Minjun Kang

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About me

I am a Ph.D. student co-advised by Prof. Kuk-Jin Yoon and Prof. In So Kweon. I obtained my B.S. from Yonsei University (2019) and M.S. from KAIST (2021). 

Previously, My research focused on low-level vision including facial / scene 3D reconstruction using a single image from dual-pixel. Recently, I have been working on 4D motion understanding of humans and making photorealistic avatars. Ultimately, my long-term goal is to create a realistic virtual AI character that can interact together with people.

Education

Publication

Stable Surface Regularization for Fast Few-Shot NeRF
Byeongin Joung, Byeong-Uk Lee, Jaesung Choe, Ukcheol Shin, Minjun Kang, Taeyeop Lee, In So Kweon, and Kuk-Jin Yoon
International Conference on 3D Vision (3DV), 2024.
[Paper]

Facial Depth and Normal Estimation using Single Dual-Pixel Camera
Minjun Kang, Jaesung Choe, Hyowon Ha, Hae-Gon Jeon, Sunghoon Im, In So Kweon, and Kuk-Jin Yoon
European Conference on Computer Vision (ECCV), 2022.
[Paper] [Code] [Video] [Slide]

@inproceedings{kang2022facial,

  title={Facial depth and normal estimation using single dual-pixel camera},

  author={Kang, Minjun and Choe, Jaesung and Ha, Hyowon and Jeon, Hae-Gon and Im, Sunghoon and Kweon, In So and Yoon, Kuk-Jin},

  booktitle={European Conference on Computer Vision},

  pages={181--200},

  year={2022},

  organization={Springer}

}

CMSNet: Deep Color and Monochrome Stereo
Hae-Gon Jeon, Sunghoon Im, Jaesung Choe,  Minjun Kang, Joon-Young Lee, and Martial Hebert
International Journal of Computer Vision (IJCV), 2022.
[Paper]

@article{jeon2022cmsnet,

  title={CMSNet: Deep Color and Monochrome Stereo},

  author={Jeon, Hae-Gon and Im, Sunghoon and Choe, Jaesung and Kang, Minjun and Lee, Joon-Young and Hebert, Martial},

  journal={International Journal of Computer Vision},

  volume={130},

  number={3},

  pages={652--668},

  year={2022},

  publisher={Springer}

}

Volumefusion: Deep depth fusion for 3d scene reconstruction  
Jaesung Choe, Sunghoon Im, Francois Rameau,  Minjun Kang, and In So Kweon
IEEE International Conference on Computer Vision (ICCV), 2021.
[Paper] [Video] [Slide]

@inproceedings{choe2021volumefusion,

  title={Volumefusion: Deep depth fusion for 3d scene reconstruction},

  author={Choe, Jaesung and Im, Sunghoon and Rameau, Francois and Kang, Minjun and Kweon, In So},

  booktitle={Proceedings of the IEEE/CVF International Conference on Computer Vision},

  pages={16086--16095},

  year={2021}

}

Activities