DocumentCode
692415
Title
A WiSARD-Based Approach to CDnet
Author
De Gregorio, Massimo ; Giordano, M.
Author_Institution
Ist. di Cibernetica “Eduardo Caianiello”, Consiglio Naz. delle Ric., Pozzuoli, Italy
fYear
2013
fDate
8-11 Sept. 2013
Firstpage
172
Lastpage
177
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).
Keywords
image motion analysis; natural scenes; neural nets; video signal processing; CDnet; ChangeDetection.net benchmark dataset; CwisarD; WiSARD-based system; change detection; multiple scene images; static camera; video motion; weightless neural approach; Biological neural networks; Cameras; Computational intelligence; Face; Image color analysis; Random access memory; Videos; OpenMP; background subtraction; video surveillance; weightless systems;
fLanguage
English
Publisher
ieee
Conference_Titel
Computational Intelligence and 11th Brazilian Congress on Computational Intelligence (BRICS-CCI & CBIC), 2013 BRICS Congress on
Conference_Location
Ipojuca
Type
conf
DOI
10.1109/BRICS-CCI-CBIC.2013.37
Filename
6855846
Link To Document