LEADER 04827nam 22005775 450 001 9910484954103321 005 20230810232429.0 010 $a981-15-5873-6 024 7 $a10.1007/978-981-15-5873-3 035 $a(CKB)5460000000008635 035 $a(DE-He213)978-981-15-5873-3 035 $a(MiAaPQ)EBC6450900 035 $a(PPN)253251605 035 $a(EXLCZ)995460000000008635 100 $a20210104d2021 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aHandbook of Image Engineering /$fby Yu-Jin Zhang 205 $a1st ed. 2021. 210 1$aSingapore :$cSpringer Nature Singapore :$cImprint: Springer,$d2021. 215 $a1 online resource (XXXII, 1967 p. 790 illus., 618 illus. in color.) 311 $a981-15-5872-8 320 $aIncludes bibliographical references and index. 327 $aPart 1 Image Fundamentals -- 1 Image Basics -- 2 Image Engineering -- 3 Image Acquisition Devices -- 4 Image Acquisition Modes -- 5 Image Digitization -- 6 Image Display and Printing -- 7 Image Storage and Communication -- 8 Related Knowledge -- Part 2 Image Processing -- 9 Pixel Spatial Relationship -- 10 Image Transforms -- 11 Point Operations for Spatial Domain Enhancement -- 12 Mask Operations for Spatial Domain Enhancement -- 13 Frequency Domain Filtering -- 14 Image Restoration -- 15 Image Repair and Recovery -- 16 Image Reconstruction from Projection -- 17 Image Coding -- 18 Image Watermarking -- 19 Image Information Security -- 20 Color Image Processing -- 21 Video Image Processing -- 22 Multi-Resolution Image -- Part 3 Image Analysis -- 23 Segmentation Introduction -- 24 Edge Detection -- 25 Object Segmentation Methods -- 26 Segmentation Evaluation -- 27 Object Representation -- 28 Object Description -- 29 Feature Measurement and Error Analysis -- 30 Texture Analysis -- 31 Shape Analysis -- 32 Motion Analysis -- 33 Image Pattern Recognition -- 34 Biometric Recognition -- Part 4 Image Understanding -- 35 Theory of Image Understanding -- 36 3-D Representation and Description -- 37 Stereo Vision -- 38 Multi-image 3-D Scene Reconstruction -- 39 Single-image 3D Scene Reconstruction -- 40 Knowledge and Learning -- 41 General Image Matching -- 42 Scene Analysis and Interpretation -- 43 Image Information Fusion -- 44 Content-Based Retrieval -- 45 Spatial-Temporal Behavior Understanding -- Part 5 Related References -- 46 Related Theories and Techniques -- 47 Optics -- 48 Mathematical Morphology for Binary Images -- 49 Mathematical Morphology for Gray-Level Images -- 50 Visual Sensation and Perception -- 51 Application of Image Technology -- 52 International Organizations and Standards. 330 $aImage techniques have been developed and implemented for various purposes, and image engineering (IE) is a rapidly evolving, integrated discipline comprising the study of all the different branches of image techniques, and encompassing mathematics, physics, biology, physiology, psychology, electrical engineering, computer science and automation. Advances in the field are also closely related to the development of telecommunications, biomedical engineering, remote sensing, surveying and mapping, as well as document processing and industrial applications. IE involves three related and partially overlapping groups of image techniques: image processing (IP) (in its narrow sense), image analysis (IA) and image understanding (IU), and the integration of these three groups makes the discipline of image engineering an important part of the modern information era. This is the first handbook on image engineering, and provides a well-structured, comprehensive overview of this new discipline. It also offers detailed information on the various image techniques. It is a valuable reference resource for R&D professional and undergraduate students involved in image-related activities. 606 $aImage processing$xDigital techniques 606 $aComputer vision 606 $aMachine learning 606 $aMultimedia systems 606 $aComputer Imaging, Vision, Pattern Recognition and Graphics 606 $aMachine Learning 606 $aMultimedia Information Systems 615 0$aImage processing$xDigital techniques. 615 0$aComputer vision. 615 0$aMachine learning. 615 0$aMultimedia systems. 615 14$aComputer Imaging, Vision, Pattern Recognition and Graphics. 615 24$aMachine Learning. 615 24$aMultimedia Information Systems. 676 $a621.367 700 $aZhang$b Yu-Jin$f1954-$01217115 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bUtOrBLW 906 $aBOOK 912 $a9910484954103321 996 $aHandbook of image engineering$92814822 997 $aUNINA