Publication
Łukasz Kamiński, Paweł Gardziński, Krzysztof Kowalak, Sławomir Maćkowiak,
Unsupervised abnormal crowd activity detection in surveillance systems,
23rd International Conference on Systems, Signals and Image Processing, IWSSIP 2016, Bratislava, Slovakia, 23-25 May 2016,
Full textEndNoteCitation
Abstract
Unsupervised abnormal crowd activity detection in surveillance systems,
23rd International Conference on Systems, Signals and Image Processing, IWSSIP 2016, Bratislava, Slovakia, 23-25 May 2016,
Full textEndNoteCitation
Abstract
We propose an unsupervised method for abnormal crowd activity detection in surveillance systems. Proposed solution is using MPEG-7 Motion Activity descriptors and Particle Filter algorithm for classification. The experiments were performed on UMN dataset sequences. The detection results are comparable to results obtained by supervised methods.