From Gestalt Theory to Image Analysis pdf epub mobi txt 電子書下載2025

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出版者:Springer Verlag

作者:Desolneux, Agnes/ Moisan, Lionel/ Morel, Jean-Michel

出品人:

頁數:288

译者:

出版時間:2007-12

價格:$ 67.74

裝幀:HRD

isbn號碼:9780387726359

叢書系列:

圖書標籤:

圖像處理
神經科學
人工智能
Theory
格式塔心理學
圖像分析
視覺感知
計算機視覺
模式識彆
認知科學
圖像處理
心理物理學
知覺組織
人工智能

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具體描述

This book introduces a new theory in Computer Vision yielding elementary techniques to analyze digital images. These techniques are a mathematical formalization of the Gestalt theory. From the mathematical viewpoint the closest field to it is stochastic geometry, involving basic probability and statistics, in the context of image analysis. The book is mathematically self-contained, needing only basic understanding of probability and calculus. The text includes more than 130 illustrations, and numerous examples based on specific images on which the theory is tested. Detailed exercises at the end of each chapter help the reader develop a firm understanding of the concepts imparted.