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Concise Computer Vision

- An Introduction into Theory and Algorithms

  • Format
  • Bog, paperback
  • Engelsk

Beskrivelse

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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Detaljer
  • SprogEngelsk
  • Sidetal429
  • Udgivelsesdato20-01-2014
  • ISBN139781447163190
  • Forlag Springer London Ltd
  • FormatPaperback
Størrelse og vægt
coffee cup img
10 cm
book img
15,5 cm
23,5 cm

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