Research output per year
Research output per year
Personal profile
Biography
Yunzhong Hou is a research fellow at the Australian National University, working with Prof. Tom Gedeon and Dr. Liang Zheng. Before that, he studied as a PhD student under the supervision of Dr. Liang Zheng, Prof. Stephen Gould, and Prof. Hongdong Li at the Australian National University. He received his bachelor’s degree in electronic engineering from Tsinghua University in 2018. He serves as a conference reviewer for CVPR, ICCV, ACM MM, IJCAI, etc; and a journal reviewer for TPAMI, TIP, TMM, TCSVT, etc.
His current research interest lies in computer vision and deep learning. More specifically, it includes multiview detection and tracking, active vision, and efficient AI.
Qualifications
PhD
Research Interests
multi-view detection; sensor optimization; smart vision
Education/Academic qualification
Computer Science, PhD, The Australian National University
6 Mar 2019 → 12 Dec 2023
Award Date: 12 Dec 2023
Electronic Engineering, Bachelor
1 Sept 2014 → 1 Jul 2018
Award Date: 1 Jul 2018
Research student supervision
- Registered to supervise
Fingerprint
Dive into the research topics where Yunzhong Hou is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
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Multiview Detection with Feature Perspective Transformation
Hou, Y., Zheng, L. & Gould, S., 2020, Computer Vision – ECCV 2020 - 16th European Conference, 2020, Proceedings. Vedaldi, A., Bischof, H., Brox, T. & Frahm, J-M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 1-18 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12352 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access43 Citations (Scopus) -
Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)
Hou, Y. & Zheng, L., 17 Oct 2021, MM 2021 - Proceedings of the 29th ACM International Conference on Multimedia. Association for Computing Machinery, Inc, p. 1673-1682 10 p. (MM 2021 - Proceedings of the 29th ACM International Conference on Multimedia).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access23 Citations (Scopus) -
Learning to structure an image with few colors
Hou, Y., Zheng, L. & Gould, S., 2020, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 10113-10122 10 p., 9157773.Research output: Contribution to journal › Conference article › peer-review
Open Access7 Citations (Scopus)
Projects
- 1 Finished
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Machine learning study of socioeconomic impact of water reforms in Murray-Darling Basin
1/06/24 → 31/07/24
Project: Research