陳慶超
職稱(chēng)：助理教授
辦公地點(diǎn)：北京大學(xué)醫(yī)學(xué)部醫(yī)學(xué)科技樓西樓5層
郵箱：qingchao.chen@eng.ox.ac.uk / davidchen0526@163.com
個(gè)人簡(jiǎn)介
現(xiàn)任北京大學(xué)健康醫(yī)療大數(shù)據(jù)國(guó)家研究院助理教授，兼任英國(guó)牛津大學(xué)工程科學(xué)系榮譽(yù)研究員，承擔(dān)科研與教學(xué)任務(wù)。研究方向?yàn)槎嗄B(tài)傳感器設(shè)計(jì)，機(jī)器學(xué)習(xí)與機(jī)器視覺(jué)方法，輔助性醫(yī)學(xué)多模態(tài)數(shù)據(jù)分析，醫(yī)學(xué)新模態(tài)數(shù)據(jù)挖掘。陳慶超博士畢業(yè)于英國(guó)倫敦大學(xué)學(xué)院，本科畢業(yè)于北京郵電大學(xué)?，F(xiàn)任AAAI, CVPR, ICCV, IEEE Sensor Journal, IEEE RadarConf, MICCAI, Pattern Recognition 等國(guó)際會(huì)議與期刊審稿人。
主要研究方向
雷達(dá)系統(tǒng)設(shè)計(jì)、信號(hào)處理方法、雷達(dá)特征識(shí)別；多模態(tài)傳感器設(shè)計(jì)；遷移學(xué)習(xí)；計(jì)算機(jī)視覺(jué)；多模態(tài)機(jī)器學(xué)習(xí)；跨模態(tài)（視覺(jué)-語(yǔ)言）學(xué)習(xí)；輔助性機(jī)器學(xué)習(xí)方法與醫(yī)學(xué)多模態(tài)數(shù)據(jù)分析; 機(jī)器學(xué)習(xí)方法與教學(xué)任務(wù)。
代表性科研項(xiàng)目
1 計(jì)算機(jī)輔助超聲視頻分析
2 多模態(tài)與跨模態(tài)機(jī)器學(xué)習(xí)
3 被動(dòng)式wifi雷達(dá)在人體監(jiān)測(cè)中的應(yīng)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
