1 code implementation • ICCV 2017 • Bihan Wen, Yanjun Li, Luke Pfister, Yoram Bresler
In this work, we propose a novel video denoising method, based on an online tensor reconstruction scheme with a joint adaptive sparse and low-rank model, dubbed SALT.
no code implementations • 6 Mar 2018 • Luke Pfister, Yoram Bresler
We show that many existing transform and analysis sparse representations can be viewed as filter banks, thus linking the local properties of patch-based model to the global properties of a convolutional model.
no code implementations • 25 Mar 2019 • Bihan Wen, Saiprasad Ravishankar, Luke Pfister, Yoram Bresler
The model could be pre-learned from datasets, or learned simultaneously with the reconstruction, i. e., blind CS (BCS).
1 code implementation • 6 Nov 2019 • Kianoush Falahkheirkhah, Kevin Yeh, Shachi Mittal, Luke Pfister, Rohit Bhargava
Infrared (IR) microscopes measure spectral information that quantifies molecular content to assign the identity of biomedical cells but lack the spatial quality of optical microscopy to appreciate morphologic features.