图像仿射不变方法研究

出版时间：2009-8  出版社：哈尔滨工程大学出版社  作者：申丽然，尹清波　著  页数：140  

内容概要

本书研究的重点是旋转不变纹理分类和尺度不变模式识别。对旋转不变纹理分类的研究，我们提出了两种新方法，即基于Gabor小波的旋转不变纹理分类方法和基于圆形Gabor小波的旋转不变纹理分类方法。同时为了测定旋转纹理的角度，我们又提出了一种基于相位一致性的方向估计算法。对尺度不变模式识别的研究，我们提出了基于经验模态分解和梅林径向调和分解的方法。    本书可作为模式识别、图像处理及相近专业的研究生和专业人员的教材或参考书。

书籍目录

Chapter Ⅰ  Introduction  1.1  Background  1.2  The Problem of Invariance  1.3  Scope of the Research and Contribution of this Book  1.4  The Mathematical Background  1.5  Organization of This Book  1.6  SummaryChapter Ⅱ  Review of the Previous Works  2.1  Review of Rotation Invariant Texture Classification  2.2  Review of the Correlation Filters about Scale Invariant Pattern Recognition  2.3  SummaryChapter Ⅲ  The Proposed Invariant Methods  3.1  Proposed Rotation Invariant Texture Classification Methods[170,171,173,174]  3.2  Proposed Orientation Estimation Method[172]  3.3  Proposed Scale Invariant Pattern Recognition Method[168,169]  3.4  SummaryChapter Ⅳ  Experimental Results and Analysis  4.1  Experiments for Rotation Invariant Texture Classification  4.2  Experiments for Orientation Estimation  4.3  Experiments for Scale Invariant Pattern Recognition  4.4  SummaryChapter Ⅴ  Conclusion  5.1  Rotation-invariant texture classification Using Gabor wavelet  5.2  Rotation-Invariant Texture Classification Using Circular Gabor Wavelets  5.3  Orientation estimat on from phase congruency  5.4  Scale Invariant Pattern RecofnitionReference