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Название: 2D Object Detection and Recognition
Автор: Yali Amit
Издательство: The MIT Press
Год: 2002
Формат: pdf
Страниц: 325
Размер: 10 Mb
Язык: English
A guide to the computer detection and recognition of 2D objects in gray-level images. Two important subproblems of computer vision are the detection and recognition of 2D objects in gray-level images. This book discusses the construction and training of models, computational approaches to efficient implementation, and parallel implementations in biologically plausible neural network architectures. The approach is based on statistical modelling and estimation, with an emphasis on simplicity, transparency, and computational efficiency.