Name:Yuchao DAI

Professional Title: Professor

Research Interests:Computer Vision, Artificial Intelligence, 3D Vision, Signal and Information Processing

Courses: Computer Vision, Artificial Intelligence, 3D Vision

General Introduction: Yuchao Dai is currently a Professor with Northwestern Polytechnical University. He received the B.E. degree, ME degree and Ph.D. degree all in signal and information processing from NPU,Xi'an, China. He was an ARC DECRA Fellow with the Research School of Engineering at the Australian National University, Canberra, Australia. He won the Best Paper Award in IEEE CVPR 2012, the Best Paper Award Nominee at IEEE CVPR2020.He served as Area Chair inCVPR,ICCV, ECCV,NeurlPS,etc. Selected Publications:

Rolling Shutter Inversion:Bring Rolling Shutter Images to High Framerate Global Shutter Video, IEEE Transactions on Pattem Analysis and Machine Intelligence,2022, Volume:45, P6214-6230.

Towards a Unified Network for Robust Monocular Depth Estimation:Network Architecture, Training Strategy and Dataset, International Journal of Computer Vision, 2024,Volume:132(4), P1012-1028. Learning Dense and Continuous Optical Flow From an Erent Camera, IFEE Tmansactions on Image Processing, 2022,Volume:31, P7237-7251.

Leaming Saliency From Single Noisy Labelling: A Robust Model Fitting Perspective, IEEE Transactions on Pattem Analysis and Machine Intelligence, Volume:43, P2866-2873.

Superpixel Soup:Monocular Dense 3D Reconstruction of a Complex Dynamic Scene, IEEE Transactions on Pattem Analysis and Machine Intelligence,2021,Volume:43, P1705-1717.