Dan Zeng 曾丹, PhD.
Research Assistant Professor (副研究员), Postgraduate Supervisor (硕导)
Department of Computer Science and Engineering, Southern University of Science and Technology (SUSTech).
Address: Room 548, South Tower, College of Engineering, SUSTech, Shenzhen, Guangdong Province, China.
Email: zengd[at]sustech[dot]edu[dot]cn
Biography
News
| 2023 Oct. | One paper has been accepted by TPAMI! congrats to Zhongxi Qiu! |
| 2023 July | One paper has been accepted by ACM MM2023! congrats to Shanchuan Hong! |
| 2023 July | One paper has been accepted by ICCV2023! congrats to Shuiwang Li! |
| 2023 June | One paper has been accepted by IET Image Processing! |
| 2023 June | One paper has been accepted by Intelligent Data Analysis! congrats to Gaoli Sang! |
| 2023 April | One paper has been accepted by IJCAI2023! congrats to Zelin Li! |
| 2023 March | One paper has been accepted by ICME2023! congrats to Shuiwang Li! |
| 2022 Sept. | One paper has been accepted by ACML2022! congrats to Shuiwang Li! |
| 2022 Sept. 8 | My research project has been funded by the Youth Program of NSFC :) |
| 2022 Sept. | One paper has been accepted by Neurocomputing! congrats to Jiansheng Fang! |
| 2022 March | One paper has been accepted by ICME2022! congrats to Shuiwang Li! |
| 2022 March | One paper has been accepted by CVPR2022! |
Projects
Publications
Rethinking Dual-Stream Super-Resolution Semantic Learning in Medical Image Segmentation.
IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 10.1109/TPAMI.2023.3322735, 2023-10.[PDF]
Adaptive and Background-Aware Vision Transformer for Real-Time UAV Tracking.
ICCV 2023-10 #Corresponding author.(Paris, France)[PDF]
Towards Discriminative Representations with Contrastive Instances for Real-Time UAV Tracking.
ICME 2023-07 (Brisbane, Australia)[PDF]
Cascaded Face Super-Resolution with Shape and Identity Priors.
IET Image Processing 2023-06. [PDF]
Robust Partial Face Recognition using Multi-label Attributes.
Intelligent Data Analysis 2023-06. [PDF]
Face2Exp: Combating Data Biases for Facial Expression Recognition.
CVPR 2022-06 (New Orleans, USA)[Paper] [Poster] [OverviewSlide] [Video]
Rank-based filter pruning for real-time UAV tracking.
ICME(Oral) 2022-07 *Equally contributed.(Taipei, Taiwan, China)[PDF]
SuperVessel: Segmenting High-resolution Vessel from Low-resolution Retinal Image.
PRCV 2022-10 (Shenzhen, China).[PDF]
Combating Spatial Redundancy with Spectral Norm Attention in Convolutional Learners.
Neurocomputing 2022-10.[PDF]
Effciency and Precision Trade-offs in UAV Tracking with Filter Pruning and Dynamic Channel Weighting.
FSDM 2022-11 *Equally contributed. (Xiamen, China).[PDF]
Learning Disentangled Representation in Pruning for real-time UAV Tracking.
ACML 2022-12 (Hyderabad, India).[PDF]
Combating Ambiguity for hash-code Learning in Medical Instance Retrieval.
IEEE Journal of Biomedical and Health Informatics 2021-05 [PDF]
Occlusion Invariant Face Recognition Using Simultaneous Segmentation.
IET Biometrics 2021-04 [PDF]
A survey of face recognition techniques under occlusion.
IET Biometrics 2021-04 [PDF]
Joint Face Alignment and 3D Face Reconstruction with Application to Face Recognition.
IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI, Impact Factor=17.861) 2020-03[PDF]
Combined training strategy for low-resolution face recognition with limited application specific data.
IET Image Processing 2019-08 [PDF]
Likelihood Ratio based Loss to finetune CNNs for Very Low Resolution Face Verification.
ICB(Oral) 2019-06 [PDF]
Disentangling Features in 3D Face Shapes for Joint Face Reconstruction and Recognition.
CVPR 2018-06 [PDF]
On 3D face reconstruction via cascaded regression in shape space.
Frontiers of Information Technology & Electronic Engineering 2018-02 [PDF]
Examplar Coherent 3D Face Reconstruction from Forensic Mugshot Database.
Image and Vision Computing 2017-02 [PDF]
Joint Face Alignment and 3D Face Reconstruction.
ECCV 2016-10 [PDF]
Towards resolution invariant face recognition in uncontrolled scenarios.
ICB 2016-06 [PDF]
A Novel Approach to Mugshot Based Arbitrary View Face Recognition.
Journal of the Optical Society of Korea 2016-04 [PDF]
Example based 3D Face Reconstruction from Uncalibrated Frontal and Profile Images.
ICB 2015-05 [PDF]
Education
| 2018/9 - 2020/9 | University of Twente, The Netherlands |
| Post-doc Research Fellow with the Department of Electrical Engineering, Mathematics and Computer Science | |
| 2016/10 - 2017/10 | University of Twente, The Netherlands |
| Visiting Researcher with the Department of Electrical Engineering, Mathematics and Computer Science | |
| 2014/9 - 2018/6 | College of Computer Science, Sichuan University, P. R. China |
| Ph.D. in Computer Science and Technology | |
| 2012/9-2014/6 | College of Computer Science, Sichuan University, P. R. China |
| Postgraduate in Computer Science and Technology | |
| 2009/9-2013/6 | College of Computer Science, Sichuan University, P. R. China |
| B.E. in Computer Science and Technology |
Academic Service
Awards and Honors
| 2015-2016 | National Scholarship, Ministry of Education of China |
| 2014-2018 | Graduate Students Representatives of Sichuan University |
| 2015-2016 | Excellent PhD of Sichuan University |
| 2015-2016 | Outstanding graduate student cadres of Sichuan University |
| 2014-2015 | Excellent PhD of Sichuan University |
| 2014-2015 | Outstanding graduate student cadres of Sichuan University |
| 2011-2012 | National Scholarship for Encouragement, Ministry of Education of China |