no code implementations • ECCV 2020 • Bichuan Guo, Jiangtao Wen, Yuxing Han
Light-field cameras capture sub-views from multiple perspectives simultaneously, with possibly reflectance variations that can be used to augment material recognition in remote sensing, autonomous driving, etc.
no code implementations • 10 Mar 2021 • Jisheng Li, Ziyu Wen, Sihan Li, Yikai Zhao, Bichuan Guo, Jiangtao Wen
Regular omnidirectional video encoding technics use map projection to flatten a scene from a spherical shape into one or several 2D shapes.
no code implementations • 7 Jul 2020 • Yanghao Li, Bichuan Guo, Jiangtao Wen, Zhen Xia, Shan Liu, Yuxing Han
Denoisers trained with synthetic data often fail to cope with the diversity of unknown noises, giving way to methods that can adapt to existing noise without knowing its ground truth.
1 code implementation • NeurIPS 2019 • Bichuan Guo, Yuxing Han, Jiangtao Wen
In this paper we propose to use a denoising autoencoder (DAE) prior to simultaneously solve a linear inverse problem and estimate its noise parameter.