Pfinder: Real-Time Tracking of the Human Body
IEEE Transactions on Pattern Analysis and Machine Intelligence
Learning Patterns of Activity Using Real-Time Tracking
IEEE Transactions on Pattern Analysis and Machine Intelligence
ViBe: A Universal Background Subtraction Algorithm for Video Sequences
IEEE Transactions on Image Processing
An anti-tampering algorithm based on an artificial intelligence approach
ISMIS'12 Proceedings of the 20th international conference on Foundations of Intelligent Systems
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In this paper we describe a motion detection module, which is part of Horus, a video surveillance system already deployed in field. The module integrates and improves upon existing algorithms, whose combination proves to be particularly effective in automatically detecting motion sequences in very noisy outdoor environments, with both diurnal and nocturnal illumination conditions. The system has been tested on some public-domain benchmarks, and also on a real application.