294 citations · 1.8k across the 62 of their papers we have counts for
Showing 2018 · stat.MLShow all
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stat.ML2018
Online Adaptive Image Reconstruction (OnAIR) Using Dictionary Models
Brian E. Moore, Saiprasad Ravishankar, Raj Rao Nadakuditi +1
Sparsity and low-rank models have been popular for reconstructing images and videos from limited or corrupted measurements. Dictionary or transform learning methods are useful in a…
stat.ML2018★ 102 cited
Deep BCD-Net Using Identical Encoding-Decoding CNN Structures for Iterative Image Recovery
Il Yong Chun, Jeffrey A. Fessler
In "extreme" computational imaging that collects extremely undersampled or noisy measurements, obtaining an accurate image within a reasonable computing time is challenging. Incorp…