Motion Deblurring: Algorithms and Systems

  • 出版商: Cambridge
  • 出版日期: 2014-07-21
  • 售價: $2,950
  • 貴賓價: 9.5$2,803
  • 語言: 英文
  • 頁數: 306
  • 裝訂: Hardcover
  • ISBN: 1107044367
  • ISBN-13: 9781107044364
  • 相關分類: Algorithms-data-structures
  • 海外代購書籍(需單獨結帳)

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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.