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On the role and the importance of features for background modeling and foreground detection
Background modeling has emerged as a popular foreground detection technique for various
applications in video surveillance. Background modeling methods have become increasing …
applications in video surveillance. Background modeling methods have become increasing …
A survey on activity recognition and behavior understanding in video surveillance
This paper provides a comprehensive survey for activity recognition in video surveillance. It
starts with a description of simple and complex human activity, and various applications. The …
starts with a description of simple and complex human activity, and various applications. The …
Universal multimode background subtraction
In this paper, we present a complete change detection system named multimode
background subtraction. The universal nature of system allows it to robustly handle multitude …
background subtraction. The universal nature of system allows it to robustly handle multitude …
[CARTE][B] Background modeling and foreground detection for video surveillance
This book provides a complete overview of the concepts, algorithms, and applications
related to background modeling and foreground detection. It presents the top methods and …
related to background modeling and foreground detection. It presents the top methods and …
End-to-end video background subtraction with 3d convolutional neural networks
Background subtraction in videos is a highly challenging task by definition, as it lays on a
pixel-wise classification level. Therefore, great attention to detail is essential. In this paper …
pixel-wise classification level. Therefore, great attention to detail is essential. In this paper …
Occlusion handling in augmented reality: Past, present and future
One of the main goals of many augmented reality applications is to provide a seamless
integration of a real scene with additional virtual data. To fully achieve that goal, such …
integration of a real scene with additional virtual data. To fully achieve that goal, such …
Neural pathways and computations that achieve stable contrast processing tuned to natural scenes
Natural scenes are highly dynamic, challenging the reliability of visual processing. Yet,
humans and many animals perform accurate visual behaviors, whereas computer vision …
humans and many animals perform accurate visual behaviors, whereas computer vision …
A self-adaptive Gaussian mixture model
Z Chen, T Ellis - Computer Vision and Image Understanding, 2014 - Elsevier
Most background modeling techniques use a single leaning rate of adaptation that is
inadequate for real scenes because the background model is unable to effectively deal with …
inadequate for real scenes because the background model is unable to effectively deal with …
Maritime surveillance: Tracking ships inside a dynamic background using a fast level-set
Surveillance in a maritime environment is indispensable in the fight against a wide range of
criminal activities, including pirate attacks, unlicensed fishing trailers and human trafficking …
criminal activities, including pirate attacks, unlicensed fishing trailers and human trafficking …