Concise Computer Vision

An Introduction into Theory and Algorithms

von Reinhard Klette

429 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

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.

• Reihe: Undergraduate Topics in Computer Science
• Themen: Informatik und Informationstechnologie Informatik Künstliche Intelligenz (KI) Maschinelles Sehen, Bildverstehen
• ISBN: 9781447163190
• Sprache: Englisch
• Erscheinungsdatum: 20.01.2014
• Größe: 23.5 x 15.5 cm
• Verlag: Springer London