A Hierarchical Approach to Robust Background Subtraction using Color and Gradient Information
MOTION '02 Proceedings of the Workshop on Motion and Video Computing
Improved Adaptive Gaussian Mixture Model for Background Subtraction
ICPR '04 Proceedings of the Pattern Recognition, 17th International Conference on (ICPR'04) Volume 2 - Volume 02
A general method for human activity recognition in video
Computer Vision and Image Understanding - Special issue on modeling people: Vision-based understanding of a person's shape, appearance, movement, and behaviour
Multiple and variable target visual tracking for video-surveillance applications
Pattern Recognition Letters
Surveillance video stream analysis using adaptive background model and object recognition
ICCVG'10 Proceedings of the 2010 international conference on Computer vision and graphics: Part I
Multiclass object classification for real-time video surveillance systems
Pattern Recognition Letters
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The paper provides fundamental information about the SmartMonitor --- an innovative surveillance system based on video content analysis. We present a short introduction to the characteristics of the developed system and a brief review of methods commonly applied in surveillance systems nowadays. The main goal of the paper is to describe planned basic system parameters as well as to explain the reason for creating it. SmartMonitor is being currently developed but some experiments have already been performed and their results are provided as well.