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A central problem in computer vision is to track objects as they move and deform in a video sequence. Stochastic algorithms -- in particular, particle filters and the Condensation algorithm -- have dramatically enhanced the state of the art for such visual tracking problems in recent years. This book presents a unified framework for visual tracking using particle filters, including the new technique of partitioned sampling which can alleviate the...
By John MacCormick
Series: Distinguished Dissertations
Paperback: 174 pages
Publisher: Springer; Softcover reprint of the original 1st ed. 2002 edition (September 16, 2011)
Language: English
ISBN-10: 1447111761
ISBN-13: 978-1447111764
Product Dimensions: 6.1 x 0.4 x 9.2 inches
Amazon Rank: 11326670
Format: PDF Text djvu ebook
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