Concepedia

Guillermo Sapiro

GS

Statistics

Publications

4

Citations

817

H-Index

4

Active since

2008

Affiliations

University of Minnesota(Current)

Guillermo Sapiro is an author at University of Minnesota specializing in engineering, data science, and pattern recognition.

Top concepts

EngineeringData SciencePattern RecognitionImage AnalysisMachine VisionComputer VisionComputer ScienceInverse ProblemsMachine LearningCompressive Sensing

Publications per year

2008–2012

4

Publications

4

Learning to Sense Sparse Signals: Simultaneous Sensing Matrix and Sparsifying Dictionary Optimization

Julio M. Duarte‐Carvajalino, Guillermo Sapiro · IEEE Transactions on Image Processing · 2009 · 574 citations

Sparse Representation, Engineering, Machine Learning +12

A Convex Model for Nonnegative Matrix Factorization and Dimensionality Reduction on Physical Space

Ernie Esser, Michael Möller, Stanley Osher et al. · IEEE Transactions on Image Processing · 2012 · 166 citations · Full text

Sparse representations for limited data tomography

Hstau Y. Liao, Guillermo Sapiro · 2008 · 47 citations

Image Reconstruction, Engineering, Improved Reconstructions +18

Simultaneous Object Classification and Segmentation With High-Order Multiple Shape Models

Federico Lecumberry, Álvaro Pardo, Guillermo Sapiro · IEEE Transactions on Image Processing · 2009 · 30 citations

Engineering, Machine Learning, Shape Models +22

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