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A WiSARD-based approach to Cdnet

Contributo in Atti di convegno
Data di Pubblicazione:
2013
Abstract:
In this paper, we present a WiSARD-based system (CwisarD) facing the problem of change detection (CD) in multiple images of the same scene taken at different time, and, in particular, motion in videos of the same view taken by a static camera. Although the proposed weightless neural approach is very simple and straightforward, it provides very good results in challenging with others approaches on the ChangeDetection.net benchmark dataset (CDnet).
Tipologia CRIS:
04.01 Contributo in Atti di convegno
Keywords:
OpenMP; background subtraction; video surveillance; weightless systems
Elenco autori:
DE GREGORIO, Massimo; Giordano, Maurizio
Autori di Ateneo:
DE GREGORIO MASSIMO
GIORDANO MAURIZIO
Link alla scheda completa:
https://iris.cnr.it/handle/20.500.14243/261674
Titolo del libro:
BRIICSS--CCI 2013, 1st BRICS Countries Congress on Computational Intelligence
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