LEADER 05032nam 22006374a 450 001 9910143565203321 005 20230617002958.0 010 $a1-280-53983-6 010 $a9786610539833 010 $a0-470-30899-0 010 $a0-471-72427-0 010 $a0-471-72426-2 035 $a(CKB)1000000000355538 035 $a(EBL)226629 035 $a(OCoLC)58651766 035 $a(SSID)ssj0000095630 035 $a(PQKBManifestationID)11119527 035 $a(PQKBTitleCode)TC0000095630 035 $a(PQKBWorkID)10063741 035 $a(PQKB)10486725 035 $a(MiAaPQ)EBC226629 035 $a(Au-PeEL)EBL226629 035 $a(CaPaEBR)ebr10114161 035 $a(CaONFJC)MIL53983 035 $a(EXLCZ)991000000000355538 100 $a20041028d2005 uy 0 101 0 $aeng 135 $aur|n|---||||| 181 $ctxt 182 $cc 183 $acr 200 10$a2-D and 3-D image registration for medical, remote sensing, and industrial applications$b[electronic resource] /$fA. Ardeshir Goshtasby 210 $aHoboken, NJ $cJ. Wiley & Sons$dc2005 215 $a1 online resource (280 p.) 300 $a"Wiley-Interscience publication." 311 $a0-471-64954-6 320 $aIncludes bibliographical references and index. 327 $a2-D and 3-D Image Registration; Contents; Preface; Acknowledgments; Acronyms; 1 Introduction; 1.1 Terminologies; 1.2 Steps in Image Registration; 1.3 Summary of the Chapters to Follow; 1.4 Bibliographical Remarks; 2 Preprocessing; 2.1 Image Enhancement; 2.1.1 Image smoothing; 2.1.2 Deblurring; 2.2 Image Segmentation; 2.2.1 Intensity thresholding; 2.2.2 Boundary detection; 2.3 Summary; 2.4 Bibliographical Remarks; 3 Feature Selection; 3.1 Points; 3.2 Lines; 3.2.1 Line detection using the Hough transform; 3.2.2 Least-squares line fitting; 3.2.3 Line detection using image gradients; 3.3 Regions 327 $a3.4 Templates3.5 Summary; 3.6 Bibliographical Remarks; 4 Feature Correspondence; 4.1 Point Pattern Matching; 4.1.1 Matching using scene coherence; 4.1.2 Matching using clustering; 4.1.3 Matching using invariance; 4.2 Line Matching; 4.3 Region Matching; 4.3.1 Shape matching; 4.3.2 Region matching by relaxation labeling; 4.4 Chamfer Matching; 4.4.1 Distance transform; 4.5 Template Matching; 4.5.1 Similarity measures; 4.5.2 Gaussian-weighted templates; 4.5.3 Template size; 4.5.4 Coarse-to-fine methods; 4.6 Summary; 4.7 Bibliographical Remarks; 5 Transformation Functions 327 $a5.1 Similarity Transformation5.2 Projective and Affine Transformations; 5.3 Thin-Plate Spline; 5.4 Multiquadric; 5.5 Weighted Mean Methods; 5.6 Piecewise Linear; 5.7 Weighted Linear; 5.8 Computational Complexity; 5.9 Properties of the Transformation Functions; 5.10 Summary; 5.11 Bibliographical Remarks; 6 Resampling; 6.1 Nearest Neighbor; 6.2 Bilinear Interpolation; 6.3 Cubic Convolution; 6.4 Cubic Spline; 6.5 Radially Symmetric Kernels; 6.6 Summary; 6.7 Bibliographical Remarks; 7 Performance Evaluation; 7.1 Feature Selection Performance; 7.2 Feature Correspondence Performance 327 $a7.3 Transformation Function Performance7.4 Registration Performance; 7.5 Summary; 7.6 Bibliographical Remarks; 8 Image Fusion; 8.1 Fusing Multi-Exposure Images; 8.1.1 Image blending; 8.1.2 Examples; 8.2 Fusing Multi-Focus Images; 8.3 Summary; 8.4 Bibliographical Remarks; 9 Image Mosaicking; 9.1 Problem Description; 9.2 Determining the Global Transformation; 9.3 Blending Image Intensities; 9.4 Examples; 9.5 Mosaicking Range Images; 9.6 Evaluation; 9.7 Summary; 9.8 Bibliographical Remarks; 10 Stereo Depth Perception; 10.1 Stereo Camera Geometry; 10.2 Camera Calibration; 10.3 Image Rectification 327 $a10.4 The Correspondence Process10.4.1 Constraints in stereo; 10.4.2 Correspondence algorithms; 10.5 Interpolation; 10.6 Summary; 10.7 Bibliographical Remarks; Glossary; References; Index 330 $aTo master the fundamentals of image registration, there is no more comprehensive source than 2-D and 3-D Image Registration. In addition to delving into the relevant theories of image registration, the author presents their underlying algorithms. You'll also discover cutting-edge techniques to use in remote sensing, industrial, and medical applications. Examples of image registration are presented throughout, and the companion Web site contains all the images used in the book and provides links to software and algorithms discussed in the text, allowing you to reproduce the results in the text 606 $aImage processing$xDigital techniques 606 $aImage analysis$xData processing 615 0$aImage processing$xDigital techniques. 615 0$aImage analysis$xData processing. 676 $a621.36/7 700 $aGoshtasby$b Ardeshir$0876166 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910143565203321 996 $a2-D and 3-D image registration for medical, remote sensing, and industrial applications$91956656 997 $aUNINA