Minsoo Kim, Min-Cheol Sagong, Gi Pyo Nam, Junghyun Cho, and Ig-Jae Kim, "VIGFace: Virtual Identity Generation for Privacy-Free Face Recognition", International Conference on Computer Vision (ICCV), 2025.10.
Hyogun Lee, Haksub Kim, Ig-Jae Kim, and 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, and Junghyun Cho, "PLOT: Pseudo-Labeling via Video Object Tracking for Scalable Monocular 3D Object Detection", arxiv, 2025.
JunYong Choi, Min-Cheol Sagong, SeokYeong Lee, Seung-Won Jung, Ig-Jae Kim, and Junghyun Cho, "Channel-wise Noise Scheduled Diffusion for Inverse Rendering in Indoor Scenes", CVPR, 2025. 06.
Minhyeok Lee, Suhwan Cho, Jungho Lee, Sunghyun Yang, Heeseung Choi, Ig-Jae Kim, and Sangyoun Lee, "Effective SAM Combination for Open-Vocabulary Semantic Segmentation", CVPR, 2025. 06.
JunYong Choi, SeokYeong Lee, Haesok Park, Seung-Won Jung, Ig-Jae Kim, and Junghyun Cho, "MAIR++: Improving Multi-view Attention Inverse Rendering with Implicit Lighting Representation", IEEE Transanctions on Pattern Analysis and Machine Intelligence (T.PAMI), 2025.
Jessica Huang, Ig-Jae Kim, and Dongwook Yoon, "From Mirror to Companion: A Participatory Design Fiction Study for Exploring Roles, Values, and Risks of AI Self-Clones", ACM CHI, 2025. 04.
Amit Ghimire, Anova Hou, Ig-Jae Kim, and Dongwook Yoon, "AvatARoid: A Motion-Mapped AR Overlay to Bridge the Embodiment Gap Between Robots and Teleoperators in Robot-Mediated Telepresence", ACM CHI, 2025. 04.
Yeji Choi, Haksub Kim, Kwanghoon Sohn, and Ig-Jae Kim, "HiTS: Hierarchical Text-Guided Stylization for Face Sketch-to-Photo Synthesis", IEEE Access, 13, 50885-50894, 2025. 03.
JunGyu Lee, Yeji Choi, Haksub Kim, Ig-Jae Kim, and Gi Pyo Nam, "Navigating Label Ambiguity for Facial Expression Recognition in the Wild", AAAI, 2025. 02.
Kamalakar Vijay Thakare, Lolit Lohani, Kamakshya Prasad Nayak, Debi Prosad Dogra, Heeseung Choi, Hyungjoo Jung, and 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. 01.
Lalit Lohani, Kamalakar Vijay Thakare, Prasad Nayak, Debi Prosad Dogra, Heeseung Choi, Hyungjoo Jung, and Ig-Jae Kim, "Pedestrian Attribute Recognition Using Hierarchical Transformers", ICPR, 2024. 12.
Suhwan Cho, Minhyeok Lee, Seunghoon Lee, Dogyoon Lee, Heeseung Choi, Ig-Jae Kim, and Sangyoun Lee, "Dual Prototype Attention for Unsupervised Video Object Segmentation", CVPR, 2024. 06.
Wonyoung Choi, Gi Pyo Nam, Junghyun Cho, Ig-Jae Kim, and Hyeong-Seok Ko, "Integrating Pretrained Enccoders for Generalized Face Frontalization", IEEE Access, 12, 43530-43539, 2024.
SeokYeong Lee, Junyong Choi, Seungryong Kim, Ig-Jae Kim, and Junghyun Cho, "Few-Shot Neural Radiance Fields under Uncontrained Illumination", AAAI, 2024. 02.
Kamalakar Thakare, Debi Prosad Dogra, Heeseung Choi, Haksub Kim and Ig-Jae Kim, "Let's Observe Them Over Time: An Improved Pedestrian Attribute Recognition Approach", IEEE/CVF Winter Conference on Applications of Computer Vision, 2024. 01
Minsoo Kim, Gi Pyo Nam, Haksub Kim, Haesol Park and Ig-Jae Kim, "IG-FIQA: Improving Face Image Quality Assessment Through Intra-class Variance Guidance Robust to Inaccurate Pseudo-Labels", CoRR abs/2403.08256, 2024
Minsoo Kim, Min-Cheol Sagong, Gi Pyo Nam, Junghyun Cho and Ig-Jae Kim, "VIGFace: Virtual Identity Generation Model for Face Image Synthesis", CoRR abs/2403.08277, 2024
Yeji Choi, Kwanghoon Sohn, and Ig-Jae Kim, "Face Photo-Sketch Synthesis Via Domain-Invariant Feature Embedding", The 30th IEEE International Conference on Image Processing (ICIP 2023), 2023. 10.
Kamalakar Vijay Thakare, Debi Prosad Dogra, Heeseung Choi, Haksub Kim, and Ig-Jae Kim, "A Benchmark video dataset for rare type anomalies", Pattern Recognition, Vol. 140, 2023. 08. (link)
Junyong Choi, Seok Yeong Lee, Seung-Won Jung, Ig-Jae Kim, and Junghyun Cho, "MAIR: Multi-view Attention Inverse Rendering with 3D Spatially-Varying Lighting Estimation", IEEE Conference on Vision and Pattern Recognition (CVPR 2023), 2023. 06.
Patrick Y. K. Lee, Ning F. Ma, Ig-Jae Kim, and Dongwook Yoon, "Speculating on Risks of AI Clones to Selfhood and Relationships: Doppelganger-phobia, Identity Fragmentation, and Living Memories", Proceedings of the ACM on Human-Computer Interaction, Vol. 7, Issue CSCW1, (CSCW 2023), 2023. 04. (link)
Kamalakar Thakare, Yash Raghuwanshi, Debi Prosad Dogra, Heeseung Choi, and Ig-Jae Kim, "DyAnNet: A Scene Dynamicity Guided Self-Trained Video Anomaly Detection Network", IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2023), 2023. 01
Kamalakar Vijay Thakare, Debi Prosad Dogra, Heeseung Choi, Gi Pyo Nam, and Ig-Jae Kim, "Detection of Road Accidents Using Synthetically Generated Multi-Perspective Accident Videos", IEEE Transactions on Intelligent Transportation Systems, 2022. 11
Minsoo Kim, Gi Pyo Nam, Yu-Jin Hong, and Ig-Jae Kim, "PPL: Pairwise Prototype Learning for Masked Face Recognition", The British Machine Vision Conference (BMVC 2022), 2022. 11.
Komal Soni, Debi Prosad Dogra, Arif Ahmed Sekh, Samarjit Kar, Heeseung Choi, and Ig-Jae Kim, "Person Re-identification in Indoor Videos by Information Fusion using Graph Convolutional Networks", Expert Systems With Applications, Vol 201, 2022.
Haetsal Lee, Unsang Park, Ig-Jae Kim, and 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, and Kyung-Won Hong, "Classification of early age facial growth pattern and identification of the genetic basis in two Korean populations", Scientific Report, (2022) 12:13828, 2022.
Kamalakar Vijay Thakare, Debi Prosad Dogra, Heeseung Choi, Haksub Kim, and 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, and Ig-Jae Kim, "A Multi-Stream Deep Neural Network with Late Fuzzy Fusion for Real-World Anomaly Detection", Expert Systems With Applications, Vol 201, 2022. 09.
Jungin Park, Jiyoung Lee, Ig-Jae Kim, and Kwanghoon Sohn, "Probabilistic Representations for Video Contrastive Learning", CVPR 2022.
Yoonsik Yang, Haksub Kim, Heeseung Choi, Seungho Chae, and Ig-Jae Kim, "Scene Adaptive Online Surveillance Video Synopsis via Dynamic Tube Rearrangement using Octree", IEEE Transactions on Image Processing, 30:8318-8331, 2021.
Hyunwoo Cho, Haesol Park, Ig-Jae Kim, and Junghyun Cho, "Data Augmentation of Backscatter X-ray Images for Deep Learning-Based Automatic Cargo Inspection", Sensors, 2021.
Frances Sin, Sophie Berger, Ig-Jae Kim, and Dongwook Yoon, "Digital Social Interaction in Older Adults During the COVID-19 Pandemic", Proc. of the ACM on Human-Computer Interaction, Vol. 5, (issue CSCW2) 2021.
Hyun-Woo Cho, Haesol Park, Ig-Jae Kim, and Junghyun Cho, "Data Augmentation of Backscatter X-ray Images for Deep Learning-Based Automatic Cargo Inspection", Sensors, 2021.
Sunghun Joung, Seungryong Kim, Minsu Kim, Ig-Jae Kim, and Kwanghoon Sohn, "Learning Canonical 3D Object Representation for Fine-grained Recognition", IEEE International Conference on Computer Vision (ICCV), 2021.
Haetsal Lee, Junghyun Cho, Ig-Jae Kim and Unsang Park, "Distance-GCN for Action Recognition", The 6th Asian Conference on Pattern Recognition (ACPR), 2021. (to appear)
Je Hyeong Hong, Donghoon Kang, and Ig-Jae Kim, "A Unified Method for Robust Self-calibration of 3D Field Sensor Arrays," IEEE Transactions on Instrumentation and Measurement, PP(99):1-1 (2021)
Yeji Choi, Hyunjung Park, Gi Pyo Nam, Haksub Kim, Heeseung Choi, Junghyun Cho and Ig-Jae Kim, "K-FACE: A Large-Scale KIST Face Database in Consideration with Unconstrained Environments," CoRR abs/2103.02211 (2021)
Je Hyeong Hong, Hanjo Kim, Minsoo Kim, Gi Pyo Nam, Junghyun Cho, Hyeong-Seok Ko, and Ig-Jae Kim, "A 3D model-based approach for fitting masks to faces in the wild," CoRR abs/2103.00803, IEEE International Conference on Image Processing (ICIP) 2021 (2021)
H. Kim, S. Joung, Ig-Jae Kim, and Kwanghoon Sohn, "Prototype-guided Saliency Feature Learning for Person Search," IEEE Conference of Computer Vision and Pattern Recognition(CVPR), June. 2021.
Hochul Hwang, Cheongjae Jang, Geonwoo Park, Junghyun Cho, and Ig-Jae Kim, "ElderSim: A Synthetic Data Generation Platform for Human Action Recognition in Eldercare Applications", IEEE Access, 2021
Je Hyeong Hong, Donghoon Kang, and Ig-Jae Kim, "Robust Autocalibration of Triaxial Magnetometers," IEEE Transactions on Instrumentation and Measurement, 70: 1-12 (2021)
MyeongAh Cho, Taeoh Kim, Ig-Jae Kim, and Sangyoun Lee, Relational Deep Feature Learning for Heterogeneous Face Recognition. IEEE Transactons on Information forensics and Security (T-IFS), 16: 376-388 (2021)
Minsu Kim, Sunghun Joung, Seungryong Kim, JungIn Park, Ig-Jae Kim, and Kwanghoon Sohn, Cross-Domain Grouping and Alignment for Domain Adaptive Semantic Segmentation, AAAI Conference on Artificial Intelligence (AAAI), 2021
Young Min Kim, Sangwoo Ryu, and Ig-Jae Kim, Planar Abstraction and Inverse Rendering of 3D Indoor Environment, IEEE Transactions on Visualization and Computer Graphics, 27(6): 2992-3006 (2021)
Seungho Chae, Je Hyeong Hong, Heeseung Choi, and 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, and 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, and Kwanghoon Sohn, "Shape-Adaptive Kernel Network for Dense Object Detection", ICIP 2020.
Hyungi Lim, Heeseung Choi, Yeji Choi, and Ig-Jae Kim, Memetic algorithm for multivariate time-series segmentation in Pattern Recognition Letters, Pattern Recognition Letters, pp. 60-67, Oct., 2020.
Se A Lee, Jin Kim, Jeon Mi Lee, Yu-Jin Hong, Ig-Jae Kim, and Jong Dae Lee, "Automatic Facial Recognition System Assisted-facial Asymmetry Scale Using Facial Landmarks", Otology & Neurotology, pp. 1140-1148, Sep., 2020.
Jungin Park, Jiyoung Lee, Ig-Jae Kim, and Kwanghoon Sohn, SumGraph: Video Summarization via Recursive Graph Modeling, European Conference on Computer Vision(ECCV), Aug., 2020.
Sunghun Joung, Seungryong kim, Hanjae kim, Minsu Kim, Ig-Jae Kim, Junghyun Cho and Kwanghun Sohn, Cylindrical Convolutional Networks for Joint Object Category and Viewpoint Estimation, IEEE Conference of Computer Vision and Pattern Recognition(CVPR), June. 2020.
Yujin Hong, Sung Eun Choi, Gi Pyo Nam, Heeseung Choi, Junghyun Cho, and Ig-Jae Kim, Adaptive 3D Model-Based Facial Expression Synthesis and Pose Frontalization, Sensors 20(20): (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 BigComp (Big Data and Smart Computing) 2020, Feb. 2020.
Hae-Young Lee, Seongwon Cha, Hyo-Jeong Ban, In-Young Kim, Bo-Reum Park, Ig-Jae Kim and Kyung-won Hong, The age distribution of facial metrics in two large Korean populations, Scientific Reports, 9:14564 (2019)
Sekh Arif Ahmed, Debi P. Dogra, Samarjit Kar, Renuka Patnaik, Seung-cheol Lee, Heeseung Choi, Gi Pyo Nam, and Ig-Jae Kim, Query-Based Video Synopsis for Intelligent Traffic Monitoring Applications, IEEE Transactions on Intelligent Transportation Systems, 1-12 (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, 91: 245-260 (2019)
Arif Ahmed, Debi Prosad Dogra, Heeseung Choi, Seungho Chae, Ig-Jae Kim, Person Re-identification in Videos by Analyzing Spatio-Temporal Tubes. CoRR abs/1902.04856 (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 2019. ICB 2019: 1-15 (Ranked in 3rd place)
Gi Pyo Nam, Heeseung Choi, Junghyun Cho, and Ig-Jae Kim, PSI-CNN A Pyramid-Based Scale-Invariant CNN Architecture for Face Recognition Robust to Various Image Resolutions, Appl. Science: 8, 1561 (2018)
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 Syst. Appl. 80: 107-125 (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 Syst. Appl. 89: 66-80 (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 9(12): 294 (2017)
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 (19) 2016: 202-209
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: 97-98
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 2016: 133-149 [Chapter Book]
Jaeik Jo, Hee-seung Choi, Ig-Jae Kim, Jaihie Kim, Single-view-based 3D facial reconstruction method robust against pose variations, Pattern Recognition 48(1): 73-85 (2015)
Sungyeon Park, Hee-seung Choi, Ig-Jae Kim, Enhancing Facial Impression for Video Conference, HCI (21) 2015: 362-369
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 Syst. Appl. 41(4): 1139-1152 (2014)
Junghyun Cho, Yu-Jin Hong, Sang Chul Ahn, Ig-Jae Kim, Expression Recognition Driven Virtual Human Animation, HCI (21) 2014: 89-96
Yu-Jin Hong, Jaewon Kim, Junghyun Cho, Ig-Jae Kim, 3D Face-Aware Electronics with Low-Resolution Imaging, HCI (1) 2014: 603-610
Hee-seung Choi, Gyuchull Han, Ig-Jae Kim, Smart Booklet: Tour guide system with mobile augmented reality, ICCE 2014: 353-354
Zhongrui Li, Chao Sun, Won-Sook Lee, Ig-Jae Kim, Hair modeling using kinect sensors and DSLR cameras, URAI 2014: 22-27
Joongrock Kim, Sunjin Yu, Ig-Jae Kim, Sangyoun Lee, 3D Multi-Spectrum Sensor System with Face Recognition, Sensors 13(10): 12804-12829 (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 (25) 2013: 22-31
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 (18) 2013: 32-38
Jong-Ho Lee, Sang Chul Ahn, Hwasup Lim, Ig-Jae Kim, Jaewon Kim, Hyoung-Gon Kim, Web image-based super-resolution, ICPR 2012: 1060-1063
Jaewon Kim, Roarke Horstmeyer, Ig-Jae Kim, Ramesh Raskar, Highlighted depth-of-field photography: Shining light on focus, ACM Trans. Graph. 30(3): 24:1-24:9 (2011)
Andrea Colaco, Ig-Jae Kim, Chris Schmandt, Back Talk: An auditory environment for sociable television viewing, CCNC 2011: 352-356
Jaewoo Chung, Matt Donahoe, Chris Schmandt, Ig-Jae Kim, Pedram Razavai, Micaela Wiseman, Indoor location sensing using geo-magnetism, MobiSys 2011: 141-154
Yu-Jin Hong, Ig-Jae Kim, Sang Chul Ahn, Hyoung-Gon Kim, Mobile health monitoring system based on activity recognition using accelerometer. Simulation Modelling Practice and Theory 18(4): 446-455 (2010)
Sunjun Kim, Jaewoo Chung, Alice Oh, Chris Schmandt, Ig-Jae Kim, iLight: information flashlight on objects using handheld projector. CHI Extended Abstracts 2010: 3631-3636
Ig-Jae Kim, Introduction to augmented reality and its applications. SIGGRAPH ASIA (Courses) 2010
Injun Song, Ig-Jae Kim, Jae-In Hwang, Sang Chul Ahn, Hyoung-Gon Kim, Heedong Ko, Social network service based mobile AR. VRCAI 2010: 175-178