陳慶超
職稱：助理教授
辦公地點：北京大學醫學部醫學科技樓西樓5層
郵箱：qingchao.chen@eng.ox.ac.uk / davidchen0526@163.com
個人簡介
現任北京大學健康醫療大數據國家研究院助理教授，兼任英國牛津大學工程科學系榮譽研究員，承擔科研與教學任務。研究方向為多模態傳感器設計，機器學習與機器視覺方法，輔助性醫學多模態數據分析，醫學新模態數據挖掘。陳慶超博士畢業于英國倫敦大學學院，本科畢業于北京郵電大學。現任AAAI, CVPR, ICCV, IEEE Sensor Journal, IEEE RadarConf, MICCAI, Pattern Recognition 等國際會議與期刊審稿人。
主要研究方向
雷達系統設計、信號處理方法、雷達特征識別；多模態傳感器設計；遷移學習；計算機視覺；多模態機器學習；跨模態（視覺-語言）學習；輔助性機器學習方法與醫學多模態數據分析; 機器學習方法與教學任務。
代表性科研項目
1 計算機輔助超聲視頻分析
2 多模態與跨模態機器學習
3 被動式wifi雷達在人體監測中的應用
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
