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Communication Dans Un Congrès Année : 2019

A New Normalized Method of Object Shape-based Recognition and Localization

Résumé

This paper introduces a new normalized measure for the assessment of a contour-based object pose. This algorithm allows a supervised assessment of recognition and localization of known objects, the differences between a reference edge map and a candidate image are quantified by computing a performance measure. This measure is normalized and is able determine the degree to which an object shape differs from a desired position. Compared to 6 other approaches, experiments on real images at different sizes/scales exhibit the suitability of the new method for an object pose or shape matching estimation.
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Dates et versions

hal-02188474 , version 1 (18-07-2019)

Identifiants

Citer

Behrang Moradi, Hasan Abdulrahman+, Baptiste Magnier. A New Normalized Method of Object Shape-based Recognition and Localization. Conference: The International Conference on Pattern Recognition Systems (ICRPS-19)At: Tours, France, Jul 2019, Tours, France. ⟨10.1049/cp.2019.0246⟩. ⟨hal-02188474⟩
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