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Overview
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.
| ISBN-13 | 9781447163206 |
|---|---|
| ISBN-10 | 1447163206 |
| List Price | $59.99 |
| Format | - |
|---|---|
| Language | English |
| Pages | xviii, 429 pages |
| Publisher | |
| Published On | 2014-01-04 |
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