Qimin Chen

I am a Research Assistant in Computer Science department at UC San Diego, advised by Prof. David J. Kriegman.

I received my M.S. degree in Computational Science from UC San Diego, where I worked at Center for Visual Computing Lab advised by Prof. David J. Kriegman. I also worked at Machine Learning, Perception, and Cognition Lab (mlPC) advised by Prof. Zhuowen Tu. Before that, I received my B.S degree in Computer Science and Technology from Fuzhou University.

qic003 at ucsd dot edu  /  CV  /  LinkedIn  /  Google Scholar  /  Github

I will start my PhD studying at Simon Fraser University under the supervision of Prof. Hao (Richard) Zhang.

I am also doing my summer research internship at the Brown Visual Computing group under Prof. Srinath Sridhar on 6-DoF Camera Localization problem.
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Research

My research interest mainly focuses on Computer Vision/Graphics, especially geometric modeling as well as generative model for 3D shape and scene understanding and reconstruction. I am also interested in object detection and segmentation.

Publications

Topology-Aware Single-Image 3D Shape Reconstruction
Qimin Chen, Vincent Nguyen, Feng Han, Raimondas Kiveris, Zhuowen Tu
CVPR Workshop on Learning 3D Generative Models (CVPRW), 2020
pdf / poster / bibtex

Composing volumetric-based generative model with topology-awareness auto-encoder allows them to learn high-level topological properties such as genus and connectivity for 3D shape reconstruction.

Teaching


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