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Statistical Image Processing and Multidimensional Modeling
Paul Fieguth
€ 197.55
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Description for Statistical Image Processing and Multidimensional Modeling
Hardback. This book presents methods for solving multidimensional statistical problems. Covering both theory and applications, it emphasizes inverse problems, multidimensional modeling, random fields and hierarchical methods. Series: Information Science and Statistics. Num Pages: 454 pages, biography. BIC Classification: PBT; UG; UYAM; UYS. Category: (P) Professional & Vocational. Dimension: 237 x 161 x 33. Weight in Grams: 862.
Images are all around us! The proliferation of low-cost, high-quality imaging devices has led to an explosion in acquired images. When these images are acquired from a microscope, telescope, satellite, or medical imaging device, there is a statistical image processing task: the inference of something—an artery, a road, a DNA marker, an oil spill—from imagery, possibly noisy, blurry, or incomplete. A great many textbooks have been written on image processing. However this book does not so much focus on images, per se, but rather on spatial data sets, with one or more measurements taken over a two or higher dimensional space, ... Read more
Images are all around us! The proliferation of low-cost, high-quality imaging devices has led to an explosion in acquired images. When these images are acquired from a microscope, telescope, satellite, or medical imaging device, there is a statistical image processing task: the inference of something—an artery, a road, a DNA marker, an oil spill—from imagery, possibly noisy, blurry, or incomplete. A great many textbooks have been written on image processing. However this book does not so much focus on images, per se, but rather on spatial data sets, with one or more measurements taken over a two or higher dimensional space, ... Read more
Product Details
Format
Hardback
Publication date
2010
Publisher
Springer-Verlag New York Inc. United States
Number of pages
454
Condition
New
Series
Information Science and Statistics
Number of Pages
454
Place of Publication
New York, NY, United States
ISBN
9781441972934
SKU
V9781441972934
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
About Paul Fieguth
Paul Fieguth is a professor in Systems Design Engineering at the University of Waterloo in Ontario, Canada. He has longstanding research interests in statistical signal and image processing, hierarchical algorithms, data fusion, and the interdisciplinary applications of such methods, particularly to problems in medical imaging, remote sensing, and scientific imaging.
Reviews for Statistical Image Processing and Multidimensional Modeling
From the book reviews: “The book refers to 350 of up-to-date sources and each chapter suggests sample problems and numerical exercises. … it is a great book going much beyond a graduate course textbook, so it can be incredibly valuable for researchers in image computer sciences and various data analysis fields.” (Stan Lipovetsky, Technometrics, Vol. 54 (4), November, 2012) ... Read more