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 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 Vision and Pattern Recognition (CVPR), 2024
Minhyeok Lee, Suhwan Cho, Jungho Lee, Sunghun Yang, Heeseung Choi, Ig-Jae Kim, Sangyoun Lee, "Effective SAM Combination for Open-Vocabulary Semantic Segmentation", arxiv, 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 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.
Komal Soni, Debi Prosad Dogra, Arif Ahmed Sekh, Smarjit Kar, Heeseung Choi, Ig-Jae Kim, "Person Re-Identification in Indoor Videos by Information Fusion using Graph Convolutional Networks", Expert Systems with Applications, 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.
Kamalakar Vijay Thankare, Debi Prosad Dogra, Heeseung Choi, 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 Thankare, Debi Prosad Dogra, Heeseung Choi, Haksub Kim, Ig-Jae Kim, "A Multi-Stream Deep Neural Network with Late Fuzzy Fusion for Real-World Anomaly Detection", Expert Systems with Applications, 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
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.