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Parallel Algorithms for Digital Image Processing, Computer Vision and Neural Networks [Kõva köide]

  • Formaat: Hardback, 350 pages, kõrgus x laius: 252x174 mm, kaal: 840 g, Illustrations
  • Sari: Wiley Series in Parallel Computing
  • Ilmumisaeg: 26-Mar-1993
  • Kirjastus: John Wiley & Sons Ltd
  • ISBN-10: 0471935662
  • ISBN-13: 9780471935667
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Parallel Algorithms for Digital Image Processing, Computer Vision and Neural  Networks
  • Formaat: Hardback, 350 pages, kõrgus x laius: 252x174 mm, kaal: 840 g, Illustrations
  • Sari: Wiley Series in Parallel Computing
  • Ilmumisaeg: 26-Mar-1993
  • Kirjastus: John Wiley & Sons Ltd
  • ISBN-10: 0471935662
  • ISBN-13: 9780471935667
Describes a wide range of algorithms for parallel digital image processing and computer vision, giving an overview of the state of the art. Attention is focused on a key applications domain that includes medical imaging, visualization, remote sensing, and HDTV, allowing comparative studies of the various approaches. There is a detailed discussion of the parallel implementations of neural networks, with emphasis on the algorithms developed for that purpose. Annotation copyright Book News, Inc. Portland, Or.

World-renowned contributors present papers concerning algorithms used on the latest generation of parallel machines (MIMD). Details key applications running the gamut from medical imaging, visualization and remote sensing to HDTV, demonstrating the large computational complexity necessary to perform these tasks.
Low Level Parallel Image Processing.
Parallel FFT-like Transform Algorithms on Transputers.
Parallel Edge Detection and Related Algorithms.
Parallel Segmentation Algorithms.
MIMD and SIMD Parallel Range Data Segmentation.
Parallel Stereo and Motion Estimation.
Parallel Implementations of the Backpropagation Learning Algorithm Based on Network Topology.
Parallel Neural Computation Based on Algebraic Partitioning.
Parallel Neural Computing Based on Network Duplicating.
PARALLEL EIKONA: A Parallel Digital Image Processing Package.
Parallel Architectures and Algorithms for Real Time Computer Vision.
Index.