Read e-book online An Introduction to Object Recognition: Selected Algorithms PDF

By Marco Alexander Treiber

ISBN-10: 1447125789

ISBN-13: 9781447125785

ISBN-10: 1849962340

ISBN-13: 9781849962346

quick improvement of desktop has enabled utilization of computerized item acceptance in a growing number of functions, starting from business photo processing to scientific purposes, in addition to initiatives brought on by way of the common use of the net. each one quarter of software has its particular standards, and as a result those can't all be tackled correctly via a unmarried, general-purpose algorithm.

This easy-to-read text/reference offers a finished creation to the sector of item attractiveness (OR). The ebook provides an summary of the various functions for OR and highlights vital set of rules periods, offering consultant instance algorithms for every type. The presentation of every set of rules describes the elemental set of rules stream intimately, whole with graphical illustrations. Pseudocode implementations also are integrated for plenty of of the equipment, and definitions are provided for phrases that could be unusual to the amateur reader. assisting a transparent and intuitive educational kind, the use of arithmetic is saved to a minimum.

Topics and contours: offers instance algorithms protecting worldwide methods, transformation-search-based tools, geometrical version pushed equipment, 3D item acceptance schemes, versatile contour becoming algorithms, and descriptor-based equipment; explores every one procedure in its entirety, instead of targeting person steps in isolation, with a close description of the circulation of every set of rules, together with graphical illustrations; explains the $64000 ideas at size in a simple-to-understand sort, with a minimal utilization of arithmetic; discusses a wide spectrum of functions, together with a few examples from advertisement items; includes appendices discussing themes concerning OR and standard within the algorithms, (but now not on the middle of the equipment defined within the chapters).

Practitioners of commercial snapshot processing will locate this straightforward advent and review to OR a necessary reference, as will graduate scholars in desktop imaginative and prescient courses.

Marco Treiber is a software program developer at Siemens Electronics meeting structures, Munich, Germany, the place he's Technical Lead in snapshot Processing for the imaginative and prescient approach of SiPlace placement machines, utilized in SMT assembly.

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An Introduction to Object Recognition: Selected Algorithms for a Wide Variety of Applications (Advances in Computer Vision and Pattern Recognition) by Marco Alexander Treiber

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