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000778173 020__ $$a9783319485508$$q(electronic book)
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000778173 0247_ $$a10.1007/978-3-319-48550-8$$2doi
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000778173 1001_ $$aOliva, Diego.
000778173 24510 $$aAdvances and applications of optimised algorithms in image processing /$$cDiego Oliva, Erik Cuevas.
000778173 260__ $$aCham, Switzerland :$$bSpringer,$$c2017.
000778173 300__ $$a1 online resource.
000778173 336__ $$atext$$btxt$$2rdacontent
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000778173 4901_ $$aIntelligent systems reference library,$$x1868-4394 ;$$vvolume 117
000778173 504__ $$aIncludes bibliographical references.
000778173 5050_ $$aAn introduction to machine learning -- Optimization -- Electromagnetism -- Like Optimization Algorithm: An Introduction -- Digital image segmentation as an optimization problem -- Template matching using a physical inspired algorithm.-Detection of circular shapes in digital images -- A medical application: Blood cell segmentation by circle detection -- An EMO Improvement: Opposition-Based Electromagnetism-Like for Global Optimization.
000778173 506__ $$aAccess limited to authorized users.
000778173 520__ $$aThis book presents a study of the use of optimization algorithms in complex image processing problems. The problems selected explore areas ranging from the theory of image segmentation to the detection of complex objects in medical images. Furthermore, the concepts of machine learning and optimization are analyzed to provide an overview of the application of these tools in image processing. The material has been compiled from a teaching perspective. Accordingly, the book is primarily intended for undergraduate and postgraduate students of Science, Engineering, and Computational Mathematics, and can be used for courses on Artificial Intelligence, Advanced Image Processing, Computational Intelligence, etc. Likewise, the material can be useful for research from the evolutionary computation, artificial intelligence and image processing co.
000778173 650_0 $$aImage processing$$xDigital techniques$$xData processing.
000778173 650_0 $$aImage processing$$xDigital techniques$$xMathematics.
000778173 7001_ $$aCuevas, Erik.
000778173 77608 $$iPrint version:$$aOliva, Diego.$$tAdvances and applications of optimised algorithms in image processing.$$dCham, Switzerland : Springer, 2017$$z3319485490$$z9783319485492$$w(OCoLC)959594242
000778173 830_0 $$aIntelligent systems reference library ;$$vv. 117.
000778173 852__ $$bebk
000778173 85640 $$3SpringerLink$$uhttps://univsouthin.idm.oclc.org/login?url=http://link.springer.com/10.1007/978-3-319-48550-8$$zOnline Access$$91397441.1
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