Coverart for item
The Resource Sparse representations and compressive sensing for imaging and vision, Vishal M. Patel, Rama Chellappa, (electronic book)

Sparse representations and compressive sensing for imaging and vision, Vishal M. Patel, Rama Chellappa, (electronic book)

Label
Sparse representations and compressive sensing for imaging and vision
Title
Sparse representations and compressive sensing for imaging and vision
Statement of responsibility
Vishal M. Patel, Rama Chellappa
Creator
Contributor
Subject
Language
eng
Summary
Compressed sensing or compressive sensing is a new concept in signal processing where one measures a small number of non-adaptive linear combinations of the signal. These measurements are usually much smaller than the number of samples that define the signal. From these small numbers of measurements, the signal is then reconstructed by non-linear procedure. Compressed sensing has recently emerged as a powerful tool for efficiently processing data in non-traditional ways. In this book, we highlight some of the key mathematical insights underlying sparse representation and compressed sensing
Member of
Cataloging source
EBLCP
http://library.link/vocab/creatorName
Patel, Vishal M
Dewey number
  • 621.382
  • 621.3822
Index
no index present
LC call number
TK5102.9
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
Chellappa, Rama
Series statement
SpringerBriefs in Electrical and Computer Engineering
http://library.link/vocab/subjectName
  • Signal processing
  • Computer vision
  • Imaging
  • Signal processing
  • Signal processing
  • Vision
Label
Sparse representations and compressive sensing for imaging and vision, Vishal M. Patel, Rama Chellappa, (electronic book)
Instantiates
Publication
Bibliography note
Includes bibliographical references
Contents
  • Compressive Sensing
  • Compressive Acquisition
  • Compressive Sensing for Vision
  • Sparse Representation-based Object Recognition
  • Dictionary Learning
  • Concluding Remarks
  • Compressive Sensing -- Compressive Acquisition -- Compressive Sensing for Vision -- Sparse Representation-based Object Recognition -- Dictionary Learning -- Concluding Remarks
Control code
SPR828302614
Dimensions
unknown
Extent
1 online resource (110 p.)
Form of item
online
Isbn
9781461463801
Reproduction note
Electronic resource.
Specific material designation
remote
Label
Sparse representations and compressive sensing for imaging and vision, Vishal M. Patel, Rama Chellappa, (electronic book)
Publication
Bibliography note
Includes bibliographical references
Contents
  • Compressive Sensing
  • Compressive Acquisition
  • Compressive Sensing for Vision
  • Sparse Representation-based Object Recognition
  • Dictionary Learning
  • Concluding Remarks
  • Compressive Sensing -- Compressive Acquisition -- Compressive Sensing for Vision -- Sparse Representation-based Object Recognition -- Dictionary Learning -- Concluding Remarks
Control code
SPR828302614
Dimensions
unknown
Extent
1 online resource (110 p.)
Form of item
online
Isbn
9781461463801
Reproduction note
Electronic resource.
Specific material designation
remote

Library Locations

Processing Feedback ...