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000726865 020__ $$a9783319141725$$qelectronic book
000726865 020__ $$a3319141724$$qelectronic book
000726865 020__ $$z9783319141718
000726865 0247_ $$a10.1007/978-3-319-14172-5$$2doi
000726865 035__ $$aSP(OCoLC)ocn908195442
000726865 035__ $$aSP(OCoLC)908195442
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000726865 050_4 $$aTA1637$$b.D37 2015eb
000726865 08204 $$a006.6$$223
000726865 1001_ $$aDas, Apurba,$$cDr.,$$eauthor.
000726865 24510 $$aGuide to signals and patterns in image processing$$h[electronic resource] :$$bfoundations, methods and applications /$$cApurba Das.
000726865 264_1 $$aCham :$$bSpringer,$$c2015.
000726865 300__ $$a1 online resource (xxiv, 416 pages) :$$billustrations.
000726865 336__ $$atext$$btxt$$2rdacontent
000726865 337__ $$acomputer$$bc$$2rdamedia
000726865 338__ $$aonline resource$$bcr$$2rdacarrier
000726865 504__ $$aIncludes bibliographical references and index.
000726865 5050_ $$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.
000726865 506__ $$aAccess limited to authorized users.
000726865 520__ $$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.
000726865 588__ $$aOnline resource; title from PDF title page (SpringerLink, viewed April 30, 2015).
000726865 650_0 $$aImage processing$$xDigital techniques$$xMathematical models.
000726865 650_0 $$aOptical pattern recognition$$xMathematical models.
000726865 77608 $$iPrint version:$$z9783319141718
000726865 852__ $$bebk
000726865 85640 $$3SpringerLink$$uhttps://univsouthin.idm.oclc.org/login?url=http://link.springer.com/10.1007/978-3-319-14172-5$$zOnline Access$$91397441.1
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000726865 980__ $$aEBOOK
000726865 980__ $$aBIB
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000726865 983__ $$aOnline
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