Description: PATTERN THEORY : FROM REPRESENTATION TO INFERENCE BY MICHAEL MILLER AND ULF GRENANDERSOFTCOVER, 2007, OXFORD UNIVERSITY PRESSCONDITION: VERY GOOD Pattern Theory provides a comprehensive and accessible overview of the modern challenges in signal, data, and pattern analysis in speech recognition, computational linguistics, image analysis and computer vision. Aimed at graduate students in biomedical engineering, mathematics, computer science, and electrical engineering with a good background in mathematics and probability, the text include numerous exercises and an extensive bibliography. Additional resources including extended proofs, selected solutions and examples are available on a companion website. The book commences with a short overview of pattern theory and the basics of statistics and estimation theory. Chapters 3-6 discuss the role of representation of patterns via condition structure. Chapters 7 and 8 examine the second central component of pattern theory: groups of geometric transformation applied to the representation of geometric objects. Chapter 9 moves into probabilistic structures in the continuum, studying random processes and random fields indexed over subsets of Rn. Chapters 10 and 11 continue with transformations and patterns indexed over the continuum. Chapters 12-14 extend from the pure representations of shapes to the Bayes estimation of shapes and their parametric representation. Chapters 15 and 16 study the estimation of infinite dimensional shape in the newly emergent field of Computational Anatomy. Finally, Chapters 17 and 18 look at inference, exploring random sampling approaches for estimation of model order and parametric representing of shapes. ABOUT US: We are a 501(c)3 non-profit corporation. We sell books and other items donated by community members to raise money for our local library system. We fund services, reading programs and purchases not in their budget. Our organization has operated continuously in the same city since 1937. PROCEEDS BENEFIT OUR LOCAL LIBRARY PROGRAMS - THANK YOU! Please visit our store for more titles.https://www.ebay.com/usr/friendsofthepaloaltolibrary
Price: 79.99 USD
Location: Palo Alto, California
End Time: 2024-09-21T15:25:26.000Z
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Restocking Fee: No
Return shipping will be paid by: Buyer
All returns accepted: Returns Accepted
Item must be returned within: 30 Days
Refund will be given as: Money Back
Personalized: No
Country/Region of Manufacture: United States
Item Length: 9.6 in
Item Height: 1 in
Item Width: 7.4 in
Author: Ulf Grenander, Michael Miller
Publication Name: Pattern Theory : from Representation to Inference
Format: Trade Paperback
Language: English
Subject: Cognitive Psychology & Cognition, Computer Vision & Pattern Recognition, Imaging Systems
Publisher: Oxford University Press, Incorporated
Publication Year: 2007
Type: Textbook
Subject Area: Computers, Technology & Engineering, Psychology
Item Weight: 43.5 Oz
Number of Pages: 608 Pages
