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010   $a3-319-48550-4
024 7 $a10.1007/978-3-319-48550-8
035   $a(CKB)3710000000961041
035   $a(DE-He213)978-3-319-48550-8
035   $a(MiAaPQ)EBC4746988
035   $a(PPN)197138438
035   $a(MiAaPQ)EBC6241973
035   $a(EXLCZ)993710000000961041
100   $a20161122d2017      u|         0
101 0 $aeng
135   $aurnn|008mamaa
181   $ctxt$2rdacontent
182   $cc$2rdamedia
183   $acr$2rdacarrier
200 10$aAdvances and Applications of Optimised Algorithms in Image Processing /$fby Diego Oliva, Erik Cuevas
205   $a1st ed. 2017.
210  1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2017.
215   $a1 online resource (XIII, 178 p. 53 illus.) 
225 1 $aIntelligent Systems Reference Library,$x1868-4408 ;$v117
311 08$a3-319-48549-0 
320   $aIncludes bibliographical references at the end of each chapters.
327   $aAn introduction to machine learning -- Optimization -- Electromagnetism ? Like Optimization Algorithm: An Introduction -- Digital image segmentation as an optimization problem -- Template matching using a physical inspired algorithm.-Detection of circular shapes in digital images -- A medical application: Blood cell segmentation by circle detection -- An EMO Improvement: Opposition-Based Electromagnetism-Like for Global Optimization.
330   $aThis book presents a study of the use of optimization algorithms in complex image processing problems. The problems selected explore areas ranging from the theory of image segmentation to the detection of complex objects in medical images. Furthermore, the concepts of machine learning and optimization are analyzed to provide an overview of the application of these tools in image processing. The material has been compiled from a teaching perspective. Accordingly, the book is primarily intended for undergraduate and postgraduate students of Science, Engineering, and Computational Mathematics, and can be used for courses on Artificial Intelligence, Advanced Image Processing, Computational Intelligence, etc. Likewise, the material can be useful for research from the evolutionary computation, artificial intelligence and image processing co.
410  0$aIntelligent Systems Reference Library,$x1868-4408 ;$v117
606   $aComputational intelligence
606   $aSignal processing
606   $aArtificial intelligence
606   $aComputational Intelligence
606   $aSignal, Speech and Image Processing
606   $aArtificial Intelligence
615  0$aComputational intelligence.
615  0$aSignal processing.
615  0$aArtificial intelligence.
615 14$aComputational Intelligence.
615 24$aSignal, Speech and Image Processing.
615 24$aArtificial Intelligence.
676   $a511.8
700   $aOliva$b Diego$4aut$4http://id.loc.gov/vocabulary/relators/aut$0866726
702   $aCuevas$b Erik$4aut$4http://id.loc.gov/vocabulary/relators/aut
801  0$bMiAaPQ
801  1$bMiAaPQ
801  2$bMiAaPQ
906   $aBOOK
912   $a9910153302403321
996   $aAdvances and Applications of Optimised Algorithms in Image Processing$92089225
997   $aUNINA