Prof. HOU Junhui (侯軍輝)
Student Theses
- 2024
Enhancing Light Field Imaging: From Scene to Sensor
Author: LYU, X., 28 Aug 2024Supervisor: HOU, J. (Supervisor)
Student thesis: Doctoral Thesis
Empowering Deep Geometric Modeling of 3D Point Clouds: from Representation Structure to Learning Mechanism
Author: ZHANG, Q., 9 Aug 2024Supervisor: HOU, J. (Supervisor)
Student thesis: Doctoral Thesis
Geometry-Aware Deep Modeling of Dynamic 3D Point Cloud Sequences
Author: ZENG, Y., 20 Feb 2024Supervisor: HOU, J. (Supervisor)
Student thesis: Doctoral Thesis
- 2023
Adaptive Representation Learning in Unsupervised Deep Graph Clustering
Author: PENG, Z., 4 Sept 2023Supervisor: HOU, J. (Supervisor)
Student thesis: Doctoral Thesis
Learning-based High-quality Hyperspectral Images Reconstruction
Author: ZHU, Z., 12 Jul 2023Supervisor: HOU, J. (Supervisor)
Student thesis: Doctoral Thesis
Task-extendable Deep Learning Frameworks for Densely-sampled Light Field Reconstruction
Author: GUO, M., 12 Jul 2023Supervisor: HOU, J. (Supervisor)
Student thesis: Doctoral Thesis
- 2022
Image and Text Representation Learning based on Deep Neural Networks
Author: ZENG, C., 19 Oct 2022Supervisor: KWONG, T. W. S. (Supervisor) & HOU, J. (Co-supervisor)
Student thesis: Doctoral Thesis
- 2021
Interpretable Deep Learning Frameworks for 3D Point Cloud Sampling
Author: QIAN, Y., 23 Nov 2021Supervisor: KWONG, T. W. S. (Supervisor) & HOU, J. (Co-supervisor)
Student thesis: Doctoral Thesis
Learning to Reconstruct High-quality 4D Light Fields
Author: JIN, J., 4 Nov 2021Supervisor: HOU, J. (Supervisor) & KWONG, T. W. S. (Co-supervisor)
Student thesis: Doctoral Thesis
- 2020
Semi-supervised Learning for Hyperspectral Image Classification
Author: YANG, S., 14 Aug 2020Supervisor: NGO, C. W. (Supervisor) & HOU, J. (Supervisor)
Student thesis: Doctoral Thesis
