Foundations of Quantization for Probability Distributions (Lecture Notes in Mathematics) | 
| Authors: Siegfried Graf, Harald Luschgy
Publisher: Springer
Category: Book
List Price: $59.95
Buy New: $59.81
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Sales Rank: 2149551
Media: Paperback
Edition: 1
Number Of Items: 1
Pages: 230
Shipping Weight (lbs): 0.7
Dimensions (in): 9.1 x 5.7 x 0.5
ISBN: 3540673946
Dewey Decimal Number: 510
EAN: 9783540673941
ASIN: 3540673946
Publication Date: June 16, 2000
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Condition: BRAND NEW
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Product Description
Due to the rapidly increasing need for methods of data compression, quantization has become a flourishing field in signal and image processing and information theory. The same techniques are also used in statistics (cluster analysis), pattern recognition, and operations research (optimal location of service centers). The book gives the first mathematically rigorous account of the fundamental theory underlying these applications. The emphasis is on the asymptotics of quantization errors for absolutely continuous and special classes of singular probabilities (surface measures, self-similar measures) presenting some new results for the first time. Written for researchers and graduate students in probability theory the monograph is of potential interest to all people working in the disciplines mentioned above.
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