Ph.D, Associate Professor Dept. of Electronic Engineering, Tsinghua University
Research Interests: Computational Photography and Visual Intelligence E-mail: fanglu at tsinghua.edu.cn
I am currently an Associate Professor in Tsinghua University. I received my Ph.D from HKUST in 2011, and B.E. from USTC in 2007. I used to spend 6 months in Prof. Aggelos K. Katsaggelos's lab in Northwestern University during the best season of Evanston in 2010, and I spent 8 months in Microsoft Research Asia (Beijing) with the host of Prof. Feng Wu in 2013. Later, I visited Prof. Eckehard Steinbach's group in Technical University of Munich (TUM) in 2014, supported by “Humboldt Research Fellowship for Experienced Researchers”.
Our team has always been interested in looking for practical problems and solutions. Along with understanding the real world using fancy computer vision techniques ("post-processing"), we believe that the innovation in imaging/sensing ("pre-processing") plays equally important role. Aiming for comprehensive, high-resolution, and realistic imaging/sensing of large-scale dynamic scenes, our work relates to Gigapixel Videography, Multi-Camera Array, Multiview 3D Reconstruction, 4D Lightfield Reconstruction etc., towards both the online hardware system and real-time algorithmic solutions.
*** If you are interested in working with us as a PostDoc or PhD / Master student, please contact us.
*** The PANDA dataset is available for downloading now!
Computational Photography
Visual Intelligence
Live Demo of PANDA dataset
Live Demo of OccuSeg
Live Demo of MultiscaleVR
Live Demo of EventCap
Augmenting Vascular Disease Diagnosis by Vasculature-aware Unsupervised Learning Nature Machine Intelligence 2020 |
CrossNet++: Cross-scale Large-parallax Warping for Reference-based Super-resolution TPAMI 2020 |
Live Semantic 3D Perception for Immersive Augmented Reality TVCG 2020 |
Multiscale-VR: Multiscale Gigapixel 3D Panoramic Videography for Virtual Reality ICCP 2020 Oral |
OccuSeg: Occupancy-aware 3D Instance Segmentation CVPR 2020 |
EventCap: Monocular 3D Capture of High-Speed Human Motions using an Event Camera CVPR 2020 Oral |
Fourier-space Diffractive Deep Neural Network PRL 2019 |
UnstructuredFusion: Realtime 4D Geometry and Texture Reconstruction using Commercial RGBD Cameras TPAMI 2019 |
Light Field Reconstruction Using Deep Convolutional Network on EPI and Extended Applications TPAMI 2018 |
CrossNet: An End-to-end Reference-based Super Resolution Network using Cross-scale Warping ECCV 2018 |
Real-time Global Registration for Globally Consistent RGBD SLAM TRO 2018 |