LEADER 04731nam 22006255 450 001 996465360903316 005 20200701155600.0 010 $a3-030-39364-X 024 7 $a10.1007/978-3-030-39364-9 035 $a(CKB)4100000011273719 035 $a(MiAaPQ)EBC6209681 035 $a(DE-He213)978-3-030-39364-9 035 $a(PPN)248395254 035 $a(EXLCZ)994100000011273719 100 $a20200526d2020 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aIntroduction to Medical Image Analysis$b[electronic resource] /$fby Rasmus R. Paulsen, Thomas B. Moeslund 205 $a1st ed. 2020. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2020. 215 $a1 online resource (185 pages) 225 1 $aUndergraduate Topics in Computer Science,$x1863-7310 311 $a3-030-39363-1 327 $aIntroduction -- Image Acquisition -- Image Storage and Compression -- Point Processing -- Neighborhood Processing -- Morphology -- BLOB Analysis -- Color Images -- Pixel Classification -- Geometric Transformations -- Image Registration -- Line and Path Detection -- Appendix A: Bits, Bytes and Binary Numbers -- Appendix B: Mathematical Definitions. 330 $aThis easy-to-follow textbook presents an engaging introduction to the fascinating world of medical image analysis. Avoiding an overly mathematical treatment, the text focuses on intuitive explanations, illustrating the key algorithms and concepts in a way which will make sense to students from a broad range of different backgrounds. Topics and features: Explains what light is, and how it can be captured by a camera and converted into an image, as well as how images can be compressed and stored Describes basic image manipulation methods for understanding and improving image quality, and a useful segmentation algorithm Reviews the basic image processing methods for segmenting or enhancing certain features in an image, with a focus on morphology methods for binary images Examines how to detect, describe, and recognize objects in an image, and how the nature of color can be used for segmenting objects Introduces a statistical method to determine what class of object the pixels in an image represent Describes how to change the geometry within an image, how to align two images so that they are as similar as possible, and how to detect lines and paths in images Provides further exercises and other supplementary material at an associated website This concise and accessible textbook will be invaluable to undergraduate students of computer science, engineering, medicine, and any multi-disciplinary courses that combine topics on health with data science. Medical practitioners working with medical imaging devices will also appreciate this easy-to-understand explanation of the technology. Dr. Rasmus R. Paulsen is an Associate Professor in the Department for Applied Mathematics and Computer Science of the Technical University of Denmark. Dr. Thomas B. Moeslund is a Professor and the Head of Media Technology at Aalborg University, Denmark, where he is also the Head of the Visual Analysis of People Laboratory. His other publications include the Springer titles Introduction to Video and Image Processing, Computer Vision in Sports, and Visual Analysis of Humans. 410 0$aUndergraduate Topics in Computer Science,$x1863-7310 606 $aOptical data processing 606 $aSignal processing 606 $aImage processing 606 $aSpeech processing systems 606 $aRadiology 606 $aImage Processing and Computer Vision$3https://scigraph.springernature.com/ontologies/product-market-codes/I22021 606 $aSignal, Image and Speech Processing$3https://scigraph.springernature.com/ontologies/product-market-codes/T24051 606 $aImaging / Radiology$3https://scigraph.springernature.com/ontologies/product-market-codes/H29005 615 0$aOptical data processing. 615 0$aSignal processing. 615 0$aImage processing. 615 0$aSpeech processing systems. 615 0$aRadiology. 615 14$aImage Processing and Computer Vision. 615 24$aSignal, Image and Speech Processing. 615 24$aImaging / Radiology. 676 $a616.0754 700 $aPaulsen$b Rasmus R$4aut$4http://id.loc.gov/vocabulary/relators/aut$0908693 702 $aMoeslund$b Thomas B$4aut$4http://id.loc.gov/vocabulary/relators/aut 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a996465360903316 996 $aIntroduction to Medical Image Analysis$92032251 997 $aUNISA LEADER 00856nam a2200193 i 4500 001 991004286937707536 005 20230908123346.0 008 230908s2001 it e 000 0 ita c 020 $a8821713865 040 $aBibl. 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