Tao Han

Master Student at Northwestern Polytechnic University

hantao10200@mail.nwpu.edu.cn

[CV]

About Me

I am currently a research assistant at Shanghai Artificial Intelligence Laboratory under the guidance of Associate Prof Wanli Ouyang. Prior to that, I received the Master degree in the School of Artificial Intelligence, Optics and Electronics (iOPEN) at Northwestern Polytechnic University, supervised by Qi Wang and Xuelong Li professors, collaborating with Junyu Gao. I also did my Bachelor degree at school of Automation, Northwestern Polytechnic University. My research area includes computer vision, deep learning and machine learning.

News

[03/2022] One paper has been accepted by CVPR 2022
[11/2021] One paper has been accepted by IEEE TNNLS
[01/2021] One paper has been accepted by IEEE TNNLS
[12/2020] Awarded with Third Prize of the Second China Graduated AI Innovation Competition (6/182)
[12/2020] One paper has been accepted by IEEE TNNLS
[10/2020] One paper has been accepted by NeurIPS 2020
[08/2020] One paper has been accepted by ECCVw 2020
[01/2020] One paper has been accepted by ICASSP 2020

Education & Experiences

Department of General Vision, Shanghai Artificial Intelligence Laboratory, China
04/2022 - present
School of Artificial Intelligence, Optics and Electronics (iOPEN), Northwestern Polytechnic University, China
09/2019 - 03/2022
School of Automation, Northwestern Polytechnic University, China
09/2015 - 07/2019

Projects

Publications

→ Full list * equal contribution

DR.VIC:Decomposition and Reasoning for Video Individual Counting

T. Han*, L. Bai*, J. Gao, Q. Wang, and W. Ouyang

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022

[PDF] [Code]

Domain-Adaptive Crowd Counting via High-Quality Image Translation and Density Reconstruction

J. Gao, T. Han, Y. Yuan, and Q. Wang

IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021

[PDF]

Neuron Linear Transformation: Modeling the Domain Shift for Crowd Counting

Q. Wang, T. Han, J. Gao, and Y. Yuan

IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2020

[PDF] [Code]

Multi-task Attention Network for Lane Detection and Fitting

Q. Wang, T. Han, Z. Qin, J. Gao, and X. Li

IEEE Transactions on Neural Networks and Learning Systems (TNNLS),2020

[PDF]

Unsupervised Semantic Aggregation and Deformable Template Matching for Semi-Supervised Learning

T. Han*, J. Gao*, Y. Yuan, and Q. Wang

Proc. Conference on Neural Information Processing Systems, 2020

[PDF] [Code]

A Flow Base Bi-path Network for Cross-scene Video Crowd Understanding in Aerial View

Z. Zhao*, T. Han*, J Gao, Q. Wang, X. Li

Proc. European Conference on Computer Vision Workshops (ECCVw), 2020

[PDF]

Focus on Semantic Consistency for Cross-Domain Crowd Understanding, (Oral)

T. Han, J. Gao, Y. Yuan, and Q. Wang

Proc. International Conference on Acoustic, Speech, and Signal Processing (ICASSP), 2020

[PDF]

Under review

LDC-Net: A Unified Framework for Localization, Detectionand Countingin Dense Crowds

Q. Wang, T. Han, J. Gao, Y. Yuan, and X, Li

IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021 (under review)

[PDF]

Learning Independent Instance Maps for Crowd Localization

J. Gao, T. Han, Q. Wang, and Y. Yuan

IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021 (under review)

[PDF] [Code]

Service

Membership

IEEE Student Member, 2020-Now
AAAI Member, 2021-Now

Journal Reviewer

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
IEEE Transactions on Image Processing (TIP)
IEEE Transactions on Neural Networks and Learning Systems (TNNLS)
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)
IEEE Transactions on Systems, Man and Cybernetics: Systems (SMCA)
IET Image Processing
Neurocomputing

Awards & Honors

Honors

Outstanding Graduate Student, Shaanxi Province, 2022
Outstanding Graduate Student, Northwestern Polytechnical University, 2022

Contests

2020, Third Prize of the Second China Graduated AI Innovation Competition link1 link2
2020, Honourable Mention in VisDrone competition on the European Conference on Computer Vision
2018, First Prize of the National Undergraduate Smart Car Competition on NXP Cup
2017, First Prize of the American Undergraduate Mathematical Contest in Modeling
2017, Second Prize of the National Undergraduate Smart Car Competition on NXP Cup

Scholarships

2021, National Scholarship, China
2021, First Prize of Academic Scholarship, Northwestern Polytechnic University
2021, Hua Wei Special Scholarship in the Second China Graduated AI Innovation Competition
2020, CETC LES Scholarship, The 28th Research Institute of CETC
2020, First Prize of Academic Scholarship, Northwestern Polytechnic University
2019, First Prize of Academic Scholarship, Northwestern Polytechnic University
2016~2018, Outstanding Student Scholarship, Northwestern Polytechnic University
2016~2018, National Encouragement Scholarship, Ministry of Education
2016~2019, Outstanding Student Scholarship, Yunnan Province