An Introduction to Object Recognition: Selected Algorithms by Marco Alexander Treiber PDF

By Marco Alexander Treiber

swift improvement of computing device has enabled utilization of automated item reputation in a growing number of functions, starting from commercial picture processing to clinical purposes, in addition to initiatives caused by means of the frequent use of the net. every one zone of software has its particular specifications, and as a result those can't all be tackled effectively by way of a unmarried, general-purpose algorithm.

This easy-to-read text/reference presents a finished advent to the sphere of item popularity (OR). The booklet provides an summary of the various purposes for OR and highlights vital set of rules sessions, proposing consultant instance algorithms for every classification. The presentation of every set of rules describes the elemental set of rules circulate intimately, whole with graphical illustrations. Pseudocode implementations also are integrated for plenty of of the tools, and definitions are provided for phrases that could be unusual to the beginner reader. assisting a transparent and intuitive instructional kind, the use of arithmetic is saved to a minimum.

Topics and lines: offers instance algorithms masking worldwide methods, transformation-search-based equipment, geometrical version pushed equipment, 3D item attractiveness schemes, versatile contour becoming algorithms, and descriptor-based tools; explores each one technique in its entirety, instead of concentrating on person steps in isolation, with an in depth description of the move of every set of rules, together with graphical illustrations; explains the $64000 suggestions at size in a simple-to-understand type, with a minimal utilization of arithmetic; discusses a extensive spectrum of functions, together with a few examples from advertisement items; includes appendices discussing themes regarding OR and known within the algorithms, (but now not on the middle of the tools defined within the chapters).

Practitioners of commercial photo processing will locate this straightforward creation and evaluate to OR a precious reference, as will graduate scholars in computing device imaginative and prescient courses.

Marco Treiber is a software program developer at Siemens Electronics meeting platforms, Munich, Germany, the place he's Technical Lead in photograph 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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