2.2k citations · 5.4k across the 90 of their papers we have counts for
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cs.CV2011★ 8 cited
Online Adaptive Statistical Compressed Sensing of Gaussian Mixture Models
Julio Duarte-Carvajalino, Guillermo Sapiro, Guoshen Yu +1
A framework of online adaptive statistical compressed sensing is introduced for signals following a mixture model. The scheme first uses non-adaptive measurements, from which an on…
cs.CV2011★ 93 cited
Statistical Compressed Sensing of Gaussian Mixture Models
Guoshen Yu, Guillermo Sapiro
A novel framework of compressed sensing, namely statistical compressed sensing (SCS), that aims at efficiently sampling a collection of signals that follow a statistical distributi…