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Lin Xi, Senior Research Associate, School of Computing Sciences, University of East Anglia.

Email: l[dot]xi[at]uea[dot]ac[dot]uk, xilin[dot]chibchin[at]outlook[dot]com

Biography

I am currently a senior research associate in the School of Computing Sciences at the University of East Anglia, working with Prof. Yingliang Ma on biomedical image processing.

Before that, I received my Ph.D. degree from the School of Automation Science and Electrical Engineering, Beihang University, Beijing, China, under the supervision of Prof. Weihai Chen and Prof. Zhengguo Li.

My research interests include computer vision and machine learning, especially for image/video segmentation and non-contact physiological signal monitoring. The current research focus is on biomedical image segmentation and video object segmentation.

News

[Jun. 2023] ClusterNet for video object segmentation is accepted by TCSVT.
[May. 2022] A rPPG algorithm for remote heart rate estimation in low light environments is accepted by MEP.
[May. 2022] IMCNet for video object segmentation is accepted by TCSVT.
[Mar. 2020] One paper for rPPG estimation accepted by FG2020 (Poster).
[Feb. 2020] Our BUAA-MIHR dataset for remote HR estimation has been released.

Publications

Online Unsupervised Video Object Segmentation via Contrastive Motion Clustering
Lin Xi, Weihai Chen*, Xingming Wu, Zhong Liu and Zhengguo Li
In TCSVT, 2023
Weighted Combination and Singular Spectrum Analysis Based Remote Photoplethysmography Pulse Extraction in Low-light Environments
Lin Xi, Xingming Wu, Weihai Chen*, Jianhua Wang and Changchen Zhao*
In MEP, 2022
Implicit Motion-Compensated Network for Unsupervised Video Object Segmentation
Lin Xi, Weihai Chen*, Xingming Wu, Zhong Liu and Zhengguo Li
In TCSVT, 2022
Image Enhancement for Remote Photoplethysmography in a Low-Light Environment
Lin Xi, Weihai Chen, Changchen Zhao*, Xingming Wu and Jianhua Wang
In FG, 2020
The Research on Intelligent Monitoring System of Key Tire Parameters for Automotive Driving Safety Based on Vehicular Networking
Huaguang Yang*, Lin Xi, Qingquan He, Fengfeng Liu, Ming Yang, Hua Yan and Weimin Yang
In ITOEC, 2015

Projects

Semantic Mapping for Mobile Robot with Fusion of the Mechanisms of Human Memory and Visual Attention, IR&MCT Lab.
Research on Tire Wear Real-time Inspection System Based on Abrasive Sensor and Mechanism of Tire Wear, Yinglan Lab.