Search results for "Grid Algorithm"

showing 2 items of 2 documents

A Harris-based Region Detector on a Computational Grid

2007

This paper introduces a new Harris-based feature detector algorithm, characterized by no parameters tuning to detect region of interest. Preliminary results show that the proposed methodology returns good results with respect to standard detectors which need a set of parameters. An uncommon parallel implementation of the proposed algorithm is presented to support the high computational workload which is required to avoid the approximation of the results. Our parallel approach differs from the conventional one because an internal scheduler, based on the expected running time, is used to balance the data distribution on a client-server model. The aim of this paper is also to underline the adv…

Settore INF/01 - InformaticaFeature detector Grid algorithm client-server paradigm adaptive scheduling.
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An Evolution of the Non-Parameter Harris Affine Corner Detector: A Distributed Approach

2009

A parallel version of a new automatic Harris-based corner detector is presented. A scheduler to dynamically and homogeneously distribute high computational workload on heterogeneous parallel architectures such as Grid systems has been implemented to speedup the whole procedure. Experimental results show the robustness of the underlying scheduler, which can be easily exploited in various automatic image analysis systems.

Settore ING-INF/05 - Sistemi Di Elaborazione Delle InformazioniSpeedupSettore INF/01 - InformaticaComputer scienceDetectorFeature extractionYarnParallel computingEdge detectionGrid AlgorithmCorner DetectorScheduling (computing)Robustness (computer science)Adaptive Schedulingvisual_artvisual_art.visual_art_mediumAffine transformationClient-server ParadigmComputer Science::Operating Systems2009 International Conference on Parallel and Distributed Computing, Applications and Technologies
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