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Motion Deblurring : Algorithms and Systems

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Title: Motion Deblurring : Algorithms and Systems
Description: A comprehensive guide to restoring images degraded by motion blur, bridging the traditional approaches and emerging computational photography-based techniques, and bringing together a wide range of methods emerging from basic theory as well as cutting-edge research. It encompasses both algorithms and architectures, providing detailed coverage of practical techniques by leading researchers. From an algorithms perspective, blind and non-blind approaches are discussed, including the use of single or multiple images; projective motion blur model; image priors and parametric models; high dynamic range imaging in the irradiance domain; and image recognition in blur. Performance limits for motion deblurring cameras are also presented. From a systems perspective, hybrid frameworks combining low-resolution-high-speed and high-resolution-low-speed cameras are described, along with the use of inertial sensors and coded exposure cameras. Also covered is an architecture exploiting compressive sensing for video recovery. A valuable resource for researchers and practitioners in computer vision, image processing, and related fields.
Authors: A. N. Rajagopalan, Rama Chellappa
Resource Type: eBook.
Subjects: Image processing--Mathematics, Image processing--Digital techniques, Digital video--Editing--Mathematics, Photography--Retouching--Data processing, Motion--Mathematical models
Categories: COMPUTERS / General
Database: eBook Collection (EBSCOhost)
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Text:
  Availability: 0
Header DbId: nlebk
DbLabel: eBook Collection (EBSCOhost)
An: 761491
RelevancyScore: 1057
AccessLevel: 6
PubType: eBook
PubTypeId: ebook
PreciseRelevancyScore: 1057.36352539063
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  Data: A comprehensive guide to restoring images degraded by motion blur, bridging the traditional approaches and emerging computational photography-based techniques, and bringing together a wide range of methods emerging from basic theory as well as cutting-edge research. It encompasses both algorithms and architectures, providing detailed coverage of practical techniques by leading researchers. From an algorithms perspective, blind and non-blind approaches are discussed, including the use of single or multiple images; projective motion blur model; image priors and parametric models; high dynamic range imaging in the irradiance domain; and image recognition in blur. Performance limits for motion deblurring cameras are also presented. From a systems perspective, hybrid frameworks combining low-resolution-high-speed and high-resolution-low-speed cameras are described, along with the use of inertial sensors and coded exposure cameras. Also covered is an architecture exploiting compressive sensing for video recovery. A valuable resource for researchers and practitioners in computer vision, image processing, and related fields.
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    Classifications:
      – Code: 006.6
        Scheme: ddc
        Type: prePub
    Languages:
      – Code: eng
        Text: English
    Subjects:
      – SubjectFull: Image processing--Mathematics
        Type: general
      – SubjectFull: Image processing--Digital techniques
        Type: general
      – SubjectFull: Digital video--Editing--Mathematics
        Type: general
      – SubjectFull: Photography--Retouching--Data processing
        Type: general
      – SubjectFull: Motion--Mathematical models
        Type: general
    Titles:
      – TitleFull: Motion Deblurring : Algorithms and Systems
        Type: main
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          Name:
            NameFull: A. N. Rajagopalan
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            NameFull: Rama Chellappa
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            NameFull: A. N. Rajagopalan
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            NameFull: Rama Chellappa
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          Dates:
            – D: 01
              M: 01
              Type: published
              Y: 2014
            – D: 01
              M: 07
              Type: profile
              Y: 2014
          Identifiers:
            – Type: isbn-print
              Value: 9781107044364
            – Type: isbn-electronic
              Value: 9781139957915
          Titles:
            – TitleFull: Motion Deblurring : Algorithms and Systems
              Type: main
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