Jae Shin Yoon (윤재신) |
I am a Research Scientist at Adobe Research.
I received Ph.D. degree in Computer Science and Engineering at the University of Minnesota (UMN), Twin Cities, advised by Prof. Hyun Soo Park. I received MS degree in Department of Robotics from Korea Advanced Institute of Science and Technology (KAIST) under the supervision of Prof. In So Kweon. I received my bachelor degree in Electrical Engineering from Hanyang University under the supervision of Prof. Yong Ho Song. I was an exchange student at Kobe University. My general research interest lies in computer&robot vision and machine learning.
Email: jaeyoon [at] adobe.com, jsyoon4325 [at] gmail.com
CV |
Google Scholar
University Collaboration: I am open to research collaboration. Please contact me if you are interested in.
Project MotionMix (Max Sneak 2022) | Motion Dependent Appearance from a Single Camera (CVPR 2022) [Project page] | Dynamic Scenes Novel View Synthesis (CVPR 2020) |
Generative Portrait Shadow RemovalJae Shin Yoon, Zhixin Shu, Mengwei Ren, Xuaner Zhang, Yannick Hold-Geoffroy, Krishna Kumar Singh, He ZhangACM Transactions on Graphics, Vol.43(6) (TOG), SIGGRAPH Asia 2024 [PDF] [Project Page] |
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High-Fidelity Modeling of Generalizable Wrinkle DeformationJingfan Guo, Jae Shin Yoon, Shunsuke Saito, Takaaki Shiratori, Hyun Soo ParkEuropean Conference on Computer Vision (ECCV) 2024 [PDF] [Project Page] |
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COMPOSE: Comprehensive Portrait Shadow EditingAndrew Hou, Zhixin Shu, Xuaner Zhang, He Zhang, Yannick Hold-Geoffroy, Jae Shin Yoon, Xiaoming LiuEuropean Conference on Computer Vision (ECCV) 2024 [PDF] [Project Page] |
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IntrinsicDiffusion: Joint Intrinsic Layers from Latent Diffusion ModelsJundan Luo, Duygu Ceylan, Jae Shin Yoon, Nanxuan Zhao, Julien Philip, Anna Frühstück, Wenbin Li, Christian Richardt, Tuanfeng Y. WangACM SIGGRAPH 2024 [PDF] [Project Page] |
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Text2HOI: Text-guided 3D Motion Generation for Hand-Object InteractionJunuk Cha, Jihyeon Kim, { Jae Shin Yoon*, Seungryul Baek* }*indicates joint last authors IEEE Computer Vision and Pattern Recognition (CVPR) 2024 [PDF] [Project page] [Code] |
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Relightful Harmonization: Lighting-aware Portrait Background ReplacementMengwei Ren, Wei Xiong, Jae Shin Yoon, Zhixin Shu, Jianming Zhang, HyunJoon Jung, Guido Gerig, He ZhangIEEE Computer Vision and Pattern Recognition (CVPR) 2024 [PDF] [Project Page] |
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Bidirectional Temporal Diffusion Model for Temporally Consistent Human AnimationTserendorj Adiya, Jae Shin Yoon, Jungeun Lee, Sanghun Kim, Hwasup LimInternational Conference on Learning Representations (ICLR) 2024 [PDF] [Video] [Project page] |
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3D Reconstruction of Interacting Multi-Person in Clothing from a Single ImageJunuk Cha, Hansol Lee, Jaewon Kim, Bao Truong, { *Jae Shin Yoon, *Seungryul Baek }*indicates joint last authors IEEE Winter Conference on Applications of Computer Vision (WACV) 2024 [PDF] [Project Page] |
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Complete 3D Human Reconstruction from a Single Incomplete ImageJunying Wang, Jae Shin Yoon, Tuanfeng Y. Wang, Krishna Kumar Singh, and Ulrich NeumannIEEE Computer Vision and Pattern Recognition (CVPR) 2023 [PDF] [Video] [Project page] |
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Metaverse in the Wild: Modeling, Adapting, and Rendering of 3D Human Avatars from a Single CameraJae Shin YoonPhD Thesis, Computer Science and Engineering, University of Minnesota 2022 [PDF] |
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Learning Motion-Dependent Appearance for High-Fidelity Rendering of Dynamic Humans from a Single CameraJae Shin Yoon, Duygu Ceylan, Tuanfeng Y. Wang, Jingwan (Cynthia) Lu, Jimei Yang, Zhixin Shu, and Hyun Soo ParkIEEE Computer Vision and Pattern Recognition (CVPR) 2022 [PDF] [Video] [Project page] [Article] |
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HUMBI: A Large Multiview Dataset of Human Body Expressions and Benchmark ChallengeJae Shin Yoon, Zhixuan Yu, Jaesik Park, and Hyun Soo ParkIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) Journal [PDF] (Extended version of CVPR 20) [Dataset Page] |
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Pose-Guided Human Animation from a Single Image in the WildJae Shin Yoon, Lingjie Liu, Vladislav Golyanik, Kripasindhu Sarkar, Hyun Soo Park, and Christian TheobaltIEEE Computer Vision and Pattern Recognition (CVPR) 2021 [PDF] [Video] [Project page] [Code] [Poster] [5-min video] |
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Novel View Synthesis of Dynamic Scenes with Globally Coherent Depths from a Monocular CameraJae Shin Yoon, Kihwan Kim, Orazio Gallo, Hyun Soo Park, and Jan KautzIEEE Computer Vision and Pattern Recognition (CVPR) 2020 [PDF] [PDF_supple] [Video] [Video_supple] [Project Page] |
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HUMBI: A Large Multiview Dataset of Human Body Expressions{Zhixuan Yu*, Jae Shin Yoon*}, In Kyu Lee, Prashanth Venkatesh, Jaesik Park, Jihun Yu, and Hyun Soo Park*indicates joint first authors IEEE Computer Vision and Pattern Recognition (CVPR) 2020 [PDF] [Video] [Project Page] |
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Self-Supervised Adaptation of High-Fidelity Face Models for Monocular Performance TrackingJae Shin Yoon, Takaaki Shiratori, Shoou-I Yu, and Hyun Soo ParkIEEE Computer Vision and Pattern Recognition (CVPR) 2019 Oral presentation [PDF] [Supple] [Video] [Project Page] [Poster] |
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3D Semantic Trajectory Reconstruction from 3D Pixel ContinuumJae Shin Yoon, Ziwei Li, Hyun Soo ParkIEEE Computer Vision and Pattern Recognition (CVPR) 2018 [PDF] [Video] [Project Page] |
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KAIST Multi-spectral Day/Night Dataset for Autonomous and Assisted DrivingYukyung Choi, Namil Kim, Soonmin Hwang, Kibaek Park, Jae Shin Yoon, Kyounghwan An, and In So KweonTransactions on Intelligent Transportation Systems (T-ITS) [PDF] [Project Page] |
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Pixel-level Matching for Video Object Segmentation using Convolutional Neural NetworksJae Shin Yoon, Francois Rameau, Junsik Kim, Seokju Lee, Seunghak Shin, and In So KweonIEEE International Conference on Computer Vision (ICCV) 2017 [PDF] [Project Page] [Slide] [Poster] |
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VPGNet: Vanishing Point Guided Network for Lane and Road Marking Detection and RecognitionSeokju Lee, Junsik Km, Jae Shin Yoon, Seunghak Shin, Oleksandr Bailo, Namil Kim, Tae-hee Lee, Hyun Seok Hong, Seung-Hoon Han, In So KweonIEEE International Conference on Computer Vision (ICCV) 2017 [PDF] [Project Page] |
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Robust Road Marking Detection and Recognition Using Density-Based Grouping and Machine Learning TechniquesOleksandr Bailo, Seokju Lee, Francois Rameau, Jae Shin Yoon, In So KweonIEEE Winter Conference on Application and Computer Vision (WACV) 2017 [PDF] |
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Thermal-Infrared based Drivable Region DetectionJae Shin Yoon, Kibaek Park, Soonmin Hwang, Namil Kim, Yukyung Choi, Francois Rameau and In So KweonIEEE Intelligent Vehicle Symposium (IV) 2016 [PDF] [Project Page] [Dataset] |
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All-Day Visual Place Recognition: Benchmark Dataset and BaselineYukyung Choi, Namil Kim, Kibak Park, Soonmin Hwang, Jae Shin Yoon,In So KweonIEEE Computer Vision and Pattern Recognition Workshop 2015 on Visual Place Recognition in Changing Environments (CVPR-VPRICE) 2015 [PDF] [Project Page] |
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Low-Cost Synchronization for Multispectral CamerasYukyung Choi, Namil Kim, Kibak Park, Soonmin Hwang, Jae Shin Yoon, In So KweonIEEE International Conference on Ubiquitous Robots and Ambient Intelligence (URAI) 2015 [PDF] |
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Geometrical calibration of multispectral calibrationNamil Kim, Yukyung Choi, Soonmin Hwang, Kibaek Park, Jae Shin Yoon, In So KweonIEEE International Conference on Ubiquitous Robots and Ambient Intelligence [PDF] |
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Technical Report | |
Neural 3D Clothes Retargeting from a Single ImageJae Shin Yoon, Kihwan Kim, Jan Kautz, and Hyun Soo ParkTechnical Report 2021 [PDF] |