2026

• Hammad Khan, Rakesh Kumar Giri, Kamalakar Vijay Thakare, Heeseung Choi, Hyungjoo Jung, Debi Prosad Dogra, Ig-Jae Kim, "VAST-ReID: A Low-Light Benchmark Dataset for Person Re-Identification with Visual and Attribute-Rich Semantic Tracking", IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2026
• Dongbum Kim, Deokhyeon Ahn, Yong Jin Jo, Haesol Park, Sangyoun Lee, Haksub Kim, "A foundational research framework for real-world abandoned object detection: train-free baseline and a standardized benchmark", Expert Systems with Applications, 2026
  

2025

• Seokyeong Lee, Junyong Choi, Seungryong KiM, Ig-Jae Kim, Junghyun Cho, "Leveraging Intrinsic Components for Few-shot Neural Radiance Fields in Unconstrained Illumination", IEEE Access, 2025
• Minsoo Kim, Gi Pyo Nam, Haksub Kim, Haesol Park, Ig-jae Kim, "IG-FIQA: Improving Classifiability-Based Face Image Quality Assessment Through Intra-Class Variance Guidance", IEEE Access, 2025
• Yeji Choi, Haksub Kim, Kwanghoon Sohn, Ig-jae Kim, "HiTS: Hierarchical Text-Guided Stylization for Face Sketch-to-Photo Synthesis", IEEE Access, 2025
• Deokhyeon Ahn, Yong Jin Jo, Dongbum Kim, Gi Pyo Nam, Jae-Ho Han, Haksub Kim, "Where and What: Contextual Dynamics-aware Anomaly Detection in Surveillance Videos", IEEE Transactions on Image Processing (TIP), 2025
• Hyogun Lee, Haksub Kim, Ig-Jae Kim, Yonghun Choi, "Flashback: Memory-Driven Zero-shot, Real-time Video Anomaly Detection", arxiv, 2025
• Seokyeong Lee, Sithu Aung, Junyong Choi, Seungryong Kim, Ig-Jae Kim, Junghyun Cho, "PLOT: Pseudo-Labeling via Video Object Tracking for Scalable Monocular 3D Object Detection", arxiv, 2025
• Minsoo Kim, Min-Cheol Sagong, Gi Pyo Nam, Junghyun Cho, Ig-Jae Kim, "VIGFace: Virtual Identity Generation for Privacy-Free Face Recognition", International Conference on Computer Vision (ICCV), 2025
• JunGyu Lee, Kunyoung Lee, Haesol Park, Ig-Jae Kim, Gi Pyo Nam, "V-NAW: Video-Based Noise-Aware Adaptive Weighting for Facial Expression Recognition", IEEE Conference on Computer Vision and Pattern Recognition Workshop (CVPRW), 2025 
• Minhyeok Lee, Suhwan Cho, Jungho Lee, Sunghun Yang, Heeseung Choi, Ig-Jae Kim, Sangyoun Lee, "Effective SAM Combination for Open-Vocabulary Semantic Segmentation", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2025
• Junyong Choi, Min-Cheol Sagong, Seokyeong Lee, Seung-Won Jung, Ig-Jae Kim, Junghyun Cho, "Channel-wise Noise Scheduled Diffusion for Inverse Rendering in Indoor Scenes", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2025
• Junyong Choi, Seokyeong Lee, Haesol Park, Seung-Won Jung, Ig-Jae Kim, Junghyun Cho, "MAIR++: Improving Multi-view Attention Inverse Rendering with Implicit Lighting Representation", IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025
• Aung Sithu, Min-Cheol Sagong, Junghyun Cho, "Multi-view Pedestrian Occupancy Prediction with a Novel Synthetic Dataset", AAAI, 2025
• Jun Kyu Lee, Yeji Choi, Haksub Kim, Ig-Jae Kim, Gi Pyo Nam, "Navigating Label Ambiguity for Facial Expression Recognition in the Wild", AAAI, 2025
• Kamalakar Vijay Thakare, Lolit Lohani, Kamakshya Prasad Nayak, Debi Prosad Dogra, Heeseung Choi, Hyungjoo Jung, Ig-Jae Kim, "CLIPping Imbalances: A Novel Evaluation Baseline and PEARL Dataset for Pedestrian Attribute Recognition", IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2025

2024

• Lalit Lohani, Kamalakar Vijay Thakare, Kamakshya Prasad Nayak, Debi Prosad Dogra, Heeseung Choi, Hyungjoo Jung, Ig-Jae Kim, "Pedestrian Attribute Recognition Using Hierarchical Transformers", ICPR, 2024
• Suhwan Cho, Minhyeok Lee, Seunghoon Lee, Dogyoon Lee, Heeseung Choi, Ig-Jae Kim, Sangyoun Lee, "Dual Prototype Attention for Unsupervised Video Object Segmentation, ", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024
• Minsoo Kim, Min-Cheol Sagong, Gi Pyo Nam, Junghyun Cho, Ig-Jae Kim, "VIGFace: Virtual Identity Generation Model for Face Image Synthesis", arxiv, 2024
• Soyoung Kim, Henri Christiaan, Junghyun Cho, "Enhancing Missing Persons Search Strategies through Technical Touchpoints", Policing and Society, 2024.
• Wonyoung Choi, Gi Pyo Nam, Junghyun Cho, Ig-Jae Kim, Hyeong-Seok Ko, "Integrating Pretrained Encoders for Generalized Face Frontalization", IEEE Access, 2024.
• Seok Yeong Lee, Junyong Choi, Seungryong Kim, Ig-Jae Kim, Junghyun Cho, "Few-shot Neural Radiance Fields Under Unconstrained Illumination", AAAI, 2024.
• Aung Sithu, Haesol Park, Hyungjoo Jung, Junghyun Cho, "Enhancing Multi-view Pedestrian Detection Through Generalized 3D Feature Pulling ", IEEE/CVF Winter Conference on Applicaitons of Computer Vision (WACV), 2024.
• Kamalakar Thakare, Debi Dogra, Heeseung Choi, Haksub Kim, Ig-Jae Kim,  "Let's Observe Them Over Time: An Improved Pedestrian Attribute Recognition Approach", IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2024.

2023

• Yeji Choi, Kwanghoon Sohn, Ig-Jae Kim, "Face Photo-Sketch Synthesis Via Domain-Invariant Feature Embedding", IEEE International Conference on Image Processing (ICIP), 2023.
• Kamalakar Vijay Thankare, Debi Prosad Dogra, Heeseung Choi, Haksub Kim, Ig-Jae Kim, "A Benchmark video dataset for rare type anomalies", Pattern Recognition (PR), 2023.
• Junyong Choi, Seok Yeong Lee, Haesol Park, Seung-Won Jung, Ig-Jae Kim, Junghyun Cho, "MAIR: Multi-view Attention Inverse Rendering with 3D Spatially-Varying Lighting Estimation", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023.
• Patrick Y. K. Lee, Ning F. Ma, Ig-Jae Kim, Dongwook Yoon, "Speculating on Risks of AI Clones to Selfhood and Relationships: Doppelganger-phobia, Identity Fragmentation, and Living Memories", ACM SIGCHI Conference on Computer-Supported Cooperative Work & Social Computing (CSCW), 2023.
• Kamalakar Vijay Thakare, Yash Raghuwanshi, Debi Prosad Dogra, Heeseung Choi, Ig-Jae Kim, "DyAnNet: A Scene Dynamicity Guided Self-Trained Video Anomaly Detection Network", IEEE Winter Conference on Applications of Computer Vision (WACV), 2023.

2022

• Komal Soni, Debi Prosad Dogra, Arif Ahmed Sekh, Samarjit Kar, Heeseung Choi, Ig-Jae Kim, "Person re-identification in indoor videos by information fusion using Graph Convolutional Networks", Expert Systems with Applications, 2022.
• Kamalakar Vijay Thakare, Debi Prosad Dogra, Heeseung Choi, Haksub Kim, Ig-Jae Kim, "Object Interaction-Based Localization and Description of Road Accident Events Using Deep Learning", IEEE Transactions on Intelligent Transportation Systems, 2022.
• Kamalakar Vijay Thakare, Nitin Sharma, Debi Prosad Dogra, Heeseung Choi, Ig-Jae Kim, "A multi-stream deep neural network with late fuzzy fusion for real-world anomaly detection", Expert Systems with Applications, 2022.
• Minsoo Kim, Gi Pyo Nam, Yu-Jin Hong, Ig-Jae Kim, "PPL: Pairwise Prototype Learning for Masked Face Recognition", The British Machine Vision Conference (BMVC), 2022.
• Haetsal Lee, Unsang Park, Ig-Jae Kim, Junghyun Cho, "Rank-GCN for Robust Action Recognition", IEEE Access, 2022.
• Mi-Yeon Cha, Yu-Jin Hong, Ja-Eun Choi, Tae-Song Kwon, Ig-Jae Kim, Kyung-Won Hong, "Classification of Early Age Facial Growth Pattern and Identification of the Genetic Basis in Two Korean Populations", Scientific Report, 2022.
• Jungin Park, Jiyoung Lee, Ig-Jae Kim, Kwanghoon Sohn, "Probabilistic Representation for Video Contrastive Learning", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022.

2021

• Yeji Choi, Hyunjung Park, Gi Pyo Nam, Haksub Kim, Heeseung Choi, Junghyun Cho, Ig-Jae Kim , "K-face: A large-scale kist face database in consideration with unconstrained environments", arxiv, 2021.
• Hyunwoo Cho, Haesol Park, Ig-Jae Kim, Junghyun Cho, "Data Augmentation of Backscatter X-ray Images for Deep Learning-Based Automatic Cargo Inspection", Sensors, 2021.
• Yoonsik Yang, Haksub Kim, Heeseung Choi, Seungho Chae, Ig-Jae Kim, "Scene Adaptive Online Surveillance Video Synopsis via Dynamic Tube Rearrangement using Octree", IEEE Transactions on Image Processing (TIP), 2021.
• Haetsal Lee, Junghyun Cho, Ig-Jae Kim, Unsang Park, "Distance-GCN for Action Recognition", Asian Conference on Pattern Recognition (ACPR), 2021.
• Je Hyeong Hong, Hanjo Kim, Minsoo Kim, Gi Pyo Nam, Junghyun Cho, Hyeong-Seok Ko, Ig-Jae Kim, "A 3D Model-Based Approach for Fitting Masks to Faces in the Wild", IEEE International Conference on Image Processing (ICIP), 2021.
• Je Hyeong Hong, Donghoon Kang, Ig-Jae Kim, "A Unified Method for Robust Self-Calibration of 3-D Field Sensor Arrays", IEEE Transactions on Instrumentation and Measurement, 2021.
• Je Hyeong Hong, Donghoon Kang, Ig-Jae Kim, "Robust Autocalibration of Triaxial Magnetometers", IEEE Transactions on Instrumentation and Measurement, 2021.
• Hochul Hwang, Cheongjae Jang, Geonwoo Park, Junghyun Cho, Ig-Jae Kim, "ElderSim: A Synthetic Data Generation Platform for Human Action Recognition in Eldercare Applications", IEEE Access, 2021.
• MyeongAh Cho, Taeoh Kim, Ig-Jae Kim, Sangyoun Lee, "Relational Deep Feature Learning for Heterogeneous Face Recognition", IEEE Transactons on Information Forensics and Security (T-IFS), 2021.
• Minsu Kim, Sunghun Joung, Seungryong Kim, JungIn Park, Ig-Jae Kim, Kwanghoon Sohn, "Cross-Domain Grouping and Alignment for Domain Adaptive Semantic Segmentation", AAAI Conference on Artificial Intelligence (AAAI), 2021.

2020

• Seungho Chae, Je Hyeong Hong, Heeseung Choi, Ig-Jae Kim, "POP: A Generic Framework for Real-time Pose Estimation of Planar Objects",  IEEE Access, 2020. 
• Toan Minh Hoang, Gi Pyo Nam, Junghyun Cho, Ig-Jae Kim, "DEFace: Deep Efficient Face Network for Small Scale Variations", IEEE Access, 2020. 
• Arif Ahmed, Debi Prosad Dogra, Heeseung Choi, Seungho Chae, Ig-Jae Kim, "Person Re-identification in Videos by Analyzing Spatio-Temporal Tubes", Multimedia Tools and Applications, 2020. 
• Hanjae Kim,  Sunghun Joung, Ig-Jae Kim, Kwanghoon Sohn, "Shape-Adaptive Kernel Network for Dense Object Detection", IEEE International Conference on Image Processing (ICIP), 2020.
• Hyunki Lim, Heeseung Choi, Yeji Choi, Ig-Jae Kim, "Memetic algorithm for multivariate time-series segmentation", Pattern Recognition Letters, 2020.
• Se A Lee, Jin Kim, Jeon Mi Lee, Yu-Jin Hong, Ig-Jae Kim, Jong Dae Lee, "Automatic Facial Recognition System Assisted-facial Asymmetry Scale Using Facial Landmarks", Otology & Neurotology, 2020.
• Jungin Park, Jiyoung Lee, Ig-Jae Kim, Kwanghoon Sohn, "SumGraph: Video Summarization via Recursive Graph Modeling", European Conference on Computer Vision (ECCV), 2020.
• Sunghun  Joung, Seungryong kim, Hanjae kim, Minsu Kim, Ig-Jae Kim, Junghyun Cho, Kwanghun Sohn, "Cylindrical Convolutional Networks for Joint Object Category and Viewpoint Estimation", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020. 
• Yu-Jin Hong, Sung Eun Choi, Gi Pyo Nam, Heeseung Choi, Junghyun Cho, Ig-Jae Kim, "Adaptive 3D Model-Based Facial Expression Synthesis and Pose Frontalization", Sensors, 2020.
• Yeji Choi, Hyunki Lim, Heeseung Choi, Ig-Jae Kim, "GAN-based Anomaly Detection and Localization of Multivariate Time Series Data for Power Plant",  IEEE Big Data and Smart Computing (BigComp), 2020.

2019

• AD. Nguyen, Jongyoo Kim, Heeseok Oh, Haksub Kim, Weisi Lin, Sanghoon Lee, "Deep Visual Saliency on Stereoscopic Images", IEEE Transactions on Image Processing (TIP), 2019.
• Young Min Kim, Sangwoo Ryu, Ig-Jae Kim, "Planar Abstraction and Inverse Rendering of 3D Indoor Environment", IEEE Transactions on Visualization and Computer Graphics (TVCG), 2019.
• Hae-Young Lee, Seongwon Cha, Hyo-Jeong Ban, In-Young Kim, Bo-Reum Park, Ig-Jae Kim, Kyung-won Hong, "The age distribution of facial metrics in two large Korean populations", Scientific Reports, 2019.
• Sekh Arif Ahmed, Debi P. Dogra, Samarjit Kar, Renuka Patnaik, Seung-cheol Lee, Heeseung Choi, Gi Pyo Nam, Ig-Jae Kim, "Query-Based Video Synopsis for Intelligent Traffic Monitoring Applications", IEEE Transactions on Intelligent Transportation Systems, 2019.
• Jun Beom Kho, Jaihie Kim, Ig-Jae Kim, Andrew Beng Jin Teoh, "Cancelable fingerprint template design with randomized non-negative least squares", Pattern Recognition, 2019.
• Arif Ahmed, Debi Prosad Dogra, Heeseung Choi, Seungho Chae, Ig-Jae Kim, "Person Re-identification in Videos by Analyzing Spatio-Temporal Tubes", CoRR, 2019.
• Ziga Emersic, Hyeonjung Park, Gi Pyo Nam, Ig-Jae Kim, Sagar G. Sangodkar, Umit Kacar, Murvet Kirci, et al., "The Unconstrained Ear Recognition Challenge",  ICB, 2019 (Ranked in 3rd place)

2018

• Gi Pyo Nam, Heeseung Choi, Junghyun Cho, Ig-Jae Kim, "PSI-CNN A Pyramid-Based Scale-Invariant CNN Architecture for Face Recognition Robust to Various Image Resolutions", Appl. Science, 2018.

2017

• Sung Eun Choi, Jaeik Jo, Sanghak Lee, Hee-seung Choi, Ig-Jae Kim, Jaihie Kim, "Age face simulation using aging functions on global and local features with residual images", Expert Systems, 2017.
• Byung-Hwa Park, Se-Young Oh, Ig-Jae Kim, "Face alignment using a deep neural network with local feature learning and recurrent regression", Expert Systems, 2017.
• Yu-Jin Hong, Gi Pyo Nam, Hee-seung Choi, Junghyun Cho, Ig-Jae Kim, "A Novel Framework for Assessing Facial Attractiveness Based on Facial Proportions", Symmetry, 2017.

2016

• Young Min Kim, Junghyun Cho, Sang Chul Ahn, "3D Modeling from Photos Given Topological Information", IEEE Transactions on Visualization and Computer Grpahics (TVCG), 2016.
• Yu-Jin Hong, Gi Pyo Nam, Hee-seung Choi, Junghyun Cho, Ig-Jae Kim, "3-Dimensional Face from a Single Face Image with Various Expressions", HCI, 2016.
• Seungho Chae, Yoonsik Yang, Hee-seung Choi, Ig-Jae Kim, Junghyun Byun, Jiyoon Jo, Tack-Don Han, "Smart advisor: Real-time information provider with mobile augmented reality", ICCE, 2016.
• Byeongjoo Ahn, Junghyun Cho, Taekyung Yoo, Ig-Jae Kim, "Reduced illumination patterns for acquisition of specular and diffuse normal maps", SIGGRAPH Asia (poster), 2016.
• Junghyun Cho, Hee-seung Choi, Sang Chul Ahn, Ig-Jae Kim, "Parameterized Facial Modelling and Animation", Context Aware Human-Robot and Human-Agent Interaction [Chapter Book], 2016.

2015

• Jaeik Jo, Hee-seung Choi, Ig-Jae Kim, Jaihie Kim, "Single-view-based 3D facial reconstruction method robust against pose variations", Pattern Recognition, 2015.
• Sungyeon Park, Hee-seung Choi, Ig-Jae Kim, "Enhancing Facial Impression for Video Conference", HCI, 2015.

2014

• Jaeik Jo, Sung Joo Lee, Kang Ryoung Park, Ig-Jae Kim, Jaihie Kim, "Detecting driver drowsiness using feature-level fusion and user-specific classification", Expert Systems, 2014.
• Junghyun Cho, Yu-Jin Hong, Sang Chul Ahn, Ig-Jae Kim, "Expression Recognition Driven Virtual Human Animation", HCI, 2014.
• Yu-Jin Hong, Jaewon Kim, Junghyun Cho, Ig-Jae Kim, "3D Face-Aware Electronics with Low-Resolution Imaging", HCI, 2014.
• Hee-seung Choi, Gyuchull Han, Ig-Jae Kim, "Smart Booklet: Tour guide system with mobile augmented reality", ICCE, 2014.
• Zhongrui Li, Chao Sun, Won-Sook Lee, Ig-Jae Kim, "Hair modeling using kinect sensors and DSLR cameras", URAI, 2014.

2013

• Joongrock Kim, Sunjin Yu, Ig-Jae Kim, Sangyoun Lee, "3D Multi-Spectrum Sensor System with Face Recognition", Sensors, 2013.
• Jaewon Kim, Gyuchull Han, Ig-Jae Kim, Hyoung-Gon Kim, Sang Chul Ahn, "Long-Range Hand Gesture Interaction Based on Spatio-temporal Encoding", HCI, 2013.
• Jae-In Hwang, Min-Hyuk Sung, Ig-Jae Kim, Sang Chul Ahn, Hyoung-Gon Kim, Heedong Ko, "Painting Alive: Handheld Augmented Reality System for Large Targets", HCI, 2013.