Parallel Algorithms for Digital Image Processing, Computer Vision and Neural Networks (Wiley Series in Parallel Computing)

Parallel Algorithms for Digital Image Processing, Computer Vision and Neural Networks (Wiley Series in Parallel Computing)

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  • 製本 Hardcover:ハードカバー版
  • 言語 ENG,ENG
  • 商品コード 9780471935667
  • DDC分類 006.37

Full Description


This volume describes a wide range of algorithms for parallel digital image processing and computer vision, providing an overview of recent developments in the field. It focuses on a key application domain that includes medical imaging, visualization, remote sensing and HDTV, and allows comparative studies to be made of the approaches presented. There is also detailed discussion of the parallel implementations of neural networks, with emphasis on the algorithms developed for this purpose.

Contents

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.