A Review of World's Fastest Connected Component Labeling Algorithms: Speed and Energy Estimation
Résumé
—Optimizing connected component labeling is cur-rently a very active research field. The current most effective algorithms although close in their design are based on different memory/computation trade-offs. This paper presents a review of these algorithms and a detailed benchmark on several Intel and ARM embedded processors that allows to focus on their advantages and drawbacks and to highlight how processor architecture impact them.
Domaines
Algorithme et structure de données [cs.DS] Architectures Matérielles [cs.AR] Traitement du signal et de l'image [eess.SP] Vision par ordinateur et reconnaissance de formes [cs.CV] Automatique / Robotique Traitement du signal et de l'image [eess.SP] Arithmétique des ordinateurs Calcul parallèle, distribué et partagé [cs.DC] Génie logiciel [cs.SE] Mathématique discrète [cs.DM] Robotique [cs.RO] Traitement des images [eess.IV]| Origine | Fichiers produits par l'(les) auteur(s) |
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