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Performance Characterization in Computer Vision (Computational Imaging and Vision) Pdf

Download Performance Characterization in Computer Vision (Computational Imaging and Vision) Pdf

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Book Description:

This edited quantity addresses a topic which has been mentioned inten­ sively in the pc imaginative and prescient group for a number of years. Performance characterization and analysis of pc imaginative and prescient algorithms are of key significance, notably with respect to the configuration of dependable and ro­ bust pc imaginative and prescient techniques in addition to the dissemination of reconfigurable methods in novel software domains. Though a plethora of literature on this topic is on the market for sure' areas of pc imaginative and prescient, the re­ search group nonetheless faces a scarcity of a properly-grounded, usually accepted, and–ultimately-standardized strategies. The vary of elementary issues encoIl!passes the worth of artificial photographs in experimental pc imaginative and prescient, the choice of a consultant set of actual photographs associated to particular domains and duties, the definition of floor fact given totally different duties and purposes, the design of experimental check­ beds, the evaluation of algorithms with respect to common traits akin to complexity, useful resource consumption, convergence, stability, or vary of admissible enter data, the definition and evaluation of efficiency measures for courses of algorithms, the position of statistics-based mostly efficiency measures, the era of data sheets with efficiency measures of algorithms sup­ porting the system engineer in his configuration drawback, and the validity of mannequin assumptions for particular purposes of pc imaginative and prescient.




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