陈庆超

  职称：助理教授                  

  办公地点：北京大学医学部医学科技楼西楼5层

  邮箱：qingchao.chen@eng.ox.ac.uk / davidchen0526@163.com

个人简介

现任北京大学健康医疗大数据国家研究院助理教授，兼任英国牛津大学工程科学系荣誉研究员，承担科研与教学任务。研究方向为多模态传感器设计，机器学习与机器视觉方法，辅助性医学多模态数据分析，医学新模态数据挖掘。陈庆超博士毕业于英国伦敦大学学院，本科毕业于北京邮电大学。现任AAAI, CVPR, ICCV, IEEE Sensor Journal, IEEE RadarConf,  MICCAI, Pattern Recognition 等国际会议与期刊审稿人。

主要研究方向

雷达系统设计、信号处理方法、雷达特征识别；多模态传感器设计；迁移学习；计算机视觉；多模态机器学习；跨模态（视觉-语言）学习；辅助性机器学习方法与医学多模态数据分析; 机器学习方法与教学任务。

代表性科研项目

1 计算机辅助超声视频分析

2 多模态与跨模态机器学习

3 被动式wifi雷达在人体监测中的应用

代表作

1 Qingchao Chen*, Yang Liu*, Samuel Albanie, Mind-the-Gap! Unsupervised Domain Adaptation for Text-Video Retrieval, in Advanced Association of Artificial Intelligence Conference (AAAI), 2021

2 Qingchao Chen*, Yang Liu*, Structure-Aware Feature Fusion for Unsupervised Domain Adaptation, in Advanced Association of Artificial Intelligence Conference (AAAI), 2020

3 Qingchao Chen*, Yang Liu*, Zhaowen Wang, Ian Wassell, Kevin Chetty, Re-weighted Adversarial Adaptation Network for Unsupervised Domain Adaptation, in IEEE Computer Vision and Pattern Recognition (CVPR) 2018.

4 Qingchao Chen*, Yang Liu*, Wei Chen, Ian Wassell, Dictionary Learning Inspired Deep Networks for Scene Recognition, in Advanced Association of Artificial Intelligence Conference (AAAI), 2018.

5 Qingchao Chen, Yang Liu, Francesco Fionanelli, Matthew Ritchie, Kevin Chetty, DopNet: a DCNN Trained from Scratch for Classification of Armed/Unarmed Human Targets using Multiple-Channel Micro-Doppler Signatures. In IEEE Sensor Journal.

6 Qingchao Chen, Yang Liu, Francesco Fionanelli, Matthew Ritchie, Kevin Chetty, Eliminate Aspect Angle Variations for Human Activity Recognition Using Unsupervised Deep Adaptation Network, in 2019 IEEE Radar Conference (RadarConf).

7 Qingchao Chen, Bo Tan, Kevin Chetty, Karl Woodbridge, Doppler Based Detection of Multiple Targets in Passive Wi-Fi Radar using Underdetermined Blind Source Separation, in 2018 IEEE International Radar Conference

8 Qingchao Chen, Kevin Chetty, Paul Brennan, A coherent through-the-wall MIMO phased array imaging radar based on time-duplexed switching, in SPIE Defense, Security, and Sensing. International Society for Optics and Photonics 2017.

9 Qingchao Chen, Yang Liu, Yipeng Hu, Alice Self, Aris Papageorghiou, J Alison Noble, Cross-Device Cross-Anatomy Adaptation Network for Ultrasound Video Analysis, In Book of Medical Ultrasound, and Preterm, Perinatal and Paediatric Image Analysis, page 42-57.

10 Bo Tan, Qingchao Chen, Kevin Chetty, Karl Woodbridge, Wenda Li, Robert Piechocki Exploiting WiFi Channel State Information for Residential Healthcare Informatics, IEEE Communication Magazine