{"product_id":"9780128092842","title":"Computer Vision: Principles, Algorithms, Applications, Learning","description":"\u003cp\u003eComputer Vision: Principles, Algorithms, Applications, Learning (previously entitled Computer and Machine Vision) clearly and systematically presents the basic methodology of computer vision, covering the essential elements of the theory while emphasizing algorithmic and practical design constraints. This fully revised fifth edition has brought in more of the concepts and applications of computer vision, making it a very comprehensive and up-to-date text suitable for undergraduate and graduate students, researchers and R\u0026amp;D engineers working in this vibrant subject.\u003c\/p\u003e\u003cp\u003eSee an interview with the author explaining his approach to teaching and learning computer vision - http:\/\/scitechconnect.elsevier.com\/computer-vision\/\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eThree new chapters on \u003cb\u003eMachine Learning\u003c\/b\u003e emphasise the way the subject has been developing; Two chapters cover \u003cb\u003eBasic Classification Concepts\u003c\/b\u003e and \u003cb\u003eProbabilistic Models; and the \u003c\/b\u003eThe third covers the principles of \u003cb\u003eDeep Learning Networks\u003c\/b\u003e and shows their impact on computer vision, reflected in a new chapter \u003cb\u003eFace Detection and Recognition\u003c\/b\u003e.\u003c\/li\u003e\n\u003cli\u003eA new chapter on \u003cb\u003eObject Segmentation and Shape Models\u003c\/b\u003e reflects the methodology of machine learning and gives practical demonstrations of its application.\u003c\/li\u003e\n\u003cli\u003eIn-depth discussions have been included on geometric transformations, the EM algorithm, boosting, semantic segmentation, face frontalisation, RNNs and other key topics.\u003c\/li\u003e\n\u003cli\u003eExamples and applications—including the location of biscuits, foreign bodies, faces, eyes, road lanes, surveillance, vehicles and pedestrians—give the ‘ins and outs’ of developing real-world vision systems, showing the realities of practical implementation.\u003c\/li\u003e\n\u003cli\u003eNecessary mathematics and essential theory are made approachable by careful explanations and well-illustrated examples.\u003c\/li\u003e\n\u003cli\u003eThe ‘recent developments’ sections included in each chapter aim to bring students and practitioners up to date with this fast-moving subject.\u003c\/li\u003e\n\u003cli\u003eTailored programming examples—code, methods, illustrations, tasks, hints and solutions (mainly involving MATLAB and C++)\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"Elsevier Science \u0026 Technology Books","offers":[{"title":"Default Title","offer_id":47776253772016,"sku":"9780128092842","price":124.95,"currency_code":"USD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0737\/7593\/9824\/files\/9780128092842_p0.jpg?v=1763640506","url":"https:\/\/shop-qa.barnesandnoble.com\/products\/9780128092842","provider":"Barnes \u0026 Noble (DEV)","version":"1.0","type":"link"}