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001 978-3-319-48550-8
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020 _a9783319485508
_9978-3-319-48550-8
024 7 _a10.1007/978-3-319-48550-8
_2doi
050 4 _aQ342
072 7 _aUYQ
_2bicssc
072 7 _aTEC009000
_2bisacsh
072 7 _aUYQ
_2thema
082 0 4 _a006.3
_223
100 1 _aOliva, Diego.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_958705
245 1 0 _aAdvances and Applications of Optimised Algorithms in Image Processing
_h[electronic resource] /
_cby Diego Oliva, Erik Cuevas.
250 _a1st ed. 2017.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2017.
300 _aXIII, 178 p. 53 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aIntelligent Systems Reference Library,
_x1868-4408 ;
_v117
505 0 _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.
520 _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.
650 0 _aComputational intelligence.
_97716
650 0 _aSignal processing.
_94052
650 0 _aArtificial intelligence.
_93407
650 1 4 _aComputational Intelligence.
_97716
650 2 4 _aSignal, Speech and Image Processing .
_931566
650 2 4 _aArtificial Intelligence.
_93407
700 1 _aCuevas, Erik.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_958706
710 2 _aSpringerLink (Online service)
_958707
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783319485492
776 0 8 _iPrinted edition:
_z9783319485515
776 0 8 _iPrinted edition:
_z9783319839691
830 0 _aIntelligent Systems Reference Library,
_x1868-4408 ;
_v117
_958708
856 4 0 _uhttps://doi.org/10.1007/978-3-319-48550-8
912 _aZDB-2-ENG
912 _aZDB-2-SXE
942 _cEBK
999 _c80200
_d80200