International Publications
International Conference
2025
NBA3D: Neighbor-Based Confidence Adjustment for 3D Rare Object Detection Using LiDAR
Jooyoung Lee, Jaeyoon Lee, Jongwon Choi AAAI Conference on Artificial Intelligence 2025 (AAAI2025) [Top-tier AI Conference],
[Paper]
SCENEDERELLA: Text-Driven 3D Scene Generation for Realistic Artboard
Jungmin Lee*, Haeun Noh*, Jaeyoon Lee, Jongwon Choi (*Equal contribution)International Conference on Consumer Electronics 2025 (ICCE 2025),
[Paper] [Project page]
ID-Flow: Leveraging Voice Identity for Generalizing Audio Deepfake Detection
Jongwook Choi, , Taehoon Kim, , Jongwon ChoiInternational Conference on Consumer Electronics 2025 (ICCE 2025),
[Paper]
2024
Educational Research Trends of the Use of Gaze Learning Data through Topic Modeling and Scientometric Analysis
Jungmin Lee, Huigon Shin, YoungJoon Yoo, Jongwon Choi, Mi Song Kim International Joint Conference on Artificial Intelligence 2024 workshop (IJCAI2024 workshop),
[Paper]
2023
Document Change Detection with Hierarchical Patch Comparison
Doyoung Park, Sunjin Kim, Minkyu Kim, Naresh Reddy Yarram, Seongho Joe, Youngjune Gwon, Jongwon ChoiInternational Conference on Image Processing 2023 (ICIP2023), [Paper]
Domain Generalization for Face Forgery Detection by Style Transfer
Taehoon Kim, Jongwook Choi, Hyunjin Cho, HyoungJun Lim, Jongwon ChoiInternational Conference on Consumer Electronics 2024 (ICCE 2024), [Paper]
2022
FingerprintNet: Synthesized Fingerprints for Generated Image Detection
Yonghyun Jeong, Doyeon Kim, Youngmin Ro, Pyounggeon Kim, Jongwon ChoiEuropean Conference on Computer Vision 2022 (ECCV2022) [Top-tier CV Conference], [Paper]
Novel-View Synthesis of Human Tourist Photos
Jonathan Freer, Kwang Moo Yi, Wei Jiang, Jongwon Choi, Hyung Jin ChangWinter Conference on Applications of Computer Vision 2022 (WACV2022), [Paper]
Tracking Failure Prediction for Siamese Trackers Based on Channel Feature Statistics
Kyuewang Lee, Hoseok Do, Taegil Ha, Jongwon Choi, Jin Young ChoiIEEE International Conference on Advanced Video and Signal-Based Surveillance 2022 (AVSS2022), [Oral] [Paper]
2021
VaB-AL: Incorporating Class Imbalance and Difficulty with Variational Bayes for Active Learning
Jongwon Choi*, Kwang Moo Yi*, Jihoon Kim, Jinho Choo, Byoungjip Kim, Jin-Yeop Chang, Youngjune Gwon, Hyung Jin Chang(* Equally contributed) IEEE Conference on Computer Vision and Pattern Recognition 2021 (CVPR2021) [Top-tier CV Conference], [Paper] [Arxiv] [Github]
2020
Visual Domain Adaptation by Consensus-based Transfer to Intermediate Domain
Jongwon Choi, Youngjoon Choi, Jihoon Kim, Jinyeop Chang, Ilhwan Kown, Youngjune Gwon, Seungjai MinAAAI Conference on Artificial Intelligence (AAAI2020) [Top-tier AI Conference], [Paper] [Supplementary]
Associative Variational Auto-encoder with Distributed Latent Spaces and Associators
Dae Ung Jo, ByeongJu Lee, Jongwon Choi, Haanju Yoo, Jin Young ChoiAAAI Conference on Artificial Intelligence (AAAI2020) [Top-tier AI Conference], [Paper]
DoFNet: Depth of Field Difference Learning for Detecting Image Forgery
Yonghyun Jeong*, Jongwon Choi*, Doyeon Kim, Sehyeon Park, Minki Hong, Changhyun Park, Seungjai Min, Youngjune Gwon (*Equally contributed) Asian Conference on Computer Vision (ACCV2020), [Oral] [Paper]
2019
Backbone Can Not be Trained at Once: Rolling Back to Pre-trained Network for Person Re-Identification
Youngmin Ro, Jongwon Choi, Dae Ung Jo, Byeongho Heo, Jongin Lim, Jin Young ChoiAAAI Conference on Artificial Intelligence (AAAI2019) [Top-tier AI Conference] [ArXiv] [project page(code & result)]
Accelerating Simultaneous Optimization of the Model Architecture and the Training Hyperparameter
Youngjoon Choi, Jongwon Choi, Hankyu Moon, Jaeyoung Lee, Jin-Yeop ChangIEEE International Conference on Image Processing (ICIP2019), [Oral] [Paper]
2018
Context-aware Deep Feature Compression for High-speed Visual Tracking
Jongwon Choi, Hyung Jin Chang, Tobias Fischer, Sangdoo Yun, Kyuewang Lee, Jiyeoup Jeong, Yiannis Demiris, Jin Young Choi IEEE Conference on Computer Vision and Pattern Recognition 2018 (CVPR2018) [Top-tier Computer Vision Conference] [pdf] [project page(code & result)]
Selective Ensemble Network for Accurate Crowd Density Estimation
Jiyeoup Jeong, Hawook Jeong, Jongin Lim, Jongwon Choi, Sangdoo Yun, Jin Young Choi International Conference on Pattern Recognition (ICPR2018), [Poster] [pdf]
2017
Attentional Correlation Filter Network for Adaptive Visual Tracking
Jongwon Choi, Hyung Jin Chang, Sangdoo Yun, Tobias Fischer, Yiannis Demiris, Jin Young Choi IEEE Conference on Computer Vision and Pattern Recognition 2017 (CVPR2017) [Top-tier Computer Vision Conference] [pdf] [project page(github & result)]
Action-Decision Network for Visual Tracking with Deep Reinforcement Learning
Sangdoo Yun, Jongwon Choi, Youngjoon Yoo, Kimin Yun, and Jin Young ChoiIEEE Conference on Computer Vision and Pattern Recognition 2017 (CVPR2017) [Top-tier Computer Vision Conference], [Spotlight][pdf] [project page(code & result)]
Effect of Learning Rate to Generalization Power
Dae Ung Jo, Jongwon Choi, Jin Young ChoiInternational Symposium on Advanced Intelligent Systems, 2017 (ISIS2017)[pdf]
2016
An Integrated Framework for 24-hours Fire Detection
Jongwon Choi, Jin Young ChoiEuropean Conference on Computer Vision Workshop, 2016 (ECCVW2016) [Top-tier Computer Vision Conference - Workshop][pdf]
Density-aware Pedestrian Proposal Networks for Robust People Detection in Crowded Scenes
Sangdoo Yun, Kimim Yun, Jongwon Choi, Jin Young ChoiEuropean Conference on Computer Vision Workshop, 2016 (ECCVW2016) [Top-tier Computer Vision Conference - Workshop][pdf]
Visual Tracking Using Attention-Modulated Disintegration and Integration
Jongwon Choi, Hyung Jin Chang, Jiyeoup Jeong, Yiannis Demiris, Jin Young Choi IEEE Conference on Computer Vision and Pattern Recognition 2016 (CVPR2016) [Top-tier Computer Vision Conference] [pdf] [project page(github & result)]
2015
Patch-based Fire Detection with Online Outlier Learning
Jongwon Choi and Jin Young Choi,IEEE International Conferenece on Advanced Video and Signal based Surveillance, 2015 (AVSS2015)[pdf]
Robust Pan-Tilt-Zoom Tracking via Optimization Combining Motion Features and Appearance Correlations
ByeongJu Lee, Kimin Yun, Jongwon Choi, Jin Young Choi,IEEE International Conferenece on Advanced Video and Signal based Surveillance, 2015 (AVSS2015) [oral][pdf]
Gradient Preserving RGB-to-Gray Conversion using Random Forest
ByeongJu Lee, Jongwon Choi, Kimin Yun, Jin Young ChoiIEEE International Conference on Image Processing, 2015 (ICIP2015)[pdf]
Scene-invariant Crowd Density Estimation with Aggregated Features
Jiyeoup Jeong, Jongwon Choi, Jin Young ChoiInternational Symposium on Advanced Intelligent Systems, 2015 (ISIS2015)[pdf]
2014
2013
Crosswalk and Traffic Light Detection via Integral Framework
Jongwon Choi, Byungtae Ahn, In So Kweon19th Korea-Japan Joint Workshop on Frontiers of Computer Vision (FCV), 2013[pdf]
Implementation of Driverless Car: Efficient Sensor Network for High Speed Robot (Best poster award)
Seunghak Shin, Inwook Shim, Byungtae Ahn, Tae-Hyun Oh, Jongwon Choi, In So KweonThe 7th International Workshop on Robust Computational Vision (IWRCV), 2013 [pdf]
2012
A Superpixel MRF Approach Using High-order Likelihood for Moving Object Detection
Jihong Min, Hyeongwoo Kim, Jongwon Choi, In So Kweon21st International Conference on Pattern Recognition (ICPR), 2012[pdf]
International Journal
2024
Multitask Adaptation for Unlabeled Domain Using Multiple Single-task Domains
Youngwook Kang, Hawook Jeong, Junsup Shin, Jongwon ChoiIEEE Access, 2024.12[pdf]
Self-supervised Scheme for Generalizing GAN Image Detection
Yonghyun Jeong, Doyeon Kim, Pyounggeon Kim, Youngmin Ro, Jongwon ChoiPattern Recognition Letters, 2024.06 (Accepted)[pdf]
Geographical discrimination of Asian red pepper powders using 1H-NMR spectroscopy and deep learning-based convolution neural networks
Byung Hoon Yun, Hyo-Yeon Yu, Hyeongmin Kim, Sangki Myoung, Neulhwi Yeo, Jongwon Choi, Hyang Sook Chun, Hyeonjin Kim, Sangdoo AhnFood Chemistry, 2024.05 (Accepted)[pdf]
2023
Observations on K-image Expansion of Image-Mixing Augmentation
Joonhyun Jeong*, Sungmin Cha*, Jongwon Choi, Sangdoo Yun, Taesup Moon, Youngjoon Yoo (*Equally contributed)IEEE Access, 2023.01[pdf]
2022
Active Instance Selection for Few-shot Classification
Junsup Shin, Youngwook Kang, Seungjin Jung, Jongwon ChoiIEEE Access, 2022.12[pdf]
Optimization-Based Method Removing Highlights with Flash/No-Flash Image
Jongwon Choi, Sangdoo Yun, Jin Young ChoiOptics Express, 2022.05[pdf] [Project page]
Congestion-aware Bayesian Loss for Crowd Counting
Jiyeoup Joeng, Jongwon Choi, Dae Ung Jo, Jin Young ChoiIEEE Access, 2022.01[pdf]
Visual content analysis of visitors’ engagement with an instagrammable exhibition
Bo-A. Rhee, Federico Pianzola, Jongwon Choi, Wooseok Hyung, and Jinsoo HwangMuseum Management and Curatorship (A&HCI), 2022[pdf]
2021
Rollback Ensemble with Multiple Local Minima in Fine-tuning Deep Learning Networks
Youngmin Ro, Jongwon Choi, Byeongho Heo, and Jin Young ChoiIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021[pdf]
Motion-aware Ensemble of Three-mode Trackers for Unmanned Aerial Vehicles
Kyuewang Lee, Hyung Jin Chang, Jongwon Choi, Byeongho Heo, Aleˇs Leonardis, Jin Young ChoiMachine Vision and Applications (MVA), 2021[pdf]
2018
Action-Driven Visual Object Tracking with Deep Reinforcement Learning
Sangdoo Yun, Jongwon Choi, Youngjoon Yoo, Kimin Yun, and Jin Young ChoiIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2018[pdf]
2014
An Autonomous Driving System for Unknown Environments using a Unified Map
Inwook Shim, Jongwon Choi, Seunghak Shin, Tae-Hyun Oh, Unghui Lee, Byungtae Ahn, Dong-Geol Choi, David Hyunchul Shim, In So KweonIEEE Transactions on Intelligent Transportation Systems (T-ITS), 2014[pdf]