Jin Young Choi

According to our database1, Jin Young Choi authored at least 109 papers between 2001 and 2019.

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Bibliography

2019
Variational Inference for 3-D Localization and Tracking of Multiple Targets Using Multiple Cameras.
IEEE Trans. Neural Netw. Learning Syst., 2019

Variational Autoencoded Regression: High Dimensional Regression of Visual Data on Complex Manifold.
CoRR, 2019

Symmetric Graph Convolutional Autoencoder for Unsupervised Graph Representation Learning.
CoRR, 2019

Cross-modal Variational Auto-encoder with Distributed Latent Spaces and Associators.
CoRR, 2019

Neuro-Optimization: Learning Objective Functions Using Neural Networks.
CoRR, 2019

A Comprehensive Overhaul of Feature Distillation.
CoRR, 2019

Skeleton-based Action Recognition of People Handling Objects.
CoRR, 2019

Backbone Can Not be Trained at Once: Rolling Back to Pre-trained Network for Person Re-Identification.
CoRR, 2019

Skeleton-Based Action Recognition of People Handling Objects.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 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

Knowledge Distillation with Adversarial Samples Supporting Decision Boundary.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Action-Driven Visual Object Tracking With Deep Reinforcement Learning.
IEEE Trans. Neural Netw. Learning Syst., 2018

Pose transforming network: Learning to disentangle human posture in variational auto-encoded latent space.
Pattern Recognition Letters, 2018

Unified optimization framework for localization and tracking of multiple targets with multiple cameras.
Computer Vision and Image Understanding, 2018

Knowledge Transfer via Distillation of Activation Boundaries Formed by Hidden Neurons.
CoRR, 2018

Knowledge Distillation with Adversarial Samples Supporting Decision Boundary.
CoRR, 2018

Context-aware Deep Feature Compression for High-speed Visual Tracking.
CoRR, 2018

Selective Ensemble Network for Accurate Crowd Density Estimation.
Proceedings of the 24th International Conference on Pattern Recognition, 2018


The Sixth Visual Object Tracking VOT2018 Challenge Results.
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Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Context-Aware Deep Feature Compression for High-Speed Visual Tracking.
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 Techn., 2017

Scene conditional background update for moving object detection in a moving camera.
Pattern Recognition Letters, 2017

Motion interaction field for detection of abnormal interactions.
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

Simultaneous Detection and Removal of High Altitude Clouds from an Image.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Action-Decision Networks for Visual Tracking with Deep Reinforcement Learning.
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

Anti-Glare: Tightly Constrained Optimization for Eyeglass Reflection Removal.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Attentional Correlation Filter Network for Adaptive Visual Tracking.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

PaletteNet: Image Recolorization with Given Color Palette.
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

Attention-inspired moving object detection in monocular dashcam videos.
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

The Visual Object Tracking VOT2016 Challenge Results.
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Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

An Integrated Framework for 24-hours Fire Detection.
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

Visual Path Prediction in Complex Scenes with Crowded Moving Objects.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Visual Tracking Using Attention-Modulated Disintegration and Integration.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015
Erratum to: Visual tracking in complex scenes through pixel-wise tri-modeling.
Mach. Vis. Appl., 2015

Visual tracking in complex scenes through pixel-wise tri-modeling.
Mach. Vis. Appl., 2015

Visual tracking of non-rigid objects with partial occlusion through elastic structure of local patches and hierarchical diffusion.
Image Vision 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

Robust Feature Extraction for Shift and Direction Invariant Action Recognition.
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

Gradient preserving RGB-to-gray conversion using random forest.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

User interactive segmentation with partially growing random forest.
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

Patch-based fire detection with online outlier learning.
Proceedings of the 12th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2015

2014
View invariant action recognition using generalized 4D features.
Pattern Recognition Letters, 2014

Linear boundary discriminant analysis based on QR decomposition.
Pattern Anal. Appl., 2014

Two-stage online inference model for traffic pattern analysis and anomaly detection.
Mach. Vis. Appl., 2014

Spatio-temporal weighting in local patches for direct estimation of camera motion in video stabilization.
Computer Vision and Image Understanding, 2014

Learning with Adaptive Rate for Online Detection of Unusual Appearance.
Proceedings of the Advances in Visual Computing - 10th International Symposium, 2014

Proximity Clustering for Revealing a Semantically Dominant Class.
Proceedings of the Advances in Visual Computing - 10th International Symposium, 2014

Weighted Pooling Based on Visual Saliency for Image Classification.
Proceedings of the Advances in Visual Computing - 10th International Symposium, 2014

Motion Interaction Field for Accident Detection in Traffic Surveillance Video.
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

Transfer Learning of Motion Patterns in Traffic Scene via Convex Optimization.
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

MAP-Based Online Data Association for Multiple People Tracking in Crowded Scenes.
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


2013
Detection of moving objects with a moving camera using non-panoramic background model.
Mach. Vis. Appl., 2013

Matching heads of multiple people in multiple camera networks.
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

Abstracted radon profiles for fingerprint recognition.
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

Action Chart: A Representation for Efficient Recognition of Complex Activity.
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
Robust moving object detection against fast illumination change.
Computer Vision and Image Understanding, 2012

Multiple ground plane estimation for 3D scene understanding using a monocular camera.
Proceedings of the Image and Vision Computing New Zealand, 2012

Visual tracking with dual modeling.
Proceedings of the Image and Vision Computing New Zealand, 2012

Hierarchical feature grouping for multiple object segmentation and tracking.
Proceedings of the Image and Vision Computing New Zealand, 2012

Can we teach what emotions a robot should express?
Proceedings of the 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2012

Active attentional sampling for speed-up of background subtraction.
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.
Computer Vision and Image Understanding, 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

Tracking failure detection by imitating human visual perception.
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
Linear boundary discriminant analysis.
Pattern Recognition, 2010

Adaptive shadow estimator for removing shadow of moving object.
Computer Vision and Image Understanding, 2010

Enhanced Measurement Model for Subspace-Based Tracking.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Recovery Video Stabilization Using MRF-MAP Optimization.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

2009
Evolving Logic Networks With Real-Valued Inputs for Fast Incremental Learning.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2009

Optical image stabilizing system using multirate fuzzy PID controller for mobile device camera.
IEEE Trans. Consumer Electronics, 2009

PDA-based mobile robot system with remote monitoring for home environment.
IEEE Trans. Consumer Electronics, 2009

Theoretical analysis on feature extraction capability of class-augmented PCA.
Pattern Recognition, 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

A new discriminant analysis based on boundary/non-boundary pattern separation.
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
Novel Incremental Principal Component Analysis with Improved Performance.
Proceedings of the Structural, 2008

Design of reconfigurable heterogeneous modular architecture for service robots.
Proceedings of the 2008 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2008

Orientation and scale invariant mean shift using object mask-based kernel.
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

Fast Support Vector Data Description Using K-Means Clustering.
Proceedings of the Advances in Neural Networks, 2007

2006
Fast Incremental Learning Algorithm using Evolutionary Logic Networks for Real-Value Inputs.
Proceedings of the International Joint Conference on Neural Networks, 2006

Feature Extraction Using Class-Augmented Principal Component Analysis (CA-PCA).
Proceedings of the Artificial Neural Networks, 2006

2005
PCA-based feature extraction using class information.
Proceedings of the IEEE International Conference on Systems, 2005

2003
Intelligent transportation system using Q-learning.
Proceedings of the IEEE International Conference on Systems, 2003

2001
Logical evolution method for learning Boolean functions.
Proceedings of the IEEE International Conference on Systems, 2001


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