I am a second-year CSE Ph.D. student at the University of Michigan, advised by Prof. David Fouhey. I was previously a Master student in Robotics. Before that, I received my B.S.E. degrees in Computer Science at UM and Mechanical Engineering at Shanghai Jiao Tong University through a dual degree program at UM-SJTU Joint Institute.
I was honored to collaborate with Prof. Andrew Owens during my master's studies; and with Prof. Dmitry Berenson during my undergraduate studies.
[Github] [CV] [Google Scholar]
- [2023/03] Perspective Fields for Single Image Camera Calibration is selected as a highlight!
- [2023/02] Two papers are accepted at CVPR 2023!
- [2022/12] We release our latest work on single image camera calibration!
- [2022/07] "PlaneFormers: From Sparse View Planes to 3D Reconstruction" is accepted at ECCV 2022!
- [2022/06] I passed Prelim.
Linyi Jin,
Jianming Zhang,
Yannick Hold-Geoffroy,
Oliver Wang,
Kevin Matzen,
Matthew Sticha,
David Fouhey,
Perspective Fields for Single Image Camera Calibration.
CVPR 2023 (Highlight -- 2.5% accept rate)
[Project Page]
[Paper (arXiv)]
[Bibtex]
Nilesh Kulkarni,
Linyi Jin,
Justin Johnson,
David Fouhey,
Learning to Predict Scene-Level Implicit 3D from Posed RGBD Data.
CVPR 2023
Samir Agarwala,
Linyi Jin,
Chris Rockwell,
David Fouhey
PlaneFormers: From Sparse View Planes to 3D Reconstruction.
ECCV 2022
[Project Page]
[Paper]
[Bibtex]
Shengyi Qian,
Linyi Jin,
Chris Rockwell,
Siyi Chen,
David Fouhey
Understanding 3D Object Articulation in Internet Videos.
CVPR 2022
[Project Page]
[Paper]
[Bibtex]
Linyi Jin, Shengyi Qian,
Andrew Owens,
David Fouhey
Planar Surface Reconstruction from Sparse Views
ICCV 2021 (Oral)
[Project Page]
[Paper]
[Code]
[ICCV Talk]
[Poster]
[Slides]
[Bibtex]
Shengyi Qian*, Linyi Jin*, David Fouhey
Associative3D: Volumetric Reconstruction from Sparse Views
European Conference on Computer Vision
ECCV 2020
[Project Page]
[Paper]
[Code]
[ECCV Talk]
[Slides]
[Bibtex]
Invited presentation at ECCV 2020 Workshop Holistic Scene Structures for 3D Vision.
Andrew Price*, Linyi Jin*, Dmitry Berenson
Inferring Occluded Geometry Improves Performance when Retrieving an Object from Dense Clutter
International Symposium on Robotics Research
ISRR 2019
[arXiv]
[Project Page]
[Bibtex]
- I was a teaching assistant of EECS442 Computer Vision, 2019 Winter by Prof. David Fouhey.
- I have many genius friends and this Link will redirect you to one of them.
EECS498 Conversation AI
Advisor: Prof. Jason Mars.
Research in Real-Time Computing Lab (RTCL)
Advisor: Prof. Kang Shin.
EECS467 Automous Robotics
Advisor: Prof. Benjamin Kuipers.
EECS467 Automous Robotics
Advisor: Prof. Benjamin Kuipers.
VG100 Intro to Engineering
Advisor: Prof. Yanfeng Shen
ME350 Design & Manufacturing II.
ME250 Design & Manufacturing I.