2017-Present. Professor, School of Electronics and Information, Northwestern Polytechnical University
2014.5-2017. ARC DECRA Fellow. Research School of Engineering, College of Engineering and Computer Science, the Australian National University.
2012.5-2014.5. Research Fellow, Research School of Computer Science, College of Engineering and Computer Science, the Australian National University.
2007.9—2012.5. School of Electronics and Information, Northwestern Polytechnical University, PhD, Thesis: Research on Structure and Motion Recovery in Multi-view Geometry (Rotation Averaging, Rigid Structure from Motion, Non-rigid Structure from Motion, Structure and Motion Recovery for Multi-camera System under Generalized Camera Model, Global Optimization with L-Infinity Norm).
2008.10-2009.10. Research School of
Information Sciences and Engineering (RSISE),
2001.9-2005.7, Dept. of Electronic Engineering, Northwestern Polytechnical University, Bachelor of Engineering (First 3 years studied in advanced class which educates the most excellent students of NPU directly for the Master degree). Thesis: Research on Stereo Vision System.
IEEE CVPR 2012 Best Paper Award (the only one out of 1933)
IEEE CVPR 2020 Best Paper Award Nominee
Best Algorithm Award in NRSFM Challenge at CVPR 2017
APSIPA/ASC 2017 Best Deep/Machine Learning Paper Award
DICTA 2017 Best Student Paper Award
experience in geometric computer vision and optimization
J Zhang, Y Dai, T Zhang, M T Harandi, N Barnes, R Hartley. Learning Saliency from Single Noisy Labelling: A Robust Model Fitting Perspective. IEEE Transactions on Pattern Analysis and Machine Intelligence (In Press).
X Guo, B Li, Y Dai, T Zhang, H Deng. Novel View Synthesis from only a 6-DoF Camera Pose by Two-stage Networks. International Conference on Pattern Recognition.
Liyuan Pan, Richard Hartley, Cedric Scheerlinck, Miaomiao Liu, Xin Yu, and Yuchao Dai. High Frame Rate Video Reconstruction based on an Event Camera. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020 (In Press).
Jianyuan Wang, Yiran Zhong, Yucha Dai, Kaihao Zhang, Pan Ji, Hingdng Li. Displacement-Invariant Matching Cost Learning for Accurate Optical Flow Estimation. Advances in Neural Information Processing Systems 33, 2020.
Xuelian Cheng, Yiran Zhong, M Harandi, Yuchao Dai, Xiaojun Chang, Hongdong Li, Tom Drummond, Zongyuan Ge. Hierarchical Neural Architecture Search for Deep Stereo Matching. Advances in Neural Information Processing Systems 33, 2020.
Jing Zhang, Deng-Ping Fan, Yuchao Dai, Saeed Anwar, Fateh Sadar Saleh, Tong Zhang, Nick Barnes. UC-Net: Uncertaity Inspired RGB-D Saliency Detection via Conditional Variational Autoencoders. IEEE Computer Vision and Pattern Recognition (CVPR), 2020. Best Paper Award Nominee.
2019 2017 2016 2014
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