Download e-book for iPad: An Introduction to 3D Computer Vision Techniques and by Boguslaw Cyganek,J. Paul Siebert

By Boguslaw Cyganek,J. Paul Siebert

ISBN-10: 047001704X

ISBN-13: 9780470017043

computing device imaginative and prescient encompasses the development of built-in imaginative and prescient structures and the appliance of imaginative and prescient to difficulties of real-world significance. the method of constructing 3D types remains to be fairly tough, requiring mechanical size of the digital camera positions or guide alignment of partial 3D perspectives of a scene. even if utilizing algorithms, it truly is attainable to take a suite of stereo-pair photographs of a scene after which instantly produce a photo-realistic, geometrically actual electronic 3D version.

This publication offers a accomplished advent to the equipment, theories and algorithms of 3D computing device imaginative and prescient. virtually each theoretical factor is underpinned with functional implementation or a operating set of rules utilizing pseudo-code and entire code written in C++ and MatLab®. there's the extra rationalization of an accompanying site with downloadable software program, case reviews and routines. Organised in 3 components, Cyganek and Siebert supply a quick background of imaginative and prescient learn, and subsequently:  

  • present uncomplicated low-level photo processing operations for snapshot matching, together with a separate bankruptcy on picture matching algorithms;
  • explain scale-space imaginative and prescient, in addition to area reconstruction and multiview integration;
  • demonstrate numerous useful functions for 3D floor imaging and analysis;
  • provide concise appendices on issues similar to the fundamentals of projective geometry and tensor calculus for snapshot processing, distortion and noise in photographs plus photo warping procedures.

An advent to 3D desktop imaginative and prescient Algorithms and Techniques is a beneficial reference for practitioners and programmers operating in 3D computing device imaginative and prescient, photograph processing and research in addition to desktop visualisation. it is going to even be of curiosity to complicated scholars and researchers within the fields of engineering, computing device technological know-how, scientific images, robotics, pics and mathematics.

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