Publications
Machine Learning and Computer Vision
Re-weighted Adversarial Adaptation Network for Unsupervised Domain Adaptation
Qingchao Chen, Yang Liu, Zhaowen Wang, Ian Wassell, Kevin Chetty
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Salt Lake City, Utah, USA, June 2018.
Joint Adversarial Adaptation Network for Unsupervised Domain Adaptation
Qingchao Chen, Yang Liu, Ian Wassell, Kevin Chetty
Ready to submit to AAAI 2019.
Dictionary Learning Inspired Deep Networks for Scene Recognition
Yang Liu *, Qingchao Chen*, Wei Chen, Ian Wassell (* Equally Contributed First Author)
Thirty-Second AAAI Conference on Artificial Intelligence, New Orleans, USA, February, 2018.
Deep Networks for Image Super-Resolution with Dictionary Learning Layer
Yang Liu, Qingchao Chen, Ian Wassell
IEEE International Conference of Image Processing (ICIP) , Beijing, China, 2017
Support Discrimination Dictionary Learning for Image Classification
Yang Liu, Wei Chen, Qingchao Chen, Ian Wassell
European Conference on Computer Vision (ECCV), Amsterdam, Netherland, 2016
Radar and RF Sensing
DopNet: a DCNN Trained from Scratch for Classification of Armed/Unarmed Human Targets using Multiple-Channel Micro-Doppler Signatures
Qingchao Chen, Yang Liu, Francesco Fioranelli, Matthiew Ritchie, Bo, Tan, Kevin Chetty, Karl Woodbridge
Ready for IEEE Sensor Journal
WiFi CSI signal Processing and Behavior Recognition Methods.
Bo Tan, Qingchao Chen, Wenda Li, Kevin Chetty, Karl Woodbridge
IEEE Communications Magazine
Joint fall and aspect angle recognition using fine-grained micro-Doppler classification
Qingchao Chen, Matthiew Ritchie, Yang Liu, Kevin Chetty, Karl Woodbridge
In IEEE Radar Conference (RadarConf), Seattle, USA, 2017
Activity Recognition Based on Micro-Doppler Signature with In-Home Wi-Fi
Qingchao Chen, Bo Tan, Kevin Chetty, Karl Woodbridge
In IEEE International Conference of HealthCom, Munich, Germany, 2016
Signs of Life Detection using Wireless Passive Radar
Qingchao Chen, Kevin Chetty, Karl Woodbridge, Bo Tan
In IEEE Radar Conference (RadarConf), Philadelphia, USA, 2016
Indoor Target Tracking using High Doppler Resolution Passive Wi-Fi Radar
Qingchao Chen, Bo Tan, Kevin Chetty, Karl Woodbridge
In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2015
Radar Sensor Design
A Coherent Through-the-wall MIMO Phased Array Imaging Radar based on Time-duplexed Switching
Qingchao Chen, Kevin Chetty, Paul Brennan
In SPIE Defense, Security, and Sensing. International Society for Optics and Photonics 2017.
Train Monitoring using GSM-R based Passive Radar
Kevin Chetty, Qingchao Chen, Karl Woodbridge
In IEEE Radar Conference (RadarConf), 2016
