模式識別機器智能與生物特征識別

內(nèi)容概要

　　本書介紹廣泛應用的人工智能技術——模式識別及其應用的最新進展，收集了世界一流的模式識別、人工智能和生物特征識別技術領域?qū)＜揖帉懙?1章內(nèi)容，涵蓋模式識別與機器智能、計算機視覺與圖像處理、人臉識別與取證、生物特征身份驗證等多方面結(jié)合的研究。其應用跨越多個領域，從工程、科學研究和實驗，到生物醫(yī)學和醫(yī)學診斷，再到身份認證和國土安全。此外，《本書還介紹了人類行為的計算機建模和仿真。
　　本書是計算機與信息類以及通信與控制類專業(yè)研究生和相關研究人員的必備參考書。
　　P0trckS.P.Wang（王申培）美國東北大學教授，上海華東師大紫江學者，臺灣科技大學客座教授。

作者簡介

編者：（美國）王申培

書籍目錄

Part I: Pattern Recognition and Machine Intelligence
　1 A Review of Applications of Evolutionary Algorithms in Pattern
Recognition
　　1.1 Introduction
　　1.2 Basic Notions of Evolutionary Algorithms
　　1.3 A Review of EAs in Pattern Recognition
　　1.4 Future Research Directions
　　1.5 Conclusions
　　References
　2 Pattern Discovery and Recognition in Sequences
　　2.1 Introduction
　　2.2 Sequence Patterns and Pattern Discovery-A Brief Review.
　　2.3 Our Pattern Discovery Framework
　　2.4 Conclusion
　　References
　3 A Hybrid Method of Tone Assessment for Mandarin CALL
System
　　3.1 Introduction
　　3.2 Related Work
　　3.3 Proposed Approach
　　3.4 Experimental Procedure and Analysis
　　3.5 Conclusions
　　References
　4 Fusion with Infrared Images for an Improved Performance and
Perception
　　4.1 Introduction
　　4.2 The Principle of Infrared Imaging
　　4.3 Fusion with Infrared Images
　　4.4 Applications
　　4.5 Summary
　　References
　5 Feature Selection and Ranking for Pattern Classification in
Wireless Sensor Networks
　　5.1 Introduction
　　5.2 General Approach
　　5.3 Sensor Ranking
　　5.4 Experiments
　　5.5 Summary, Discussion and Conclusions
　　References
　6 Principles and Applications of RIDED-2D-A Robust Edge Detection
Method in Range Images
　　6.1 Introduction
　　6.2 Definitions and Analysis
　　6.3 Principles of Instantaneous Denoising and Edge
Detection
　　6.4 Experiments and Evaluations
　　6.5 Discussions and Applications
　　6.6 Conclusions and Prospects
　　References
　……
Part Ⅱ: Computer Vision and Image Processing Lens Shading
Correction for Dirt Detection
Part Ⅲ：Face Recognition and Forensics
PartⅣ：Biometric Authentication

章節(jié)摘錄

版權(quán)頁：插圖：As IEEE and ISIBM Distinguished Achieve-ment Awardee, Dr. Wang was on the faculty at University of Oregonand Boston University, and senior researcher at Southern Bell, GTE Labsand Wang Labs prior to his present position. Dr. Wang was Otto-Von-Guericke Distinguished Guest Professor of Magdeburg University, Germany,and iCORE （Informatics Circle of Research Excellence） visiting professorof University of Calgary, Canada, Honorary Advisor Professor for China'sSichuan University, Xiamen University, and Guangxi Normal University. Inaddition to his research experience at MIT AI Lab, Dr. Wang has been avisiting professor and invited to give lectures, do research and present papersin a number of countries and areas, from Europe, Asia and many univer-sities and industries in the U.S.A. and Canada. Dr. Wang has publishedover 160 technical papers and 26 books on Pattern Recognition, A.I. Bio-metrics and Imaging Technologies and has 30CR patents by US and Eu-rope Patent Bureaus. One of his books is so important and widely citedthat the USA Department of Homeland Security（DHS） uses it as refer-ence for Call For Proposals 2010.

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《模式識別、機器智能與生物特征識別(英文版)》：關鍵詞：模式識別，人工智能，生物識別、信息安全。

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