Journal Paper: 'A Novel Patch Variance Biased Convolution Neural Network for No-Reference Image Quality Assessment', IEEE Trans. on Circuits and Systems for Video Technology (2019)
Journal Paper: 'Video copy detection by conducting fast searching of inverted files', Multimedia Tools and Applications (2018): 1-24
Journal Paper: 'Block-based adaptive ROI for remote photoplethysmography', Multimedia Tools and Applications 77.6 (2018): 6503-6529
Journal Paper: 'Face liveness detection using shearlet based feature descriptors', Journal of Electronic Imaging, 25(4), August 2016
Journal Paper: 'Integration of Image Quality and Motion Cues for Face Anti-Spoofing: a Neural Network Approach', Journal of Visual Communication and Image Representation, Volume 38, pp. 451-460, July 2016
Journal Paper: 'No-Reference Video Quality Assessment with 3D Shearlet Transform and Convolutional Neural Networks', IEEE Trans. on Circuits and Systems for Video Technology, Vol. 26, Issue 6, pp. 1044-1057, June 2015
Journal Paper: 'No-reference image quality assessment with shearlet transform and deep neural networks', Neurocomputing, Volume 15
Research Experience
2020.12-present, Staff Engineer, Alipay Terminal Technology Department, Ant Group
2017.12-2020.12, Researcher, Deep Learning Group, MiniEye
2022.01-2023.09, Scene Digitization, Human ReID, Small Object Detection and Recognition, 3D Reconstruction and Retrieval, etc.
2020.12-present, Face Related, Liveness Detection, Emotion Detection, Face Detection, etc.
2016.07-2020.11, Autonomous Driving, Traffic Scene Detection and Recognition, etc.
2010.09-2016.07, Shearlet and Biological Signal Related, Image/Video Quality Assessment, Liveness Detection, PPG Application, etc.
Background
Research interests include image/video quality assessment, liveness detection, PPG applications, etc. Currently a Staff Engineer at Ant Group, with a PhD from the Department of Electronic Engineering, City University of Hong Kong.