Jin Young Choi

Affiliations:
  • 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 166 papers between 2000 and 2024.

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Bibliography

2024
UFO: Unidentified Foreground Object Detection in 3D Point Cloud.
CoRR, 2024

2023
Gaussian Mixture Proposals with Pull-Push Learning Scheme to Capture Diverse Events for Weakly Supervised Temporal Video Grounding.
CoRR, 2023

Three Factors to Improve Out-of-Distribution Detection.
CoRR, 2023

RoCOCO: Robust Benchmark MS-COCO to Stress-test Robustness of Image-Text Matching Models.
CoRR, 2023

Audio Bank: A High-Level Acoustic Signal Representation for Audio Event Recognition.
CoRR, 2023

Confidence-Based Feature Imputation for Graphs with Partially Known Features.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Quantitative Manipulation of Custom Attributes on 3D-Aware Image Synthesis.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Balanced Energy Regularization Loss for Out-of-distribution Detection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Novel Regularization via Logit Weight Repulsion for Long-Tailed Classification.
Proceedings of the 34th British Machine Vision Conference 2023, 2023

2022
Rollback Ensemble With Multiple Local Minima in Fine-Tuning Deep Learning Networks.
IEEE Trans. Neural Networks Learn. Syst., 2022

Learning spectral transform for 3D human motion prediction.
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

How Much a Model be Trained by Passive Learning Before Active Learning?
IEEE Access, 2022

Congestion-Aware Bayesian Loss for Crowd Counting.
IEEE Access, 2022

Global-Local Motion Transformer for Unsupervised Skeleton-Based Action Learning.
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

Hypergraph-Induced Semantic Tuplet Loss for Deep Metric Learning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

SWAG-Net: Semantic Word-Aware Graph Network for Temporal Video Grounding.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Font Representation Learning via Paired-glyph Matching.
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

Statistical Analysis on Channel-wise Cross-correlation Features in Siamese Trackers.
Proceedings of the 18th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2022

2021
Motion-aware ensemble of three-mode trackers for unmanned aerial vehicles.
Mach. Vis. Appl., 2021

Over-Fit: Noisy-Label Detection based on the Overfitted Model Property.
CoRR, 2021

Differentiable Forward and Backward Fixed-Point Iteration Layers.
IEEE Access, 2021

Rotation-Aware 3D Vehicle Detection From Point Cloud.
IEEE Access, 2021

Detecting and Removing Text in the Wild.
IEEE Access, 2021

Influence-Balanced Loss for Imbalanced Visual Classification.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Unsupervised Hyperbolic Representation Learning via Message Passing Auto-Encoders.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Position-aware Location Regression Network for Temporal Video Grounding.
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

Class-Attentive Diffusion Network for Semi-Supervised Classification.
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

Differentiable Fixed-Point Iteration Layer.
CoRR, 2020

Heterogeneous Double-Head Ensemble for Deep Metric Learning.
IEEE Access, 2020

Context-Based Parking Slot Detection With a Realistic Dataset.
IEEE Access, 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

Task-Aware Quantization Network for JPEG Image Compression.
Proceedings of the Computer Vision - ECCV 2020, 2020

Separating Particulate Matter From a Single Microscopic Image.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Associative Variational Auto-Encoder with Distributed Latent Spaces and Associators.
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

Re-ranking with ranking-reflected similarity for person re-identification.
Pattern Recognit. Lett., 2019

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

Neuro-Optimization: Learning Objective Functions Using Neural Networks.
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

Symmetric Graph Convolutional Autoencoder for Unsupervised Graph Representation Learning.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

A Comprehensive Overhaul of Feature Distillation.
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

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 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

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 Technol., 2017

Scene conditional background update for moving object detection in a moving camera.
Pattern Recognit. Lett., 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 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

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 Recognit. Lett., 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.
Comput. Vis. Image Underst., 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.
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

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.
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

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 Recognit., 2010

Adaptive shadow estimator for removing shadow of moving object.
Comput. Vis. Image Underst., 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. Syst. Man Cybern. Part B, 2009

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

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

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

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
Domain density description for multiclass pattern classification with reduced computational load.
Pattern Recognit., 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

Hierarchical estimation for adaptive visual tracking.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Orientation and scale invariant mean shift using object mask-based kernel.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Relevant pattern selection for subspace learning.
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
Observer-based adaptive guidance law considering target uncertainties and control loop dynamics.
IEEE Trans. Control. Syst. Technol., 2006

SVDD-Based Method for Fast Training of Multi-class Support Vector Classifier.
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

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

Fuzzy + PID Controller for Robot Manipulator.
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

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

2004
Compensation of actuator dynamics in nonlinear missile control.
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
Intelligent transportation system using Q-learning.
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

Sliding mode tracking control of nonholonomic wheeled mobile robots.
Proceedings of the American Control Conference, 2002

2001
Adaptive observer backstepping control using neural networks.
IEEE Trans. Neural Networks, 2001

New parametric affine modeling and control for skid-to-turn missiles.
IEEE Trans. Control. Syst. Technol., 2001

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

Adaptive neuro control for output feedback nonlinear systems.
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
Nonlinear adaptive control using networks of piecewise linear approximators.
IEEE Trans. Neural Networks Learn. Syst., 2000

Adaptive control for feedback-linearized missiles with uncertainties.
IEEE Trans. Aerosp. Electron. Syst., 2000

Adaptive control based on a parametric affine model for tail-controlled missiles.
Proceedings of the 39th IEEE Conference on Decision and Control, 2000

Observer-based backstepping control using online approximation.
Proceedings of the American Control Conference, 2000


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