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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 2012 · cs.CVShow all

3 papers · 2 filters

cs.CV2012★ 17 cited

Computer vision tools for the non-invasive assessment of autism-related behavioral markers

Jordan Hashemi, Thiago Vallin Spina, Mariano Tepper +4

The early detection of developmental disorders is key to child outcome, allowing interventions to be initiated that promote development and improve prognosis. Research on autism sp…

cs.CV2012★ 1 cited

A Complete System for Candidate Polyps Detection in Virtual Colonoscopy

Marcelo Fiori, Pablo Musé, Guillermo Sapiro

Computer tomographic colonography, combined with computer-aided detection, is a promising emerging technique for colonic polyp analysis. We present a complete pipeline for polyp de…

cs.CV2012★ 1 cited

Are You Imitating Me? Unsupervised Sparse Modeling for Group Activity Analysis from a Single Video

Zhongwei Tang, Alexey Castrodad, Mariano Tepper +1

A framework for unsupervised group activity analysis from a single video is here presented. Our working hypothesis is that human actions lie on a union of low-dimensional subspaces…

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