{"product_id":"image-processing-9780470745861","title":"Image Processing","description":"\u003cb\u003eBook Synopsis\u003c\/b\u003e\u003cbr\u003eFollowing the success of the first edition, this thoroughly updated second edition of \u003ci\u003eImage Processing: The Fundamentals\u003c\/i\u003e will ensure that it remains the ideal text for anyone seeking an introduction to the essential concepts of image processing. New material includes image processing and colour, sine and cosine transforms, Independent Component Analysis (ICA), phase congruency and the monogenic signal and several other new topics. These updates are combined with coverage of classic topics in image processing, such as orthogonal transforms and image enhancement, making this a truly comprehensive text on the subject.\u003cbr\u003e \u003cbr\u003e   \u003cp\u003eKey features:\u003c\/p\u003e \u003cul\u003e \u003cli\u003ePresents material at two levels of difficulty: the main text addresses the fundamental concepts and presents a broad view of image processing, whilst more advanced material is interleaved in boxes throughout the text, providing further reference for those who wish to examine each technique in depth.\u003c\/li\u003e \u003cli\u003eContains a larg\u003cbr\u003e\u003cbr\u003e\u003cb\u003eTrade Review\u003c\/b\u003e\u003cbr\u003e\u003cp\u003e\"Although many books are available in the area of image processing, this book \u003ci\u003eImage Processing, the Fundamentals\u003c\/i\u003e by Maria Petrou and Costas Petrou explains this subject in a distinctive way. In this book, the authors have attempted to capture new insights with a lot of examples in all the fundamental topics of image processing.\" (\u003ci\u003eIAPR Newsletter\u003c\/i\u003e, 1 January 2011)\u003c\/p\u003e \u003cp\u003e\"This book is an ideal teaching resource for both undergraduate and postgraduate students. It will also be of value to researchers of various disciplines from medicine to mathematics with a professional interest in image processing.\" (\u003ci\u003eZentralblatt MATH\u003c\/i\u003e, 2010)\u003c\/p\u003e\n\u003cbr\u003e\u003cbr\u003e\u003cb\u003eTable of Contents\u003c\/b\u003e\u003cbr\u003e\u003cp\u003ePreface xxiii\u003c\/p\u003e \u003cp\u003e\u003cb\u003e1 Introduction 1\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003e2 Image Transformations 47\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e2.1 Singular value decomposition 51\u003c\/p\u003e \u003cp\u003e2.2 Haar, Walsh and Hadamard transforms 74\u003c\/p\u003e \u003cp\u003e2.3 Discrete Fourier transform 94\u003c\/p\u003e \u003cp\u003e2.4 The even symmetric discrete cosine transform (EDCT) 138\u003c\/p\u003e \u003cp\u003e2.5 The odd symmetric discrete cosine transform (ODCT) 149\u003c\/p\u003e \u003cp\u003e2.6 The even antisymmetric discrete sine transform (EDST) 157\u003c\/p\u003e \u003cp\u003e2.7 The odd antisymmetric discrete sine transform (ODST) 167\u003c\/p\u003e \u003cp\u003e\u003cb\u003e3 Statistical Description of Images 177\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e3.1 Random fields 178\u003c\/p\u003e \u003cp\u003e3.2 Karhunen-Loeve transform 201\u003c\/p\u003e \u003cp\u003e3.3 Independent component analysis 234\u003c\/p\u003e \u003cp\u003e\u003cb\u003e4 Image Enhancement 293\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e4.1 Elements of linear filter theory 294\u003c\/p\u003e \u003cp\u003e4.2 Reducing high frequency noise 311\u003c\/p\u003e \u003cp\u003e4.3 Reducing low frequency interference 351\u003c\/p\u003e \u003cp\u003e4.4 Histogram manipulation 367\u003c\/p\u003e \u003cp\u003e4.5 Generic deblurring algorithms 383\u003c\/p\u003e \u003cp\u003e\u003cb\u003e5 Image Restoration 395\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e5.1 Homogeneous linear image restoration: inverse filtering 396\u003c\/p\u003e \u003cp\u003e5.2 Homogeneous linear image restoration: Wiener filtering 419\u003c\/p\u003e \u003cp\u003e5.3 Homogeneous linear image restoration: Constrained matrix inversion 436\u003c\/p\u003e \u003cp\u003e5.4 Inhomogeneous linear image restoration: the whirl transform 468\u003c\/p\u003e \u003cp\u003e5.5 Nonlinear image restoration: MAP estimation 490\u003c\/p\u003e \u003cp\u003e5.6 Geometric image restoration 513\u003c\/p\u003e \u003cp\u003e\u003cb\u003e6 Image Segmentation and Edge Detection 527\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e6.1 Image segmentation 528\u003c\/p\u003e \u003cp\u003e6.2 Edge detection 591\u003c\/p\u003e \u003cp\u003e6.3 Phase congruency and the monogenic signal 625\u003c\/p\u003e \u003cp\u003e\u003cb\u003e7 Image Processing for Multispectral Images 669\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e7.1 Image preprocessing for multispectral images 671\u003c\/p\u003e \u003cp\u003e7.2 The physics and psychophysics of colour vision 700\u003c\/p\u003e \u003cp\u003e7.3 Colour image processing in practice 742\u003c\/p\u003e \u003cp\u003eBibliographical notes 775\u003c\/p\u003e \u003cp\u003eReferences 777\u003c\/p\u003e \u003cp\u003eIndex 781\u003c\/p\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"John Wiley \u0026 Sons Inc","offers":[{"title":"Default Title","offer_id":48733787685207,"sku":"9780470745861","price":64.55,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0817\/1739\/5799\/files\/9780470745861.jpg?v=1720001688","url":"https:\/\/bookcurl.com\/products\/image-processing-9780470745861","provider":"Book Curl","version":"1.0","type":"link"}