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