《Math Physics Foundation of Advanced Remote Sensing Digital Image Processing》根據(jù)作者十余年來(lái)以遙感數(shù)字圖像獲取、處理、輸出、應(yīng)用為體系開(kāi)展的系統(tǒng)研究工作所積累豐碩成果的基礎(chǔ)上,經(jīng)過(guò)匯總整理,完成了《Math Physics Foundation of Advanced Remote Sensing Digital Image Processing》。全書分為16章,從三部分來(lái)對(duì)遙感圖像處理進(jìn)行闡述,第一部分是基礎(chǔ)部分,主要從遙感的圖像總體性處理進(jìn)行介紹,主要內(nèi)容有遙感圖像處理的概念和《Math Physics Foundation of Advanced Remote Sensing Digital Image Processing》的框架,遙感圖像的數(shù)字化,顯示和常用的處理軟件,并著重介紹了遙感圖像圖處理的方法的數(shù)字基礎(chǔ),主要從直方圖,點(diǎn)運(yùn)算,代數(shù)運(yùn)算和幾何運(yùn)算幾方面來(lái)闡述。第二部分是遙感圖像數(shù)字處理的理論部分,主要涉及圖像內(nèi)部及像素間數(shù)學(xué)處理,主要從線性系統(tǒng)的卷積,從空間域到頻率的互變換,濾波的數(shù)學(xué)基礎(chǔ)和遙感圖像的采樣及正交基時(shí)頻域組合的正交基分析進(jìn)行分析。第三個(gè)部分是遙感圖像數(shù)字處理的應(yīng)用部分,主要涉及一些常用的圖像應(yīng)用的處理方法,包括:遙感圖像的復(fù)原和信息提取,遙感圖像的壓縮,遙感圖像的特征提取和模式識(shí)別,遙感圖像的數(shù)據(jù)融合與三維圖像的處理等。
Part 1 The System and the Overall Processing Foundation 1 Overview of Remote Sensing Digital Image Processing 2 System Support Conditions for Remote Sensing Digital Image Processing and Analysis 3 Mathematical Basis for the Overall Processing and Analysis of Remote Sensing Digital Images 4 Physical Foundation and Global Analysis of Remote Sensing Digital Images Part II Pixel Processing Theory and Methods 5 Remote Sensing Digital Image Pixel Processing Theory I : Linear System with Space - Time Domain Convolution 6 Remote Sensing Digital Image Pixel Processing Theory II : Time - Frequency Fourier Transform from Convolution to Multiplication 7 Remote Sensing Digital Image Pixel Processing Theory III : Frequency Domain Filtering 8 Remote Sensing Digital Image Pixel Processing Theory IV : Time Domain Sampling 9 Basics of Remote Sensing Digital Image Pixel Transformation I : Space - Time Equivalent Orthogonal Basis 10 Basics of Remote Sensing Digital Image Pixel Transformation II : Time - Frequency Orthogonal Basis Part III Technology and Application 11 Technology I of Remote Sensing Digital Image Processing : Noise Reduction and Image Reconstruction 12 Technology II of Remote Sensing Digital Image Processing : Digital Image Compression 13 Technology III of Remote Sensing Digital Image Processing : Pattern Recognition ( Image Segmentation ) 14 Technology III of Remote Sensing Digital Image Processing : Pattern Recognition ( Feature Extraction and Classification ) 15 Technology IV of Remote Sensing Digital Image Processing : Color Transformation and 3D Reconstruction 16 Applications of Remote Sensing Digital Image Processing