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A WiSARD-based approach to Cdnet

Conference Paper
Publication Date:
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).
Iris type:
04.01 Contributo in Atti di convegno
Keywords:
OpenMP; background subtraction; video surveillance; weightless systems
List of contributors:
DE GREGORIO, Massimo; Giordano, Maurizio
Authors of the University:
DE GREGORIO MASSIMO
GIORDANO MAURIZIO
Handle:
https://iris.cnr.it/handle/20.500.14243/261674
Book title:
BRIICSS--CCI 2013, 1st BRICS Countries Congress on Computational Intelligence
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