction for Shift and Direction Invariant Action Recognition", Pacific-Rim Conference on Multimedia(PCM), 2015
Tushar Sandhan, Youngjun Yoo, Jin Young Choi, Sun Kim, "Graph pyramids for protein function prediction", International Journal of BMC Medical Genomics, 8(Suppl 2):S12, (SCI, Impact factor 2.87), 2015.
Kimin Yun and Jin Young Choi, "Robust and Fast Moving Object Detection in a Non-Stationary Camera via Foreground Probability based Sampling", IEEE International Conference on Image Processing (ICIP), 2015.
Jongwon Choi and Jin Young Choi, "User Interactive Segmentation with Partially Growing Random Forest", IEEE International Conference on Image Processing (ICIP) [Oral], 2015.
ByeongJu Lee, Jongwon Choi, Kimin Yun, and Jin Young Choi, "Gradient Preserving RGB-to-Gray Conversion using Random Forest", IEEE International Conference on Image Processing (ICIP), 2015.
Jongwon Choi, Jin Young Choi, "Patch-based Fire Detection with Online Outlier Learning", IEEE International Conferenece on Advanced Video and Signal based Surveillance (AVSS), 2015
ByeongJu Lee, Kimin Yun, Jongwon Choi, Jin Young Choi, "Robust Pan-Tilt-Zoom Tracking via Optimization Combining Motion Features and Appearance Correlations", IEEE International Conferenece on Advanced Video and Signal based Surveillance (AVSS)[Oral], 2015
Kwang Moo Yi, Hawook Jeong, Soo Wan Kim, Shimin Yin, Songhwai Oh, and Jin Young Choi, "Tracking of Non-Rigid Objects with Partial Occlusion through Elastic Structure of Local Patches and Hierarchical Diffusion," Image and Vision Computing, 2015. [link]
Kwang Moo Yi, Hawook Jeong, ByeongJu Lee, and Jin Young Choi, "Visual tracking in complex scenes through pixel-wise tri-modeling," Machine Vision and Applications, pages 205-217, Vol.26, 2015
Hawook Jeong, Sangdoo Yun, Kwang Moo Yi, and Jin Young Choi, "Category Attentional Search for Fast Object Detection by Mimicking Human Visual Perception", 2015 IEEE Winter Conference on Applications of Computer Vision (WACV), 2015.
2014
Kimin Yun, Jiyun Kim, Soo Wan Kim, Hawook Jeong, Jin Young Choi, "Learning with Adaptive Rate for Online Detection of Unusual Appearance", in 10th International Symposium on Visual Computing (ISVC'14), 2014. [Oral]
Byeongho Heo, Hawook Jeong, Jiyun Kim, Sang-Il Choi, and Jin Young Choi, "Weighted Pooling Based on Visual Saliency for Image Classication", in 10th International Symposium on Visual Computing (ISVC'14), 2014. [Oral]
Tushar Sandhan and Jin Young Choi, "Frequencygrams and Multi-Feature Joint Sparse Representation for Action and Gesture Recognition", in IEEE Int. Conf. on Image Processing (ICIP), 2014.
Tushar Sandhan, Kimin Yun and Jin Young Choi, "Proximity Clustering for Revealing a Semantically Dominant Class", in 10th International Symposium on Visual Computing (ISVC'14), 2014, [Oral]
Tushar Sandhan, Sukanya Sonowal and Jin Young Choi, "Audio Bank: A High-Level Acoustic Signal Representation for Audio Event Recognition", in IEEE Int. Conf. on control, automation and systems (ICCAS), 2014. [Oral][Student Best Paper Award]
Byeong Ju Lee, Kwang Moo Yi, "Scale Preserving PTZ Tracking with Size Estimation using Tilt Sensory Data", in IEEE Int. Conf. on Advanced Video and Signal-Based Surveillance(AVSS), 2014.
Sangdoo Yun, Kimin Yun, Soo Wan Kim, Youngjoon Yoo, Jiyeoup Jeong, "Visual Surveillance Briefing System: Event-based Video Retrieval and Summarization", IEEE Int. Conf. on Advanced Video and Signal based Surveillance (AVSS), 2014. [Oral]
Tushar Sandhan, Youngjoon Yoo, Hanjoo Yoo, Sangdoo Yun, Moonsub Byeon, "Multi-Task Learning with Over-Sampled Time-Series Representation of a Trajectory for Traffic Motion Pattern Recognition," in IEEE Int. Conf. on Advanced Video and Signal-Based Surveillance (AVSS), 2014. [Oral]
Soo Wan Kim, Moonsub Byeon, Kikyung Kim and Jin Young Choi, "MAP-based Online Data Association for Multiple People Tracking in Crowded Scenes", in International Conference on Pattern Recognition (ICPR), 2014. [Oral]
Tushar Sandhan and Jin Young Choi, "Handling imbalanced datasets by partially guided hybrid sampling for pattern recognition", in IEEE Int. Conf. on Pattern Recognition (ICPR), 2014.
YoungJoon Yoo, Hawook Jeong, Soo Wan Kim and Jin Young Choi, "Transfer Learning of Motion Patterns in Traffic Scene via Convex Optimization", in IEEE Int. Conf. on Pattern Recognition (ICPR), 2014.
Sangdoo Yun, Hawook Jeong, Woo-Sung Kang, Byeongho Heo, Jin Young Choi, "Self-organizing Cascaded Structure of Deformable Part Models for Fast Object Detection", in IEEE Int. Conf. on Pattern Recognition (ICPR), 2014.
Kimin Yun, Hawook Jeong, Kwang Moo Yi, Soo Wan Kim, Jin Young Choi, "Motion Interaction Field for Accident Detection in Traffic Surveillance Video", in IEEE Int. Conf. on Pattern Recognition (ICPR), 2014.
Tushar Sandhan, Young Joon Yoo, Jin Young Choi, Sun Kim, "Graph Pyramid Approach for Protein Classification", in 8th IEEE Int. Conf. on Systems Biology and 4th Translational Bioinformatics conference (ISB-TBC), 2014.
Hawook Jeong, Youngjoon Yoo, Kwang Moo Yi, Jin Young Choi, "Two-stage online inference model for traffic pattern analysis and anomaly detection", Machine Vision and Applications, August 2014, Volume 25, Issue 6, pp 1501-1517
Sun Jung Kim, Soo Wan Kim, Tushar Sandhan, Jin Young Choi, "View invariant action recognition using generalized 4D features", Pattern Recognition Letters, pages 40-47, Vol.49, 2014/6
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", Computer Vision and Image Understanding, Vol.118, pp.71-83 ,Jan 2014
Hong Seok Choi, In Su Kim, Jin Young Choi, "Combining histogram-wise and pixel-wise matchings for kernel tracking through constrained optimization", Computer Vision and Image Understanding, Vol. 118, pp.61-70, Jan 2014
2013
Soo Wan Kim, Kimin Yun, Kwang Moo Yi, Sun Jung Kim and Jin Young Choi, “Detection of moving objects with a moving camera using non-panoramic background model”, Machine Vision and Applications, pages 1015-1028, Vol.24, Issue 5, 2013/07.
Young Jun Yoo, Tushar Sandhan, Jin Young Choi, Sun Kim, "Towards simultaneous clustering and motif-modeling for a large number of protein family", IEEE int. conf. on bioinformatics and biomedicine, (BIBM) 2013
Hyung Jin Chang, Jiyun Kim, Jungchan Cho, Songhwai Oh, Kwang Moo Yi and Jin Young Choi, "Action Chart: A Representation for Efficient Recognition of Complex Activities", in British Machine Vision Conference (BMVC) 2013.
Tushar Sandhan, Tushar Srivastava, Amit Sethi and Jin Young Choi, “Unsupervised learning approach for abnormal event detection in surveillance video by revealing infrequent patterns”, in 28th IEEE Int. conf. on Image and Vision Computing New Zealand (IVCNZ) 2013
Minsoo Kim, Sunjung Kim, Jin Young Choi, “Robust and incremental stitiching and calibration with known rotation on Pan-Tilt-Zoom camera”, in IEEE Int. conf. on image processing (ICIP) 2013.
Tushar Sandhan, Hyung Jin Chang and Jin Young Choi, “Abstracted Radon Profiles for Fingerprint Recognition", in IEEE Int. conf. on image processing (ICIP) 2013.
Kwang Moo Yi, Hawook Jeong, Byeongho Heo, Hyung Jin Chang, Jin Young Choi, “Initialization-Insensitive Visual Tracking Through Voting with Salient Local Features", in IEEE Int conf on computer vision (ICCV) 2013.
Moonsub Byeon, Soo Wan Kim , Haan-Ju Yoo, "Matching Heads of Multiple People in Multiple Camera Networks", IEEE (RO-MAN) 2013
Kwang Moo Yi, Kimin Yun, Soo Wan Kim Hyung Jin Chang, Hawook Jeong, and Jin Young Choi, "Detection of Moving Objects with Non-Stationary Cameras in 5.8ms: Bringing Motion Detection to your Mobile Device," in IEEE Int. workshop on Mobile vision, in conjunction with CVPR 2013. [Oral] [Best Paper Award]
2012
Kwang Moo Yi, Hawook Jeong, Soo Wan Kim, Jin Young Choi, “Visual Tracking with Dual Modeling", in Proc. 27th International Conference of Image and Vision Computing New Zealand (IVCNZ), 2012 [Oral] [Best Paper Prize]
Sangdoo Yun, Soo Wan Kim, Kwang Moo Yi, Haan-ju Yoo, Jin Young Choi, "Multiple ground plane estimation for 3D scene understanding using a monocular camera"; in Proc. 27th International Conference of Image and Vision
Moonsub Byeon, Hyung Jin Chang, and Jin Young Choi, "Hierarchical Feature Grouping for Multiple Object Segmentation and Tracking", 27th Image and Vision Computing New Zealand (IVCNZ) 2012, Dunedin, New Zealand, Nov. 26-28, 2012.
Hyung Jin Chang, Hawook Jeong, and Jin Young Choi, "Active Attentional Sampling for Speed-up of Background Subtraction" IEEE Proc. Computer Vision and Pattern Recognition (CVPR), 2012.
JinMin Choi, Hyung Jin Chang, Yung Jun Yoo, Jin Young Choi, "Robust Moving Object Detection against Fast Illumination Change," Computer Vision and Image Understanding (CVIU), pages 179-193, Vol.116, Issue 2, February 2012.
Hyung Jin Chang, Dong Sung Song, Pyo Jae Kim, and Jin Young Choi, "Spatio-temporal Pattern Modeling for Fault Detection and Classification in Semiconductor Manufacturing," IEEE Transanctions on Semiconductor Manufacturing, Vol. 25, No. 1, Feb 2012.
2011
Hyung Jin Chang, Kwang Moo Yi, Shimin Yin, Soo Wan Kim, Young Min Baek, Ho Seok Ahn, and Jin Young Choi, "PIL-EYE: Integrated System for Sustainable Development of Intelligent Visual Surveillance Algorithms," IEEE Digital Image Computing: Techniques and Applications (DICTA) 2011, December 6-8, 2011. [Oral]
Hyung Jin Chang, Myoung Soo Park, Hawook Jeong, and Jin Young Choi, "Tracking Failure Detection by Imitating Human Visual Perception," IEEE International Conference on Image Processing (ICIP) 2011, September, 2011.
Hawook Jeong, Hyung Jin Chang, and Jin Young Choi, "Modeling of Moving Object Trajectory by Spatio-temporal Learning for Abnormal Behavior Detection," 2011 IEEE International Conference on Advanced Video and Signal based Surveillance (AVSS), August, 2011.
Kimin Yun, Soo Wan Kim, Jin Young Choi, "Probabilistic Approach with Three Hierarchies of Motion Esimation for Video Stabilization," IEEE Digital Image Computing: Techniques and Applications 2011, December, 2011. [Oral]
Shimin Yin, Jin Hee Na, Jin Young Choi, Songhwai Oh, "Hierarchical Kalman-Particle Filter with Adaptation to Motion Changes for Object Tracking" Computer Vision and Image Understanding (CVIU), Vol. 115, No. 5, pp. 885-900, June 2011.
2010
Kwang Moo Yi, Soo Wan Kim, Hawook Jeong, Songhwai Oh and Jin Young Choi, “Non-Rigid Object Tracking with Elastic Structure of Local Patches and Hierarchical Sampling", 25th International Conference of Image and Vision Computing New Zealand (IVCNZ), November 2010.
Soo Wan Kim, Kwang Moo Yi, Songhwai Oh and Jin Young Choi, "Recovery Video Stabilization Using MRF-MAP Optimization", 20th International Conference on Pattern Recognition (ICPR), 2010.
윤석민, 유한주, 최진영, "Enhanced Measurement Model for Subspace-based Tracking", 20th International Conference on Pattern Recognition (ICPR), August 2010.
술타니, 최진영, "Abnormal Traffic Detection using Intelligent Driver Model" 20th International Conference on Pattern Recognition (ICPR), August 2010.
In Su Kim, Hong Seok Choi, Kwang Moo Yi, Jin Young Choi, and Seong G. Kong, "Intelligent Visual Surveillance - A Survey", International Journal of Control, Automation, and Systems Vol. 8, No. 5, 926-939, October 2010.
JinMin Choi, YoungJoon Yoo, JinYoung Choi, "Adaptive shadow estimator for removing shadow of moving object" Computer Vision and Image Understanding (CVIU), Vol. 114, No. 9, pp. 1017-1029, September 2010.
나진희, 박명수, 최진영, "Linear boundary discriminant analysis" Pattern Recognition, Vol. 43, No. 3, pp. 929-936, March 2010.
2009
D. Pokrajaca, N. Reljinb, N. Pejcicc, T. Vanced, S. McDaniele, A. Lazarevicf, 장형진, 최진영, R. Mieziankoi, “Detection of Suspicious Activity Using Incremental Outlier Detection Algorithms", SPIE Signal and Data Processing on Small Targets 2009 conference, August 2009
이득희, 안호석, 최진영, “A General Behavior Generation Module for Emotional Robots Using Unit Behavior Combination Method", The 18th IEEE International Symposium on Robot and Human Interactive Communication, September 2009
이광무, 김수완, 최진영, "Orientation and Scale Invariant Kernel-Based Object Tracking with Probabilistic Emphasizing", ACCV 2009, September 2009
나진희, 박명수, 최진영, "A new Duscriminant Analysis based on Boundary/Non-Boundary Pattern Separation,"International Joint Conference on Neural Networks(IIJCNN), 2009. 6
박명수, 최진영, "Evolving Logic Networks With Real-Valued Inputs for Fast Incremental Learning" IEEE TRANSACTIONS ON SYSTEMS, MAN, AND CYBERNETICS PART B-CYBERNETICS, Vol. 39, No. 1, pp. 254, February 2009.
장형진, 김표재, 송동성, 최진영, "Optical Image Stabilizing System using Multirate Fuzzy PID Controller for Mobile Device Camera" IEEE Transactions on Consumer Electronics, Vol. 55, No. 2, pp. 303-311, May 2009.
박명수, 최진영, "Theoretical analysis on feature extraction capability of class-augmented PCA" Pattern Recognition, Vol. 42, No. 11, pp. 2353-2362, November 2009.
안호석, 사인규, 최진영, "PDA-Based Mobile Robot System with Remote Monitoring for Home Environment" IEEE Transactions on Consumer Electronics Vol. 55, No. 3, pp. 1487-1495, August 2009.
사인규, 안호석, 이광무, 최진영 “Implementation of home automation system using a PDA based mobile robot", ISIE '09, July 2009
2008
강우성, 최진영, "Domain density description for multiclass pattern classification with reduced computational load," Pattern Recognition, 2008.6
안호석, 사인규, 백영민, 최진영, "Intelligent Unmanned Store Service Robot PartTimer", Service Robotics (i-Tech Book), 2008.7
박명수, 최진영, "Novel Incremental Principal Component Analysis with Improved Performance", S+SSPR(International Workshops on Structural and Syntactic Pattern Recognition (SSPR 2008)and Statistical Techniques in Pattern Recognition (SPR 2008)), 2008.12
나진희, 윤석민, 김민수, 최진영, "Relevant Pattern Selection for Subspace Learning", ICPR(International Conference of Pattern Recognition), 2008.12
이광무, 안호석, 최진영, "Orientation and Scale Invariant Mean Shift Using Object Mask-Based Kernel", ICPR(International Conference of Pattern Recognition), 2008. 12
윤석민, 나진희, 강우성, 최진영, "Hierarchical Estimation for Adaptive Visual Tracking", ICPR(International Conference of Pattern Recognition), 2008.12
김표재, 장형진, 최진영, "Fast Incremental Learning for One-class Support Vector Classifier using Sample Margin Information", ICPR(International Conference of Pattern Recognition), 2008.12
안호석, 최진영 "Multi Purpose Modular Home Service Robot System Using Reconfigurable Heterogeneous Modular Architecture",, ISR(International Symposium on Robotics), 2008.10
안호석, 백영민, 나진희, 최진영, "Multi-Dimensional Emotional Engine with Personality Using Intelligent Service Robot for Children", 안 ICCAS(International Conference on Control,Automation and Systems ), 2008.10
안호석, 백영민, 강우성, 나진희, 최진영, "Design of Reconfigurable Heterogeneous Modular Architecture for Service Robots", IROS(International Conference on Intelligent RObots and Systems ), 2008.9
안호석, 백영민, 최진영, "Block Type Modular Robot: Mom's Friend," IFAC(International Federation of Automatic Control), 2008.7
윤석민, 나진희, 최진영, "Adaptive Visual Tracking for Surveillance Systems", IFAC(International Federation of Automatic Control), 2008.7
백영민, 최정환, 최진영, "Speeded-up Algorithm for Human/Vehicle Classification using Hilbert Scanning Distance", IFAC(International Federation of Automatic Control), 2008.7
최정환, 백영민, 최진영, "Robust Salient Moving Object Detection with Light-Computational Load", IFAC(International Federation of Automatic Control), 2008
최진영, Baang D (Baang, Dane), Stoev J (Stoev, Julian), Adaptive observer using auto-generating B-splines, INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, PP.479 ~ 491, 2008
2007
최진영, Baang D (Baang, Dane), Shim H (Shim, Hyungbo), Perfect tracking control for linear systems with state constraint, INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, PP.218 ~ 222, INST CONTROL ROBOTICS & SYSTEMS, 2007, 2007 - 04 발행
최진영, Kim, P.J., Chang, H.J., Song, D.S., Fast support vector data description using K-means clustering, LECTURE NOTES IN COMPUTER SCIENCE, PP.506 ~ 514, SPRINGER VERLAG, 2007
2006
최진영, Im, KH, Chwa, D, Multi-input multi-output nonlinear autopilot design for ship-to-ship missiles, INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, PP.255 ~ 270, INST CONTROL ROBOTICS & SYSTEMS, 2006, 2006 - 04 발행
최진영, Salman, SA, Sreenatha, AG, Attitude dynamics identification of unmanned aircraft vehicle, INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, PP.782 ~ 787, INST
최진영, Kang W.-S., Im K.H., SVDD-based method for fast training of multi-class support vector classifier, LECTURE NOTES IN COMPUTER SCIENCE, PP.991 ~ 996, SPRINGER VERLAG , 2006, 20
최진영, Chwa, D, Anavatti, SG, Observer-based adaptive guidance law considering target uncertainties and control loop dynamics, IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, PP.112 ~ 123, IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 2006, 2006 - 0
최진영, Park M.S., Na J.H., Feature extraction using Class-Augmented Principal Component Analysis (CA-PCA), LECTURE NOTES IN COMPUTER SCIENCE, PP.606 ~ 615, SPRINGER VERLAG , 2006, 2
최진영, Jeon, SH, Baang, D, Adaptive feedback linearization control based on airgap flux model for induction motors, INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, PP.414 ~ 427, INST CONTROL ROBOTICS & SYSTEMS, 2006, 2006 - 08 발행
최진영, Chwa, D, Adaptive control based on a parametric affine model for tail-controlled missiles, IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, PP.659 ~ 669, IEEE-INST
최진영, Yeom, DH, Switching control for second order nonlinear systems using singular hyperplanes, INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, PP.124 ~ 135, INST CONTROL ROBOTICS & SYSTEMS, 2006, 2006 - 02 발행
최진영, Chwa D., Kang J., Online trajectory planning of robot arms for interception of fast maneuvering object under torque and velocity constraints, IEEE TRANSACTIONS ON SYSTEMS, MAN, AND