| Name: | Ji Hou (侯骥） |
|---|---|
| Position: | Ph.D Candidate |
| E-Mail: | ji.hou@tum.de |
| Phone: | +49-89-289-19595 |
| Room No: | 02.13.35 |
Bio
I'm a first-year Ph.D Candidate at the Visual Computing Lab headed by Prof. Matthias Nießner. I received my Master's degree in Computer Science in RWTH Aachen University. Currently, my research focus on 3D Scene Understanding.Research Interest
- Computer Vision and Deep Learning
- 3D Scene Understanding
- Conditional Generative Models
Publications
2019
| 3D-SIC: 3D Semantic Instance Completion for RGB-D Scans |
|---|
| Ji Hou, Angela Dai, Matthias Nießner |
| arXiv 2019 |
| This paper introduces the task of semantic instance completion: from an incomplete, RGB-D scan of a scene, we detect the individual object instances comprising the scene and jointly infer their complete object geometry. |
| [bibtex][project page] |
| 3D-SIS: 3D Semantic Instance Segmentation of RGB-D Scans |
|---|
| Ji Hou, Angela Dai, Matthias Nießner |
| CVPR 2019 (Oral) |
| We introduce 3D-SIS, a novel neural network architecture for 3D semantic instance segmentation in commodity RGB-D scans. |
| [video][code][bibtex][project page] |