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Pattern theory: the stochastic analysis of real-world signals

D. L. Mumford-2010-01-01
92

TL;DRAbstract

0. What is pattern theory? -- 1. English text and Markov chains -- 2. Music and piecewise Gaussian models -- 3. Character recognition and syntactic grouping -- 4. Image texture, segmentation and Gibbs models -- 5. Faces and flexible templates -- 6. Natural scenes and their multiscale analysis.

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0. What is pattern theory? -- 1. English text and Markov chains -- 2. Music and piecewise Gaussian models -- 3. Character recognition and syntactic grouping -- 4. Image texture, segmentation and Gibbs models -- 5. Faces and flexible templates -- 6. Natural scenes and their multiscale analysis.

Keywords

Artificial intelligenceMathematicsGibbs samplingShape analysis (program analysis)GaussianPattern recognition (psychology)Computer scienceBayesian probability

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