{"product_id":"multivariate-image-analysis-hardback-9780471930013","title":"Multivariate Image Analysis (Hardback) 9780471930013","description":"\u003cfont face=\"Georgia\"\u003e\r\n\u003cp\u003e\u003cfont size=\"6\"\u003eMultivariate Image Analysis\u003c\/font\u003e\u003cbr\u003e\r\n\r\n\r\n\r\n\r\n\r\n\u003c\/p\u003e\n\u003cp\u003e\u003cfont size=\"4\"\u003ePaul Geladi (Author), Hans Grahn (Author)\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e9780471930013, Wiley\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eHardback, published 27 November 1996\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e352 pages\u003cbr\u003e24.2 x 16.4 x 2.6 cm, 0.68 kg\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\r\n\r\n\r\n\u003cp align=\"justify\"\u003e\u003cstrong\u003e\u003cfont size=\"3\"\u003eThe quantity of visual information encountered experimentally by scientists across a wide range of fields has grown dramatically in recent years. As a result, the importance of dealing with multivariate data (data obtained by measuring a number of different quantities simultaneously) present in images has become much more important, and the requirement for techniques which are able to manage and analyse these data has become crucial for the practising scientist in many diverse disciplines. Multivariate Image Analysis gives the reader a sound understanding of the importance of, and the principles behind, multivariate image analysis. A short introduction to the image and its perception is followed by a discussion of some popular techniques of multivariate image formation, taken from fields such as microscopy, remote sensing and medical imaging. The principles behind one of the key multivariate techniques, principal components analysis, are thoroughly explained without going too far into the theory: The important concepts of residual visualization and local modelling are explained. Throughout, the power of the techniques discussed is demonstrated with the use of simple worked examples to illustrate the concepts, and more complex examples to indicate to the reader how a complete analysis would be carried out. The book is richly illustrated with colour images. Multivariate Image Analysis is of great interest to all those involved in the analysis of data contained in complex images. The techniques discussed are widely applicable, and are finding use in fields such as microscopy, satellite remote sensing, medical imaging, radiology, analytical chemistry, spectroscopy and astronomy.\u003c\/font\u003e\u003c\/strong\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eImages in the Natural Sciences and in Chemistry.\u003cbr\u003e \u003cbr\u003e Medical Diagnostic Tools: Magnetic Resonance Imaging.\u003cbr\u003e \u003cbr\u003e Principal Component Analysis with Basic Matrix Algebra andStatistics.\u003cbr\u003e \u003cbr\u003e Preprocessing and Transformation of Images.\u003cbr\u003e \u003cbr\u003e Principal Component Analysis on Multivariate Images.\u003cbr\u003e \u003cbr\u003e Principal Component Analysis on Covariance and Correlation Matricesof Multivariate Images.\u003cbr\u003e \u003cbr\u003e Visualization in Score Plots.\u003cbr\u003e \u003cbr\u003e The Residual and Residual Images.\u003cbr\u003e \u003cbr\u003e Local Models and Sampling.\u003cbr\u003e \u003cbr\u003e Miscellaneous Examples.\u003cbr\u003e \u003cbr\u003e Multivariate Image Analysis Applied to Magnetic ResonanceImages.\u003cbr\u003e \u003cbr\u003e Multivariate Image Regression.\u003cbr\u003e \u003cbr\u003e Epilog.\u003cbr\u003e \u003cbr\u003e References.\u003cbr\u003e \u003cbr\u003e Index.\u003cbr\u003e \u003cbr\u003e Plates.\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eSubject Areas: Chemistry [\u003ca title=\"See our other books on Chemistry\" href=\"https:\/\/freshlyprintedbooks.co.uk\/search?q=%22Chemistry%20%5BPN%5D%22\"\u003ePN\u003c\/a\u003e]\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003c\/font\u003e","brand":"Wiley","offers":[{"title":"Brand New","offer_id":52298070360344,"sku":"9780471930013","price":296.67,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0730\/2037\/5320\/files\/9780471930013.jpg?v=1781734427","url":"https:\/\/freshlyprintedbooks.co.uk\/products\/multivariate-image-analysis-hardback-9780471930013","provider":"Freshly Printed Books","version":"1.0","type":"link"}