LEADER 04884nam 22006975 450 001 9910299227703321 005 20200701103628.0 010 $a3-319-14172-4 024 7 $a10.1007/978-3-319-14172-5 035 $a(CKB)3710000000404017 035 $a(SSID)ssj0001500997 035 $a(PQKBManifestationID)11830203 035 $a(PQKBTitleCode)TC0001500997 035 $a(PQKBWorkID)11524012 035 $a(PQKB)10238459 035 $a(DE-He213)978-3-319-14172-5 035 $a(MiAaPQ)EBC6312784 035 $a(MiAaPQ)EBC5588148 035 $a(Au-PeEL)EBL5588148 035 $a(OCoLC)908195442 035 $a(PPN)185484751 035 $a(EXLCZ)993710000000404017 100 $a20150422d2015 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt 182 $cc 183 $acr 200 10$aGuide to Signals and Patterns in Image Processing $eFoundations, Methods and Applications /$fby Apurba Das 205 $a1st ed. 2015. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2015. 215 $a1 online resource (XXIV, 416 p. 372 illus., 102 illus. in color.) 300 $aBibliographic Level Mode of Issuance: Monograph 311 $a3-319-14171-6 327 $aIntroduction to Digital Images -- Image Enhancement in the Spatial Domain -- Interpretation and Processing of Images in the Frequency Domain -- Color Science and Color Technology -- Wavelets: Multi-Resolution Image Processing -- Compression and Encoding of Images: Image Formats -- Morphology-Based Image Processing -- Patterns in Images and their Applications -- Psycho-Visual Pattern Recognition: Computer Vision -- Appendix A: Digital Differentiation and Edge Detection -- Appendix B: Elementary Probability Theory -- Appendix C: Frequently Used MATLAB Functions. 330 $aThis unique text/reference reviews the field of digital image processing from the different perspectives offered by the separate domains of signal processing and pattern recognition. The book describes a rich array of applications, representing the latest trends in industry and academic research. To inspire further interest in the field, a selection of elegant, worked-out numerical problems are also included in the text. The content is presented in an accessible manner, examining each topic in depth without assuming any prior knowledge from the reader, and providing additional background material in the appendices. Topics and features: Introduces the processes of sampling, quantization and encoding of images, as well as the operations of convolution and correlation, and the basic geometric transformations Covers image enhancement techniques in the spatial domain, the frequency domain, and the wavelet domain Describes the basics of the physics of light and color, and of the psycho-visual color system Reviews compression methods and formats for encoding images Discusses morphology-based image processing, which bridges signal processing and pattern recognition perspectives Examines state-of-the-art applications of techniques for feature extraction, selection, and reduction Investigates the modeling of object recognition in the human visual system for computer vision Provides electronic supplementary material, including MATLAB and C++ code, interactive GUI-based modules, and teaching slides at an associated website Appealing to a broad audience of students, tutors, researchers and professionals, this work offers an indispensable guide to image processing, pattern recognition and computer vision. The coverage draws upon the author?s extensive experience in academic teaching and training, government R&D, and private industry. 606 $aOptical data processing 606 $aPattern perception 606 $aSignal processing 606 $aImage processing 606 $aSpeech processing systems 606 $aImage Processing and Computer Vision$3https://scigraph.springernature.com/ontologies/product-market-codes/I22021 606 $aPattern Recognition$3https://scigraph.springernature.com/ontologies/product-market-codes/I2203X 606 $aSignal, Image and Speech Processing$3https://scigraph.springernature.com/ontologies/product-market-codes/T24051 615 0$aOptical data processing. 615 0$aPattern perception. 615 0$aSignal processing. 615 0$aImage processing. 615 0$aSpeech processing systems. 615 14$aImage Processing and Computer Vision. 615 24$aPattern Recognition. 615 24$aSignal, Image and Speech Processing. 676 $a006.42 700 $aDas$b Apurba$4aut$4http://id.loc.gov/vocabulary/relators/aut$0914110 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910299227703321 996 $aGuide to Signals and Patterns in Image Processing$92509319 997 $aUNINA