Pyramid Framework for Early Vision (e-bog) af Rosenfeld, Azriel
Rosenfeld, Azriel (forfatter)

Pyramid Framework for Early Vision e-bog

436,85 DKK (inkl. moms 546,06 DKK)
Biological visual systems employ massively parallel processing to perform real-world visual tasks in real time. A key to this remarkable performance seems to be that biological systems construct representations of their visual image data at multiple scales. A Pyramid Framework for Early Vision describes a multiscale, or `pyramid', approach to vision, including its theoretical foundations,...
E-bog 436,85 DKK
Forfattere Rosenfeld, Azriel (forfatter)
Forlag Springer
Udgivet 6 december 2012
Genrer Automatic control engineering
Sprog English
Format pdf
Beskyttelse LCP
ISBN 9781461527923
Biological visual systems employ massively parallel processing to perform real-world visual tasks in real time. A key to this remarkable performance seems to be that biological systems construct representations of their visual image data at multiple scales. A Pyramid Framework for Early Vision describes a multiscale, or `pyramid', approach to vision, including its theoretical foundations, a set of pyramid-based modules for image processing, object detection, texture discrimination, contour detection and processing, feature detection and description, and motion detection and tracking. It also shows how these modules can be implemented very efficiently on hypercube-connected processor networks. A Pyramid Framework for Early Vision is intended for both students of vision and vision system designers; it provides a general approach to vision systems design as well as a set of robust, efficient vision modules.