SVCL - Jia Wan

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Yi Li

Jia Wan

Electrical & Computer Engineering
University of California, San Diego

EBU-1, Room 4607
9500 Gilman Drive
La Jolla, CA 92093

jiw162 (at) ucsd (dot) edu


Bio

I am a Posdoc at UC, San Diego, advised by Prof. Nuno Vasconcelos. Before that, I obtained my Ph.D degree in the Video, Image, and Sound Analysis Lab (VISAL), City University of Hong Kong, supervised by Prof. Antoni B. Chan. My research interests include crowd counting, pose estimation, monocular depth prediction and bird-eye-view (BEV) object detection.

Publications

Kernel-based Density Map Generation for Dense Object Counting
Jia Wan, Qingzhong Wang, and Antoni Chan
IEEE Trans. Pattern Analysis and Machine Intelligence (TPAMI)
44(3):1357-1370, 2022

Crowd Counting in the Frequency Domain
Weibo Shu, Jia Wan, Kay Chen Tan, Sam Kwong, and Antoni B. Chan
Conference on Computer Vision and Pattern Recognition (CVPR)
New Orleans, United States, 2022

A Generalized Loss Function for Crowd Counting and Localization
Jia Wan, Ziquan Liu, and Antoni Chan
Conference on Computer Vision and Pattern Recognition (CVPR)
Long Beach, LA, United States, 2021

Fine-Grained Crowd Counting
Jia Wan, Nikil Senthil Kumar, and Antoni Chan
IEEE Trans. Image Processing (TIP), 2021

Modeling Noisy Annotations for Crowd Counting
Jia Wan and Antoni Chan
Neural Information Processing Systems (NeurIPS)
Virtual, 2020

Adaptive Density Map Generation for Crowd Counting
Jia Wan and Antoni Chan
Intl. Conf. on Computer Vision (ICCV)
Seoul, Korea, 2019

Residual Regression with Semantic Prior for Crowd Counting
Jia Wan, Wenhan Luo, Baoyuan Wu, Antoni B. Chan, and Wei Liu
Conference on Computer Vision and Pattern Recognition (CVPR)
New Orleans, United States, 2019

Education

CityU

City University of Hong Kong
Ph.D. in Computer Science

2019–2021
Hong Kong

Professional Experience

Tencent AI Lab

Tencent AI Lab
Reserch Intern

Summer 2019
Shenzhen, China

Awards and Honors

CityU

City University of Hong Kong
Research Tuition Scholarship

2020

China National Scholarship (Postgraduate)

2017



Updated: Jan, 2023



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