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-This book gives readers an intuitive appreciation for random functions, plus theory and processes necessary for sophisticated applications. It covers probability theory, random processes, canonical representation, optimal filtering, and random models. Second in the SPIE/IEEE Series on Imaging Science & Engineering.

It also presents theory along with applications, to help readers intuitively appreciate random functions.

Included are special cases in which probabilistic insight is more readily achievable. When provided, proofs are in the main body of the text and...

-An invaluable source for both imaging and software engineers, this practical guide thoroughly covers information in real-time systems, imaging, optimization, algorithms and hardware for image processing. You'll gain a comprehensive knowledge of the structure, computation, and application of the fundamental algorithms necessary to get the most out of your imaging technology.

Topics covered include:

• Basic hardware architecture
• Linear and non-linear image processing algorithms
• Efficient algorithms
• Optimization techniques
• Programming...