Statistical Learning and Pattern Analysis for Image and Video Processing
Zheng, Nanning; Xue, Jianru
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Description for Statistical Learning and Pattern Analysis for Image and Video Processing
paperback. This textbook is an overview of theories, methodologies, and recent developments in the field, covering the theoretical foundation and providing a complete summary of the latest advances. It also presents key issues to be considered in making a real system. Series: Advances in Computer Vision and Pattern Recognition. Num Pages: 381 pages, 10 black & white tables, biography. BIC Classification: UG; UYQP; UYQV; UYT. Category: (P) Professional & Vocational. Dimension: 235 x 155 x 20. Weight in Grams: 587.
Why are We Writing This Book? Visual data (graphical, image, video, and visualized data) affect every aspect of modern society. The cheap collection, storage, and transmission of vast amounts of visual data have revolutionized the practice of science, technology, and business. Innovations from various disciplines have been developed and applied to the task of designing intelligent machines that can automatically detect and exploit useful regularities (patterns) in visual data. One such approach to machine intelligence is statistical learning and pattern analysis for visual data. Over the past two decades, rapid advances have been made throughout the ?eld of visual pattern ... Read more
Why are We Writing This Book? Visual data (graphical, image, video, and visualized data) affect every aspect of modern society. The cheap collection, storage, and transmission of vast amounts of visual data have revolutionized the practice of science, technology, and business. Innovations from various disciplines have been developed and applied to the task of designing intelligent machines that can automatically detect and exploit useful regularities (patterns) in visual data. One such approach to machine intelligence is statistical learning and pattern analysis for visual data. Over the past two decades, rapid advances have been made throughout the ?eld of visual pattern ... Read more
Product Details
Format
Paperback
Publication date
2012
Publisher
Springer United Kingdom
Number of pages
381
Condition
New
Series
Advances in Computer Vision and Pattern Recognition
Number of Pages
365
Place of Publication
England, United Kingdom
ISBN
9781447126737
SKU
V9781447126737
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
Reviews for Statistical Learning and Pattern Analysis for Image and Video Processing
From the reviews: “The level for which the text was aimed was quite introductory, giving a well executed explanation of not just the technique, but also the supporting techniques. This would serve the book well as a tool to someone learning the technique from new … . Overall I enjoyed the book … . I found that the subjects ... Read more