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Markov Random Fields for Vision and Image Processing 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2025

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Steve Blake 作者

MIT Press

譯者

2011-8-16 出版日期

480 頁數

GBP 58.95 價格

Hardcover

叢書系列

9780262015776 圖書編碼

Markov Random Fields for Vision and Image Processing 在線電子書圖書標籤: 機器學習 segmentation MachineLearning CV 計算機視覺計算機圖形學機器視覺工具教程

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發表於2025-01-22

Markov Random Fields for Vision and Image Processing 在線電子書 epub 下載 mobi 下載 pdf 下載 txt 下載 2025

Markov Random Fields for Vision and Image Processing 在線電子書 epub 下載 pdf 下載 mobi 下載 txt 下載 2025

Markov Random Fields for Vision and Image Processing 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2025

Markov Random Fields for Vision and Image Processing 在線電子書用戶評價

評分☆☆☆☆☆

大神的好書

評分☆☆☆☆☆

大神的好書

評分☆☆☆☆☆

大神的好書

評分☆☆☆☆☆

大神的好書

評分☆☆☆☆☆

大神的好書

Markov Random Fields for Vision and Image Processing 在線電子書著者簡介

Andrew Blake是英國微軟劍橋研究院院長，是著名的Kinect項目負責人。

Markov Random Fields for Vision and Image Processing 在線電子書著者簡介

Markov Random Fields for Vision and Image Processing 在線電子書 pdf 下載 txt下載 epub 下載 mobi 在線電子書下載

Markov Random Fields for Vision and Image Processing 在線電子書圖書描述

This volume demonstrates the power of the Markov random field (MRF) in vision, treating the MRF both as a tool for modeling image data and, utilizing recently developed algorithms, as a means of making inferences about images. These inferences concern underlying image and scene structure as well as solutions to such problems as image reconstruction, image segmentation, 3D vision, and object labeling. It offers key findings and state-of-the-art research on both algorithms and applications.

After an introduction to the fundamental concepts used in MRFs, the book reviews some of the main algorithms for performing inference with MRFs; presents successful applications of MRFs, including segmentation, super-resolution, and image restoration, along with a comparison of various optimization methods; discusses advanced algorithmic topics; addresses limitations of the strong locality assumptions in the MRFs discussed in earlier chapters; and showcases applications that use MRFs in more complex ways, as components in bigger systems or with multiterm energy functions. The book will be an essential guide to current research on these powerful mathematical tools.

Markov Random Fields for Vision and Image Processing 在線電子書下載 mobi epub pdf txt 在線電子書下載

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