Stochastic Algorithms for Visual Tracking 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2025

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Maccormick, F. 作者

Springer Verlag

譯者

出版日期

174 頁數

$ 134.47 價格

HRD

叢書系列

9781852336011 圖書編碼

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發表於2025-01-13

Stochastic Algorithms for Visual Tracking 在線電子書 epub 下載 mobi 下載 pdf 下載 txt 下載 2025

Stochastic Algorithms for Visual Tracking 在線電子書 epub 下載 pdf 下載 mobi 下載 txt 下載 2025

Stochastic Algorithms for Visual Tracking 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2025

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Stochastic Algorithms for Visual Tracking 在線電子書 pdf 下載 txt下載 epub 下載 mobi 在線電子書下載

Stochastic Algorithms for Visual Tracking 在線電子書圖書描述

A central problem in computer vision is to track objects as they move and deform in a video sequence. Stochastic algorithms -- in particular, particle filters and the Condensation algorithm -- have dramatically enhanced the state of the art for such visual tracking problems in recent years. This book presents a unified framework for visual tracking using particle filters, including the new technique of partitioned sampling which can alleviate the "curse of dimensionality" suffered by standard particle filters. The book also introduces the notion of contour likelihood: a collection of models for assessing object shape, colour and motion, which are derived from the statistical properties of image features. Because of their statistical nature, contour likelihoods are ideal for use in stochastic algorithms. A unifying theme of the book is the use of statistics and probability, which enable the final output of the algorithms presented to be interpreted as the computer's "belief" about the state of the world. The book will be of use and interest to students, researchers and practitioners in computer vision, and assumes only an elementary knowledge of probability theory.

Stochastic Algorithms for Visual Tracking 在線電子書下載 mobi epub pdf txt 在線電子書下載

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