2d Object Detection and Recognition 2024 pdf epub mobi 電子書 下載


2d Object Detection and Recognition

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2d Object Detection and Recognition pdf epub mobi 圖書描述

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 modeling and estimation, with an emphasis on simplicity, transparency, and computational efficiency.The book describes a range of deformable template models, from coarse sparse models involving discrete, fast computations to more finely detailed models based on continuum formulations, involving intensive optimization. Each model is defined in terms of a subset of points on a reference grid (the template), a set of admissible instantiations of these points (deformations), and a statistical model for the data given a particular instantiation of the object present in the image. A recurring theme is a coarse to fine approach to the solution of vision problems. The book provides detailed descriptions of the algorithms used as well as the code, and the software and data sets are available on the Web.

2d Object Detection and Recognition 2024 pdf epub mobi 電子書 下載

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2d Object Detection and Recognition 2024 pdf epub mobi 電子書 下載

2d Object Detection and Recognition 2024 pdf epub mobi 電子書 下載

2d Object Detection and Recognition 2024 pdf epub mobi 電子書 下載



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出版者:The MIT Press
作者:Yali Amit
出品人:
頁數:324
譯者:
出版時間:2002-11-01
價格:USD 50.00
裝幀:Hardcover
isbn號碼:9780262011945
叢書系列:

圖書標籤: 計算機視覺   


2d Object Detection and Recognition 2024 pdf epub mobi 電子書 下載
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