Concise Computer Vision
Produktnummer:
18a20cb6a62a174520944c9b4c105b2c8f
| Autor: | Klette, Reinhard |
|---|---|
| Themengebiete: | Computer Vision Feature Detection and Tracking Image Processing and Analysis Image Segmentation Object Detection Shape Reconstruction |
| Veröffentlichungsdatum: | 20.01.2014 |
| EAN: | 9781447163190 |
| Sprache: | Englisch |
| Seitenzahl: | 429 |
| Produktart: | Kartoniert / Broschiert |
| Verlag: | Springer London |
| Untertitel: | An Introduction into Theory and Algorithms |
Produktinformationen "Concise Computer Vision"
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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