no code implementations • 20 May 2021 • Prasan Shedligeri, Florian Schiffers, Semih Barutcu, Pablo Ruiz, Aggelos K Katsaggelos, Oliver Cossairt
To avoid the ill-posedness, we investigate the effect of regularizing the phase retrieval algorithm with image priors for various overlap ratios between the neighboring diffraction patterns.
no code implementations • 18 May 2021 • Sidi Lu, Xin Yuan, Aggelos K Katsaggelos, Weisong Shi
We apply reinforcement learning to video compressive sensing to adapt the compression ratio.
1 code implementation • 23 Mar 2021 • Qiqin Dai, Fengqiang Li, Oliver Cossairt, Aggelos K Katsaggelos
The adaptive sparse depth sampling network is jointly trained with a fusion network of an RGB image and sparse depth, to generate optimal adaptive sampling masks.