Concise Computer Vision

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  • Concise Computer Vision Book Detail

  • Author : Reinhard Klette
  • Release Date : 2014-01-04
  • Publisher : Springer Science & Business Media
  • Genre : Computers
  • Pages : 441
  • ISBN 13 : 1447163206
  • File Size : 77,77 MB

Concise Computer Vision by Reinhard Klette PDF Summary

Book Description: This textbook provides an accessible general introduction to the essential topics in computer vision. Classroom-tested programming exercises and review questions are also supplied at the end of each chapter. Features: provides an introduction to the basic notation and mathematical concepts for describing an image and the key concepts for mapping an image into an image; explains the topologic and geometric basics for analysing image regions and distributions of image values and discusses identifying patterns in an image; introduces optic flow for representing dense motion and various topics in sparse motion analysis; describes special approaches for image binarization and segmentation of still images or video frames; examines the basic components of a computer vision system; reviews different techniques for vision-based 3D shape reconstruction; includes a discussion of stereo matchers and the phase-congruency model for image features; presents an introduction into classification and learning.

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