Complete 3D Human Reconstruction from a Single Incomplete Image

Junying Wang, Jae Shin Yoon, Tuanfeng Y. Wang, Krishna Kumar Singh, and Ulrich Neumann
IEEE Computer Vision and Pattern Recognition (CVPR) 2023
[PDF] [Video] [Project page] [BibTeX]

@inproceedings{wang2023completehuman,
  title={Complete 3D Human Reconstruction from a Single Incomplete Image},
  author={Wang, Junying and Yoon, Jae Shin and Wang, Tuanfeng Y. and Singh, Krishna Kumar and Neumann, Ulrich },
  booktitle={CVPR},
  year={2023}
}

Metaverse in the Wild: Modeling, Adapting, and Rendering of 3D Human Avatars from a Single Camera

Jae Shin Yoon
PhD Thesis, Computer Science and Engineering, University of Minnesota 2022
[PDF]

Learning Motion-Dependent Appearance for High-Fidelity Rendering of Dynamic Humans from a Single Camera

Jae Shin Yoon, Duygu Ceylan, Tuanfeng Y. Wang, Jingwan (Cynthia) Lu, Jimei Yang, Zhixin Shu, and Hyun Soo Park
IEEE Computer Vision and Pattern Recognition (CVPR) 2022
[PDF] [Video] [Project page] [Article] [BibTeX]

@inproceedings{yoon2022motion,
  title={Learning Motion-Dependent Appearance for High-Fidelity Rendering of Dynamic Humans from a Single Camera},
  author={Yoon, Jae Shin and Ceylan, Duygu and  Wang, Tuanfeng Y. and  Lu, Jingwan and  Yang, Jimei  and Shu, Zhixin and Park, Hyun Soo},
  booktitle={CVPR},
  year={2022}
}

HUMBI: A Large Multiview Dataset of Human Body Expressions and Benchmark Challenge

Jae Shin Yoon, Zhixuan Yu, Jaesik Park, and Hyun Soo Park
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) Journal
[PDF] (Extended version of CVPR 20) [Dataset Page] [BibTeX]

@article{yoon2021humbi,
  title={HUMBI: A Large Multiview Dataset of Human Body Expressions and Benchmark Challenge},
  author={Yoon, Jae Shin and Yu, Zhixuan and Park, Jaesik and Park, Hyun Soo},
  journal={TPAMI},
  year={2021}
}

Pose-Guided Human Animation from a Single Image in the Wild

Jae Shin Yoon, Lingjie Liu, Vladislav Golyanik, Kripasindhu Sarkar, Hyun Soo Park, and Christian Theobalt
IEEE Computer Vision and Pattern Recognition (CVPR) 2021
[PDF] [Video] [Project page] [Code] [Poster] [5-min video] [BibTeX]

@inproceedings{yoon2020humanani,
  title={Pose-Guided Human Animation from a Single Image in the Wild},
  author={Yoon, Jae Shin and Liu, Lingjie and Golyanik, Vladislav and Sarkar, Kripasindhu and Park, Hyun Soo and Theobalt, Christian},
  booktitle={CVPR},
  year={2021}
}

Novel View Synthesis of Dynamic Scenes with Globally Coherent Depths from a Monocular Camera

Jae Shin Yoon, Kihwan Kim, Orazio Gallo, Hyun Soo Park, and Jan Kautz
IEEE Computer Vision and Pattern Recognition (CVPR) 2020
[PDF] [PDF_supple] [Video] [Video_supple] [Project Page] [BibTeX]

@inproceedings{yoon2020dynamic,
  title={Novel View Synthesis of Dynamic Scenes with Globally Coherent Depths from a Monocular Camera},
  author={Yoon, Jae Shin and Kim, Kihwan and Gallo, Orazio and Park, Hyun Soo and Kautz, Jan},
  booktitle={The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
  month={June},
 year={2020}
}

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 author
IEEE Computer Vision and Pattern Recognition (CVPR) 2020
[PDF] [Video] [Project Page] [BibTeX]

@inproceedings{yu2020humbi,
  title={HUMBI: A Large Multiview Dataset of Human Body Expression},
  author={Yu, Zhixuan and Yoon, Jae Shin and Lee, In Kyu and Venkatesh, Prashanth and Park, Jaesik and Yu, Jihun and Park, Hyun Soo},
  booktitle={The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
  month={June},
  year={2020}
}

Self-Supervised Adaptation of High-Fidelity Face Models for Monocular Performance Tracking

Jae Shin Yoon, Takaaki Shiratori, Shoou-I Yu, and Hyun Soo Park
IEEE Computer Vision and Pattern Recognition (CVPR) 2019 Oral presentation
[PDF] [Supple] [Video] [Project Page] [Poster] [BibTeX]

@InProceedings{Yoon_2019_CVPR,
author = {Yoon, Jae Shin and Shiratori, Takaaki and Yu, Shoou-I and Park, Hyun Soo},
title = {Self-Supervised Adaptation of High-Fidelity Face Models for Monocular Performance Tracking},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}

3D Semantic Trajectory Reconstruction from 3D Pixel Continuum

Jae Shin Yoon, Ziwei Li, Hyun Soo Park
IEEE Computer Vision and Pattern Recognition (CVPR) 2018
[PDF] [Video] [Project Page] [BibTeX]

@inproceedings{yoon20173d,
  title={3D Semantic Trajectory Reconstruction from 3D Pixel Continuum},
  author={Yoon, Jae Shin and Li, Ziwei and Park, Hyun Soo},
  journal={CVPR},
  year={2017}
}

KAIST Multi-spectral Day/Night Dataset for Autonomous and Assisted Driving

Yukyung Choi, Namil Kim, Soonmin Hwang, Kibaek Park, Jae Shin Yoon, Kyounghwan An, and In So Kweon
Transactions on Intelligent Transportation Systems (T-ITS)
[PDF] [Project Page] [BibTeX]

@article{YKChoi,
author={Yukyung Choi, Namil Kim, Soonmin Hwang, Kibaek Park, Jae Shin Yoon, Kyounghwan An, In So Kweon}, 
booktitle={IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS (TITS)}, 
title={KAIST Multi-spectral Day/Night Dataset for Autonomous and Assisted Driving}, 
year={2018}, 
}

Pixel-level Matching for Video Object Segmentation using Convolutional Neural Networks

Jae Shin Yoon, Francois Rameau, Junsik Kim, Seokju Lee, Seunghak Shin, and In So Kweon
IEEE International Conference on Computer Vision (ICCV) 2017
[PDF] [Project Page] [Slide] [Poster] [BibTeX]

@inproceedings{shin2017pixel,
  title={Pixel-Level Matching for Video Object Segmentation Using Convolutional Neural Networks},
  author={Shin Yoon, Jae and Rameau, Francois and Kim, Junsik and Lee, Seokju and Shin, Seunghak and So Kweon, In},
  booktitle={Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
  pages={2167--2176},
  year={2017}
}

VPGNet: Vanishing Point Guided Network for Lane and Road Marking Detection and Recognition

Seokju Lee, Junsik Km, Jae Shin Yoon, Seunghak Shin, Oleksandr Bailo, Namil Kim, Tae-hee Lee, Hyun Seok Hong, Seung-Hoon Han, In So Kweon
IEEE International Conference on Computer Vision (ICCV) 2017
[PDF] [Project Page] [BibTeX]

@inproceedings{lee2017vpgnet,
  title={VPGNet: Vanishing Point Guided Network for Lane and Road Marking Detection and Recognition},
  author={Lee, Seokju and Kim, Junsik and Shin Yoon, Jae and Shin, Seunghak and Bailo, Oleksandr and Kim, Namil and Lee, Tae-Hee and Seok Hong, Hyun and Han, Seung-Hoon and So Kweon, In},
  booktitle={Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
  pages={1947--1955},
  year={2017}
}

Robust Road Marking Detection and Recognition Using Density-Based Grouping and Machine Learning Techniques

Oleksandr Bailo, Seokju Lee, Francois Rameau, Jae Shin Yoon, In So Kweon
IEEE Winter Conference on Application and Computer Vision (WACV) 2017
[PDF] [BibTeX]

@inproceedings{bailo2017robust,
  title={Robust Road Marking Detection and Recognition Using Density-Based Grouping and Machine Learning Techniques},
  author={Bailo, Oleksandr and Lee, Seokju and Rameau, Francois and Yoon, Jae Shin and Kweon, In So},
  booktitle={Applications of Computer Vision (WACV), 2017 IEEE Winter Conference on},
  pages={760--768},
  year={2017},
  organization={IEEE}
}

Thermal-Infrared based Drivable Region Detection

Jae Shin Yoon, Kibaek Park, Soonmin Hwang, Namil Kim, Yukyung Choi, Francois Rameau and In So Kweon
IEEE Intelligent Vehicle Symposium (IV) 2016
[PDF] [Project Page] [Dataset] [BibTeX]

@inproceedings{yoon2016thermal,
  title={Thermal-infrared based drivable region detection},
  author={Yoon, Jae Shin and Park, Kibaek and Hwang, Soonmin and Kim, Namil and Choi, Yukyung and Rameau, Francois and so Kweon, In},
  booktitle={Intelligent Vehicles Symposium (IV), 2016 IEEE},
  pages={978--985},
  year={2016},
  organization={IEEE}
}

All-Day Visual Place Recognition: Benchmark Dataset and Baseline

Yukyung Choi, Namil Kim, Kibak Park, Soonmin Hwang, Jae Shin Yoon,In So Kweon
IEEE Computer Vision and Pattern Recognition Workshop 2015 on Visual Place Recognition in Changing Environments (CVPR-VPRICE) 2015
[PDF] [Project Page] [BibTeX]

@inproceedings{choi2015all,
  title={All-day visual place recognition: Benchmark dataset and baseline},
  author={Choi, Yukyung and Kim, Namil and Park, Kibak and Hwang, Soonmin and Yoon, J and Kweon, I},
  booktitle={IEEE International Conference on Computer Vision and Pattern Recognition Workshops (CVPRWVPRICE)},
  pages={8--10},
  year={2015}
}

Low-Cost Synchronization for Multispectral Cameras

Yukyung Choi, Namil Kim, Kibak Park, Soonmin Hwang, Jae Shin Yoon, In So Kweon
IEEE International Conference on Ubiquitous Robots and Ambient Intelligence (URAI) 2015
[PDF] [BibTeX]

@inproceedings{hwang2015low,
  title={Low-Cost Synchronization for Multispectral Cameras},
  author={Hwang, Soonmin and Choi, Yukyung and Kim, Namil and Park, Kibaek and Yoon, Jae Shin and Kweon, In So},
  booktitle={Ubiquitous Robots and Ambient Intelligence (URAI), 2015 12th International Conference on},
  pages={435--436},
  year={2015},
  organization={IEEE}
}

Geometrical calibration of multispectral calibration

Namil Kim, Yukyung Choi, Soonmin Hwang, Kibaek Park, Jae Shin Yoon, In So Kweon
IEEE International Conference on Ubiquitous Robots and Ambient Intelligence
[PDF] [BibTeX]

@inproceedings{kim2015geometrical,
  title={Geometrical calibration of multispectral calibration},
  author={Kim, Namil and Choi, Yukyung and Hwang, Soonmin and Park, Kibaek and Yoon, Jae Shin and Kweon, In So},
  booktitle={Ubiquitous Robots and Ambient Intelligence (URAI), 2015 12th International Conference on},
  pages={384--385},
  year={2015},
  organization={IEEE}
}

Neural 3D Clothes Retargeting from a Single Image

Jae Shin Yoon, Kihwan Kim, Jan Kautz, and Hyun Soo Park
Technical Report 2021
[PDF] [BibTeX]

@article{yoon2021neural,
  title={Neural 3D Clothes Retargeting from a Single Image},
  author={Yoon, Jae Shin and Kim, Kihwan and Kautz, Jan and Park, Hyun Soo},
  journal={arXiv preprint arXiv:2102.00062},
  year={2021}
}