EAN: 9783319484921

ADVANCES IN COMPUTER VISION AND PATTERN RECOGNI...

This classroom-tested and easy-to-understand textbook reference describes the state of the art
in 3D reconstruction from multiple images  taking into consideration all aspects of programming
and implementation. Unlike other computer vision textbooks  this guide takes a unique approach
in which the initial focus is on practical application and the procedures necessary to actually
build a computer vision system. The theoretical background is then briefly explained afterwards
highlighting how one can quickly and simply obtain the desired result without knowing the
derivation of the mathematical detail. Features: reviews the fundamental algorithms underlying
computer vision  describes the latest techniques for 3D reconstruction from multiple images 
summarizes the mathematical theory behind statistical error analysis for general geometric
estimation problems  presents derivations at the end of each chapter  with solutions supplied
at the end of the book  provides additional material at an associated website.

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