图像分析、随机场和动态蒙特卡罗方法 pdf epub mobi txt 电子书下载 2024

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图书标签: 图像分析数学蒙特卡罗 MRF 随机场英文概率模型啊啊啊啊

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发表于2024-11-22

图像分析、随机场和动态蒙特卡罗方法 epub 下载 mobi 下载 pdf 下载 txt 电子书下载 2024

图像分析、随机场和动态蒙特卡罗方法 pdf epub mobi txt 电子书下载 2024

图书描述

This text is concerned with a probabilistic approach to image analysis as initiated by U. GRENANDER, D. and S. GEMAN, B.R. HUNT and many others, and developed and popularized by D. and S. GEMAN in a paper from 1984. It formally adopts the Bayesian paradigm and therefore is referred to as "Bayesian Image Analysis".

There has been considerable and still growing interest in prior models and, in particular, in discrete Markov random field methods. Whereas image analysis is replete with ad hoc techniques, Bayesian image analysis provides a general framework encompassing various problems from imaging. Among those are such "classical" applications like restoration, edge detection, texture discrimination, motion analysis and tomographic reconstruction. The subject is rapidly developing and in the near future is likely to deal with high-level applications like object recognition. Fascinating experiments by Y. CHOW,U. GRENANDER and D.M. KEENAN(1987), (1990) strongly support this belief.

　　本书为英文版。

图像分析、随机场和动态蒙特卡罗方法下载 mobi epub pdf txt 电子书