Jin Young Choi
Orcid: 0000-0003-3891-5815Affiliations:
- Seoul National University, Automation and Systems Research Institute, Department of Electrical and Computer Engineering, South Korea (PhD 1993)
According to our database1,
Jin Young Choi
authored at least 173 papers
between 2000 and 2024.
Collaborative distances:
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Bibliography
2024
Active Learning for Finely-Categorized Image-Text Retrieval by Selecting Hard Negative Unpaired Samples.
CoRR, 2024
Consensus and Risk Aversion Learning in Ensemble of Multiple Experts for Long-Tailed Classification.
IEEE Access, 2024
C2I-CAT: Class-to-Image Cross Attention Transformer for Out-of-Distribution Detection.
IEEE Access, 2024
Learnable Negative Proposals Using Dual-Signed Cross-Entropy Loss for Weakly Supervised Video Moment Localization.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024
Proceedings of the Pattern Recognition - 27th International Conference, 2024
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Gaussian Mixture Proposals with Pull-Push Learning Scheme to Capture Diverse Events for Weakly Supervised Temporal Video Grounding.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
RoCOCO: Robust Benchmark MS-COCO to Stress-test Robustness of Image-Text Matching Models.
CoRR, 2023
CoRR, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the 34th British Machine Vision Conference 2023, 2023
2022
IEEE Trans. Neural Networks Learn. Syst., 2022
Comput. Vis. Image Underst., 2022
Meta-node: A Concise Approach to Effectively Learn Complex Relationships in Heterogeneous Graphs.
CoRR, 2022
Pose-MUM : Reinforcing Key Points Relationship for Semi-Supervised Human Pose Estimation.
CoRR, 2022
IEEE Access, 2022
Proceedings of the Computer Vision - ECCV 2022, 2022
The Majority Can Help the Minority: Context-rich Minority Oversampling for Long-tailed Classification.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022
Proceedings of the 33rd British Machine Vision Conference 2022, 2022
Tracking Failure Prediction for Siamese Trackers Based on Channel Feature Statistics.
Proceedings of the 18th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2022
Proceedings of the 18th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2022
2021
Mach. Vis. Appl., 2021
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
Proceedings of the 17th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2021
AutoLR: Layer-wise Pruning and Auto-tuning of Learning Rates in Fine-tuning of Deep Networks.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
Layer-wise Pruning and Auto-tuning of Layer-wise Learning Rates in Fine-tuning of Deep Networks.
CoRR, 2020
Implementation of CNN-based parking slot type classification using around view images.
Proceedings of the 2020 IEEE International Conference on Consumer Electronics (ICCE), 2020
Proceedings of the Computer Vision - ECCV 2020, 2020
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Variational Inference for 3-D Localization and Tracking of Multiple Targets Using Multiple Cameras.
IEEE Trans. Neural Networks Learn. Syst., 2019
Pattern Recognit. Lett., 2019
CoRR, 2019
Backbone Can Not be Trained at Once: Rolling Back to Pre-trained Network for Person Re-Identification.
CoRR, 2019
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019
Symmetric Graph Convolutional Autoencoder for Unsupervised Graph Representation Learning.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
PMnet: Learning of Disentangled Pose and Movement for Unsupervised Motion Retargeting.
Proceedings of the 30th British Machine Vision Conference 2019, 2019
Backbone Cannot Be Trained at Once: Rolling Back to Pre-Trained Network for Person Re-Identification.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
Knowledge Transfer via Distillation of Activation Boundaries Formed by Hidden Neurons.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
IEEE Trans. Neural Networks Learn. Syst., 2018
Pose transforming network: Learning to disentangle human posture in variational auto-encoded latent space.
Pattern Recognit. Lett., 2018
Unified optimization framework for localization and tracking of multiple targets with multiple cameras.
Comput. Vis. Image Underst., 2018
Proceedings of the 24th International Conference on Pattern Recognition, 2018
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018
2017
Online Scheme for Multiple Camera Multiple Target Tracking Based on Multiple Hypothesis Tracking.
IEEE Trans. Circuits Syst. Video Technol., 2017
Pattern Recognit. Lett., 2017
Mach. Vis. Appl., 2017
Deep learning architecture for pedestrian 3-D localization and tracking using multiple cameras.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
Appearance and motion based deep learning architecture for moving object detection in moving camera.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
Proceedings of the IEEE International Conference on Computer Vision, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
Variational Autoencoded Regression: High Dimensional Regression of Visual Data on Complex Manifold.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017
2016
Voting-based 3D object cuboid detection robust to partial occlusion from RGB-D images.
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
Density-Aware Pedestrian Proposal Networks for Robust People Detection in Crowded Scenes.
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016
2015
Mach. Vis. Appl., 2015
Mach. Vis. Appl., 2015
Visual tracking of non-rigid objects with partial occlusion through elastic structure of local patches and hierarchical diffusion.
Image Vis. Comput., 2015
Category Attentional Search for Fast Object Detection by Mimicking Human Visual Perception.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015
Pedestrian-following service robot applications using chance-constrained target tracking.
Proceedings of the 12th International Conference on Ubiquitous Robots and Ambient Intelligence, 2015
Proceedings of the Advances in Multimedia Information Processing - PCM 2015, 2015
Robust and fast moving object detection in a non-stationary camera via foreground probability based sampling.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Efficient Spatio-Temporal Data Association Using Multidimensional Assignment in Multi-Camera Multi-Target Tracking.
Proceedings of the British Machine Vision Conference 2015, 2015
Robust pan-tilt-zoom tracking via optimization combining motion features and appearance correlations.
Proceedings of the 12th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2015
Proceedings of the 12th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2015
2014
Pattern Recognit. Lett., 2014
Pattern Anal. Appl., 2014
Mach. Vis. Appl., 2014
Spatio-temporal weighting in local patches for direct estimation of camera motion in video stabilization.
Comput. Vis. Image Underst., 2014
Proceedings of the Advances in Visual Computing - 10th International Symposium, 2014
Proceedings of the Advances in Visual Computing - 10th International Symposium, 2014
Proceedings of the Advances in Visual Computing - 10th International Symposium, 2014
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Self-Organizing Cascaded Structure of Deformable Part Models for Fast Object Detection.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Handling Imbalanced Datasets by Partially Guided Hybrid Sampling for Pattern Recognition.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Frequencygrams and multi-feature joint sparse representation for action and gesture recognition.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014
2013
Detection of moving objects with a moving camera using non-panoramic background model.
Mach. Vis. Appl., 2013
Proceedings of the IEEE International Symposium on Robot and Human Interactive Communication, 2013
Unsupervised learning approach for abnormal event detection in surveillance video by revealing infrequent patterns.
Proceedings of the 28th International Conference on Image and Vision Computing New Zealand, 2013
Proceedings of the IEEE International Conference on Image Processing, 2013
Initialization-Insensitive Visual Tracking through Voting with Salient Local Features.
Proceedings of the IEEE International Conference on Computer Vision, 2013
Detection of Moving Objects with Non-stationary Cameras in 5.8ms: Bringing Motion Detection to Your Mobile Device.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013
Proceedings of the British Machine Vision Conference, 2013
Towards simultaneous clustering and motif-modeling for a large number of protein family.
Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013
2012
Comput. Vis. Image Underst., 2012
Multiple ground plane estimation for 3D scene understanding using a monocular camera.
Proceedings of the Image and Vision Computing New Zealand, 2012
Proceedings of the Image and Vision Computing New Zealand, 2012
Proceedings of the Image and Vision Computing New Zealand, 2012
Proceedings of the 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2012
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012
2011
Hierarchical Kalman-particle filter with adaptation to motion changes for object tracking.
Comput. Vis. Image Underst., 2011
A behavior combination generating method for reflecting emotional probabilities using simulated annealing algorithm.
Proceedings of the 20th IEEE International Symposium on Robot and Human Interactive Communication, 2011
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
Probabilistic Approach with Three Hierarchies of Motion Estimation for Video Stabilization.
Proceedings of the 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2011
PIL-EYE: Integrated System for Sustainable Development of Intelligent Visual Surveillance Algorithms.
Proceedings of the 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2011
Modeling of moving object trajectory by spatio-temporal learning for abnormal behavior detection.
Proceedings of the 8th IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2011
2010
Comput. Vis. Image Underst., 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
2009
IEEE Trans. Syst. Man Cybern. Part B, 2009
Optical image stabilizing system using multirate fuzzy PID controller for mobile device camera.
IEEE Trans. Consumer Electron., 2009
IEEE Trans. Consumer Electron., 2009
Pattern Recognit., 2009
A general behavior generation module for emotional robots using unit behavior combination method.
Proceedings of the 18th IEEE International Symposium on Robot and Human Interactive Communication, 2009
A new discriminant analysis for non-normally distributed data based on datawise formulation of scatter matrices.
Proceedings of the International Joint Conference on Neural Networks, 2009
Proceedings of the International Joint Conference on Neural Networks, 2009
Orientation and Scale Invariant Kernel-Based Object Tracking with Probabilistic Emphasizing.
Proceedings of the Computer Vision, 2009
2008
Domain density description for multiclass pattern classification with reduced computational load.
Pattern Recognit., 2008
Proceedings of the Structural, 2008
Proceedings of the 2008 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2008
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Fast incremental learning for one-class support vector classifier using sample margin information.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
2007
Emotional Behavior Decision Model Based on Linear Dynamic Systems for Intelligent Service Robots.
Proceedings of the IEEE RO-MAN 2007, 2007
Proceedings of the Advances in Neural Networks, 2007
2006
Observer-based adaptive guidance law considering target uncertainties and control loop dynamics.
IEEE Trans. Control. Syst. Technol., 2006
Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006
Fast Incremental Learning Algorithm using Evolutionary Logic Networks for Real-Value Inputs.
Proceedings of the International Joint Conference on Neural Networks, 2006
Proceedings of the Artificial Neural Networks, 2006
Proceedings of the 2006 International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA 2006), International Conference on Intelligent Agents, Web Technologies and Internet Commerce (IAWTIC 2006), 29 November, 2006
2005
Online trajectory planning of robot arms for interception of fast maneuvering object under torque and velocity constraints.
IEEE Trans. Syst. Man Cybern. Part A, 2005
Proceedings of the IEEE International Conference on Systems, 2005
2004
IEEE Trans. Control. Syst. Technol., 2004
Observer-based control for tail-controlled skid-to-turn missiles using a parametric affine model.
IEEE Trans. Control. Syst. Technol., 2004
2003
Proceedings of the IEEE International Conference on Systems, 2003
Nonlinear observer for nonlinear adaptive guidance law considering target uncertainties and control loop dynamics.
Proceedings of the 7th European Control Conference, 2003
2002
Adaptive control for output feedback nonlinear systems in the presence of modeling errors.
Autom., 2002
Proceedings of the American Control Conference, 2002
2001
IEEE Trans. Neural Networks, 2001
IEEE Trans. Control. Syst. Technol., 2001
Proceedings of the IEEE International Conference on Systems, 2001
Proceedings of the American Control Conference, 2001
Nonlinear adaptive guidance considering target uncertainties and control loop dynamics.
Proceedings of the American Control Conference, 2001
2000
IEEE Trans. Neural Networks Learn. Syst., 2000
IEEE Trans. Aerosp. Electron. Syst., 2000
Proceedings of the 39th IEEE Conference on Decision and Control, 2000
Proceedings of the American Control Conference, 2000