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Showing 1 to 3 of 3 for “"Optimal Quantization"”.
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On Optimal Quantization and its Effect on Anomaly Detection and Image Classification
… is proposed which uses density estimation to optimally quantize the feature space to generate a codebook used by a bag-of-features (BoF) image classifier. This thesis shows that the optimal smoothing calculation in density estimation can be used to systematically quantize the feature space to …
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Finite state machine representation of digital signal processing systems
… by assigning at each of the filter variables an optimal quantization law. A filter optimised for a gaussian process is considered in detail. An error model is developed and applied to first and second order canonic form filter sections. Comparisons are drawn between the gaussian optimised filter …
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Optimale Quantisierung verallgemeinerter Cantor-Verteilungen
… definiert werden, wird das Problem der optimalen Quantisierung unter bestimmten Voraussetzungen vollständig gelöst. Es werden die optimalen Codebücher bestimmt und Formeln für den optimalen Quantisierungsfehler bewiesen. Im eindimensionalen Fall wird eine Existenzcharakterisierung der …