The Resource Sparse Representations and Compressive Sensing for Imaging and Vision, by Vishal M. Patel, Rama Chellappa, (electronic resource)

Sparse Representations and Compressive Sensing for Imaging and Vision, by Vishal M. Patel, Rama Chellappa, (electronic resource)

Label
Sparse Representations and Compressive Sensing for Imaging and Vision
Title
Sparse Representations and Compressive Sensing for Imaging and Vision
Statement of responsibility
by Vishal M. Patel, Rama Chellappa
Creator
Contributor
Author
Author
Subject
Language
  • eng
  • 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 and illustrate the role of these theories in classical vision, imaging and biometrics problems
Member of
Is Subseries of
http://library.link/vocab/creatorName
Patel, Vishal M
Dewey number
  • 621.382
  • 621.3822
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsaut
  • qC0EdqfQAQs
  • oAQNAB5jMkw
Language note
English
LC call number
  • TK5102.9
  • TA1637-1638
  • TK7882.S65
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
Chellappa, Rama.
Series statement
  • SpringerBriefs in electrical and computer engineering
  • SpringerBriefs in Electrical and Computer Engineering,
http://library.link/vocab/subjectName
  • Computer vision
  • Signal, Image and Speech Processing
  • Image Processing and Computer Vision
Label
Sparse Representations and Compressive Sensing for Imaging and Vision, by Vishal M. Patel, Rama Chellappa, (electronic resource)
Instantiates
Publication
Note
Description based upon print version of record
Carrier category
online resource
Carrier category code
  • cr
Content category
text
Content type code
  • txt
Contents
Introduction -- Compressive Sensing -- Compressive Acquisition -- Compressive Sensing for Vision -- Sparse Representation-based Object Recognition -- Dictionary Learning -- Concluding Remarks
Dimensions
unknown
Edition
1st ed. 2013.
Extent
1 online resource (110 p.)
Form of item
online
Isbn
9781299335493
Media category
computer
Media type code
  • c
Other control number
10.1007/978-1-4614-6381-8
Specific material designation
remote
System control number
  • (CKB)2670000000336415
  • (EBL)1106290
  • (OCoLC)828302614
  • (SSID)ssj0000879747
  • (PQKBManifestationID)11495311
  • (PQKBTitleCode)TC0000879747
  • (PQKBWorkID)10871952
  • (PQKB)11560627
  • (DE-He213)978-1-4614-6381-8
  • (MiAaPQ)EBC1106290
  • (EXLCZ)992670000000336415
Label
Sparse Representations and Compressive Sensing for Imaging and Vision, by Vishal M. Patel, Rama Chellappa, (electronic resource)
Publication
Note
Description based upon print version of record
Carrier category
online resource
Carrier category code
  • cr
Content category
text
Content type code
  • txt
Contents
Introduction -- Compressive Sensing -- Compressive Acquisition -- Compressive Sensing for Vision -- Sparse Representation-based Object Recognition -- Dictionary Learning -- Concluding Remarks
Dimensions
unknown
Edition
1st ed. 2013.
Extent
1 online resource (110 p.)
Form of item
online
Isbn
9781299335493
Media category
computer
Media type code
  • c
Other control number
10.1007/978-1-4614-6381-8
Specific material designation
remote
System control number
  • (CKB)2670000000336415
  • (EBL)1106290
  • (OCoLC)828302614
  • (SSID)ssj0000879747
  • (PQKBManifestationID)11495311
  • (PQKBTitleCode)TC0000879747
  • (PQKBWorkID)10871952
  • (PQKB)11560627
  • (DE-He213)978-1-4614-6381-8
  • (MiAaPQ)EBC1106290
  • (EXLCZ)992670000000336415

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