Download e-book for iPad: An Introduction to Object Recognition: Selected Algorithms by Marco Alexander Treiber
By Marco Alexander Treiber
This easy-to-read text/reference offers a finished creation to the sector of item acceptance (OR). The publication provides an outline of the varied purposes for OR and highlights very important set of rules periods, providing consultant instance algorithms for every type. The presentation of every set of rules describes the fundamental set of rules move intimately, entire with graphical illustrations. Pseudocode implementations also are integrated for lots of of the tools, and definitions are provided for phrases that could be unexpected to the beginner reader. aiding a transparent and intuitive educational type, using arithmetic is saved to a minimum.
Topics and contours: offers instance algorithms protecting worldwide methods, transformation-search-based equipment, geometrical version pushed equipment, 3D item popularity schemes, versatile contour becoming algorithms, and descriptor-based equipment; explores each one procedure in its entirety, instead of targeting person steps in isolation, with a close description of the movement of every set of rules, together with graphical illustrations; explains the real strategies at size in a simple-to-understand variety, with a minimal utilization of arithmetic; discusses a extensive spectrum of purposes, together with a few examples from advertisement items; includes appendices discussing issues with regards to OR and standard within the algorithms, (but no longer on the center of the tools defined within the chapters).
Practitioners of commercial picture processing will locate this straightforward creation and evaluation to OR a important 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 photograph Processing for the imaginative and prescient procedure of SiPlace placement machines, utilized in SMT assembly.
Read or Download An Introduction to Object Recognition: Selected Algorithms for a Wide Variety of Applications (Advances in Computer Vision and Pattern Recognition) PDF
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Extra resources for An Introduction to Object Recognition: Selected Algorithms for a Wide Variety of Applications (Advances in Computer Vision and Pattern Recognition)
An Introduction to Object Recognition: Selected Algorithms for a Wide Variety of Applications (Advances in Computer Vision and Pattern Recognition) by Marco Alexander Treiber