… Abstract—In this paper, we present a WiSARD-based system (CwisarD) … approach is very
simple and straightforward, it provides very good results in challenging with others approaches …

… , our approach, which is called CwisarDH and extends a previous method [4] still competing
in the CDNET … In this paper1 the proposed CwisarDH method to CD problem is described by …

… a good competitor in the CDnet 2014 challenge. Although our method classified 10th in the
… only the base change detectors, we are the 7th best method. Indeed, IUTIS-5 and IUTIS-3 are …

… on the 2012 CDnet dataset, a minimum of N = 35 samples was required for our method to be
used … between these two configurations was about 15% on the entire 2012 CDnet dataset. …

… The performance of the proposed algorithm is evaluated using various datasets such as
the CDnet 2014, SBI, LASIESTA, and our own datasets. The proposed algorithm shows …

… This typical way of functioning in CwisarDH [8] is the secret why WiSARD-based modeling
of background can be thought as an incremental process which, at the same time, adapts …

… CDnet ranks every algorithm that is willing to be public In this paper, average rankings across
categories provided in the CDnet … CDAs are provided in the CDnet, the proposed CO is …

… This category is also by far the hardest in CDnet 2012; we discuss it in detail later in this
section. The other categories shown in Table I deal with more traditional challenges of …

… Second, we show that training using all scenes in the CDnet 2014 dataset can improve the
generalization power. Hyper-parameters such as the number of difference images and the …

… CDnet contains diverse motion and change detection chal… A distinguishing feature of the
2012 CDnet is the fact that each … CDnet also supplies evaluation tools in Matlab and Python for …