Jongwon Choi

Orcid: 0000-0003-3717-2490

According to our database1, Jongwon Choi authored at least 65 papers between 2012 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Robust Arbitrary-Time Path-Tracking Control Using Reduced Order Kinematic Model for Unmanned Ground Vehicles.
IEEE Trans. Intell. Transp. Syst., May, 2024

Self-supervised scheme for generalizing GAN image detection.
Pattern Recognit. Lett., 2024

Exploiting Style Latent Flows for Generalizing Deepfake Detection Video Detection.
CoRR, 2024

Multi-Stage Process Diagnosis Networks in Semiconductor Manufacturing.
IEEE Access, 2024

Domain Generalization for Face Forgery Detection by Style Transfer.
Proceedings of the IEEE International Conference on Consumer Electronics, 2024

Text-Guided Variational Image Generation for Industrial Anomaly Detection and Segmentation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Exploiting Style Latent Flows for Generalizing Deepfake Video Detection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Topic-VQ-VAE: Leveraging Latent Codebooks for Flexible Topic-Guided Document Generation.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Observations on K-Image Expansion of Image-Mixing Augmentation.
IEEE Access, 2023

Scaling of Class-wise Training Losses for Post-hoc Calibration.
Proceedings of the International Conference on Machine Learning, 2023

Document Change Detection With Hierarchical Patch Comparison.
Proceedings of the IEEE International Conference on Image Processing, 2023

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

Adaptive Attention Link-based Regularization for Vision Transformers.
CoRR, 2022

A high performance globally exponentially stable sensorless observer for the IPMSM: Theoretical and experimental results.
CoRR, 2022

Active Instance Selection for Few-Shot Classification.
IEEE Access, 2022

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

BiHPF: Bilateral High-Pass Filters for Robust Deepfake Detection.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

mToFNet: Object Anti-Spoofing with Mobile Time-of-Flight Data.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Novel-View Synthesis of Human Tourist Photos.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Scale Decision Network for Correlation Filter-based Tracking.
Proceedings of the 13th International Conference on Information and Communication Technology Convergence, 2022

FingerprintNet: Synthesized Fingerprints for Generated Image Detection.
Proceedings of the Computer Vision - ECCV 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

FrePGAN: Robust Deepfake Detection Using Frequency-Level Perturbations.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

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

Self-supervised GAN Detector.
CoRR, 2021

Observations on K-image Expansion of Image-Mixing Augmentation for Classification.
CoRR, 2021

A globally exponentially stable position observer for interior permanent magnet synchronous motors.
Autom., 2021

All-Directional Dual Pixel Auto Focus Technology in CMOS Image Sensors.
Proceedings of the 2021 Symposium on VLSI Circuits, Kyoto, Japan, June 13-19, 2021, 2021

VaB-AL: Incorporating Class Imbalance and Difficulty With Variational Bayes for Active Learning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
Expansion of ICS Testbed for Security Validation based on MITRE ATT&CK Techniques.
Proceedings of the 13th USENIX Workshop on Cyber Security Experimentation and Test, 2020

DoFNet: Depth of Field Difference Learning for Detecting Image Forgery.
Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

Associative Variational Auto-Encoder with Distributed Latent Spaces and Associators.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Visual Domain Adaptation by Consensus-Based Transfer to Intermediate Domain.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Sector-Based Analytic Overmodulation Method.
IEEE Trans. Ind. Electron., 2019

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

A globally exponentially stable position observer for interior permanent magnet synchronous motors.
CoRR, 2019

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

Accelerating Framework for Simultaneous Optimization of Model Architectures and Training Hyperparameters.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Vendor-Independent Monitoring on Programmable Logic Controller Status for ICS Security Log Management.
Proceedings of the 2019 ACM Asia Conference on Computer and Communications Security, 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

2018
Action-Driven Visual Object Tracking With Deep Reinforcement Learning.
IEEE Trans. Neural Networks Learn. Syst., 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
Action-Decision Networks for Visual Tracking with Deep Reinforcement Learning.
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

2016
The safety assessment system based on virtual networked environment for evaluation on the hazards from human errors during decommissioning of nuclear facilities.
Reliab. Eng. Syst. Saf., 2016

Hardware-assisted credential management scheme for preventing private data analysis from cloning attacks.
Multim. Tools Appl., 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 Tracking Using Attention-Modulated Disintegration and Integration.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015
An Autonomous Driving System for Unknown Environments Using a Unified Map.
IEEE Trans. Intell. Transp. Syst., 2015

Self-Cancellation of Interchannel Interference for OFDM Systems in Amplify-and-Forward Relay Communication Networks.
Int. J. Distributed Sens. Networks, 2015

Personal Information Leaks with Automatic Login in Mobile Social Network Services.
Entropy, 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

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
Balanced optical flow refinement by bidirectional constraint.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013
Sensorless control for electrically energized synchronous motor based on signal injection to field winding.
Proceedings of the IECON 2013, 2013

Crosswalk and traffic light detection via integral framework.
Proceedings of the 19th Korea-Japan Joint Workshop on Frontiers of Computer Vision, Incheon, Korea (South), January 30, 2013

A novel pixel design with hybrid type isolation scheme for low dark current in CMOS image sensor.
Proceedings of the Sensors, 2013

2012
A superpixel MRF approach using high-order likelihood for moving object detection.
Proceedings of the 21st International Conference on Pattern Recognition, 2012


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