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researcher

G. Sapiro

97 papers hereh-index 10565k citations636 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author37
  • last author57

Across the 94 of 97 papers where every author was matched, so the position is known.

fields
  • cs.CV47
  • cs.LG18
  • stat.ML13
  • cs.IT6
  • math.NA2
  • math.OC2

identity via Semantic Scholar / OpenAlex

activity
20082023
most citedThe Augmented Lagrange Multiplier Method for Exact Recovery of Corrupted Low-Rank Matrices

2.2k citations · 5.4k across the 90 of their papers we have counts for

collaborators
Showing 2015 · cs.CVShow all

3 papers · 2 filters

cs.CV2015★ 1 cited

Geometry-aware Deep Transform

Jiaji Huang, Qiang Qiu, Robert Calderbank +1

Many recent efforts have been devoted to designing sophisticated deep learning structures, obtaining revolutionary results on benchmark datasets. The success of these deep learning…

cs.CV2015

Hand-held Video Deblurring via Efficient Fourier Aggregation

Mauricio Delbracio, Guillermo Sapiro

Videos captured with hand-held cameras often suffer from a significant amount of blur, mainly caused by the inevitable natural tremor of the photographer's hand. In this work, we p…

cs.CV2015★ 44 cited

Removing Camera Shake via Weighted Fourier Burst Accumulation

Mauricio Delbracio, Guillermo Sapiro

Numerous recent approaches attempt to remove image blur due to camera shake, either with one or multiple input images, by explicitly solving an inverse and inherently ill-posed dec…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.