Prof. HOU Junhui (侯軍輝)
Student Theses
- 2025
Enhancing 3D Perception for Autonomous Driving From Robustness and Representation
ZHANG, Y. (Author), HOU, J. (Supervisor) & Yuan, Y. (External Co-Supervisor), 23 Jan 2025Student thesis: Doctoral Thesis
- 2024
Enhancing Light Field Imaging: From Scene to Sensor
LYU, X. (Author), HOU, J. (Supervisor), 28 Aug 2024Student thesis: Doctoral Thesis
Empowering Deep Geometric Modeling of 3D Point Clouds: from Representation Structure to Learning Mechanism
ZHANG, Q. (Author), HOU, J. (Supervisor), 9 Aug 2024Student thesis: Doctoral Thesis
Geometry-Aware Deep Modeling of Dynamic 3D Point Cloud Sequences
ZENG, Y. (Author), HOU, J. (Supervisor), 20 Feb 2024Student thesis: Doctoral Thesis
- 2023
Adaptive Representation Learning in Unsupervised Deep Graph Clustering
PENG, Z. (Author), HOU, J. (Supervisor), 4 Sept 2023Student thesis: Doctoral Thesis
Learning-based High-quality Hyperspectral Images Reconstruction
ZHU, Z. (Author), HOU, J. (Supervisor), 12 Jul 2023Student thesis: Doctoral Thesis
Task-extendable Deep Learning Frameworks for Densely-sampled Light Field Reconstruction
GUO, M. (Author), HOU, J. (Supervisor), 12 Jul 2023Student thesis: Doctoral Thesis
- 2022
Image and Text Representation Learning based on Deep Neural Networks
ZENG, C. (Author), KWONG, T. W. S. (Supervisor) & HOU, J. (Co-supervisor), 19 Oct 2022Student thesis: Doctoral Thesis
- 2021
Interpretable Deep Learning Frameworks for 3D Point Cloud Sampling
QIAN, Y. (Author), KWONG, T. W. S. (Supervisor) & HOU, J. (Co-supervisor), 23 Nov 2021Student thesis: Doctoral Thesis
Learning to Reconstruct High-quality 4D Light Fields
JIN, J. (Author), HOU, J. (Supervisor) & KWONG, T. W. S. (Co-supervisor), 4 Nov 2021Student thesis: Doctoral Thesis
- 2020
Semi-supervised Learning for Hyperspectral Image Classification
YANG, S. (Author), NGO, C. W. (Supervisor) & HOU, J. (Supervisor), 14 Aug 2020Student thesis: Doctoral Thesis
