Prof. CHAN Antoni Bert
Student Theses
- 2024
Matching-based Representation Learning for Object Tracking and Segmentation with Limited Annotations
WU, Q. (Author), Chan, A. B. (Supervisor), 3 May 2024Student thesis: Doctoral Thesis
- 2023
Clustering Methods Based on Hidden Markov Model
LAN, H. (Author), Chan, A. B. (Supervisor) & Yu, D. (External Supervisor), 22 Aug 2023Student thesis: Doctoral Thesis
Active Learning under Complex Data Scenarios
ZHAN, X. (Author), Chan, A. B. (Supervisor) & Li, Q. (External Co-Supervisor), 23 Feb 2023Student thesis: Doctoral Thesis
On Robustness of Deep Learning: Adversarial Vulnerability, Distribution Shift and Training Stability
LIU, Z. (Author), Chan, A. B. (Supervisor), 6 Jan 2023Student thesis: Doctoral Thesis
- 2021
Bridging Vision and Language via Image Captioning
WANG, Q. (Author), Chan, A. B. (Supervisor), 16 Sept 2021Student thesis: Doctoral Thesis
Robust Representation Learning for Crowd Counting and Its Applications
WAN, J. (Author), Chan, A. B. (Supervisor), 23 Aug 2021Student thesis: Doctoral Thesis
Efficient Uncertainty Estimation and Model Compression in Deep Neural Networks
CUI, Y. (Author), XUE, C. J. (Supervisor), Chan, A. B. (Co-supervisor) & NUTANONG, S. (Supervisor), 11 Jun 2021Student thesis: Doctoral Thesis
Wide-Area Crowd Counting via Deep Learning Based Multi-View Fusion
ZHANG, Q. (Author), Chan, A. B. (Supervisor), 26 Feb 2021Student thesis: Doctoral Thesis
- 2020
Hand Disambiguation in the Egocentric Perspective
CRUZ GOMEZ, S. R. (Author), Chan, A. B. (Supervisor), 29 Sept 2020Student thesis: Doctoral Thesis
Image/Video Restoration and Object Tracking in Outdoor Environments
REN, W. (Author), Chan, A. B. (Supervisor) & Tang, Y. (External Supervisor), 30 Jan 2020Student thesis: Doctoral Thesis
Learning Model Updates for Visual Tracking
YANG, T. (Author), Chan, A. B. (Supervisor), 30 Jan 2020Student thesis: Doctoral Thesis
- 2019
Deep Neural Network Based Crowd Density Estimation for Counting, Detection and Tracking
KANG, D. (Author), Chan, A. B. (Supervisor), 11 Jun 2019Student thesis: Doctoral Thesis
- 2018
Approximate Inference Using Simplification of Gaussian Mixture Models
YU, L. (Author), CHAN, A. B. (Supervisor), 11 Dec 2018Student thesis: Doctoral Thesis
Computational Design: Attention-Driven Web Design and Structural Packaging Design
PANG, X. (Author), LAU, R. W. H. (Supervisor) & CHAN, A. B. (Co-supervisor), 11 Dec 2018Student thesis: Doctoral Thesis
Neural Network Based Approaches for Multi-Granularity Natural Language Understanding
MA, Y. (Author), LI, Q. (Supervisor) & CHAN, A. B. (Co-supervisor), 1 Aug 2018Student thesis: Doctoral Thesis
- 2016
Human Pose Estimation with Deep Neural Network
LI, S. (Author), CHAN, A. B. (Supervisor) & LIU, Z.-Q. (Supervisor), 11 Jul 2016Student thesis: Doctoral Thesis
Data-driven Methods for Capturing and Replicating Artistic Styles in Graphical Design
PHAN, Q. H. (Author), FU, H. (Supervisor) & CHAN, A. B. (Supervisor), 3 May 2016Student thesis: Doctoral Thesis
Understanding Crowded Scenes: Line Counting and Small Instance Detection
MA, Z. (Author), CHAN, A. B. (Supervisor), 21 Apr 2016Student thesis: Doctoral Thesis
- 2015
Unsupervised Approaches for 3D Human Pose Tracking in Multi-view RGB and Single-view Depth Videos
ZHANG, W. (Author), CHAN, A. B. (Supervisor), 5 Nov 2015Student thesis: Doctoral Thesis
Data-driven manga layout and composition: models and methods
CAO, Y. (Author), CHAN, A. B. (Supervisor) & LAU, R. W. H. (Co-supervisor), 16 Feb 2015Student thesis: Doctoral Thesis
