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Spatially correlated background subtraction, based on adaptive background maintenance

Journal of Visual Communication and Image Representation, 2012
Moving object detection in dynamic backgrounds remains a challenging problem. Our earlier work established that the background subtraction using the covariance matrix descriptor is robust for dynamic backgrounds. The work proposed herein extends this approach further, using just two features-Hu moment and intensity.
P. Chiranjeevi, S. Sengupta
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Wallflower: principles and practice of background maintenance

Proceedings of the Seventh IEEE International Conference on Computer Vision, 1999
Background maintenance is a frequent element of video surveillance systems. We develop Wallflower, a three-component system for background maintenance: the pixel-level component performs Wiener filtering to make probabilistic predictions of the expected background; the region-level component fills in homogeneous regions of foreground objects; and the ...
K. Toyama   +3 more
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Multiple Layer Based Background Maintenance in Complex Environment

Third International Conference on Image and Graphics (ICIG'04), 2005
A fast and efficient multiple layer background maintenance model is built to conserve the original and the current background separately. Fusing the properties of object motion in image pixels and the changes between the input video and the multiple background layers, this method could handle various sources of scene changes, including ghosts, abandon ...
null Tao Yang   +3 more
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Mortality outcomes and clinical background of children on maintenance dialysis without receiving kidney transplantation

Clinical and Experimental Nephrology, 2021
Some pediatric patients on maintenance dialysis may need end-of-life care in the future because of being excluded from the indication of kidney transplantation and experiencing difficulty in continuation of their dialysis. This study aimed to thoroughly elucidate mortality outcomes of children on maintenance dialysis including the cause of death and ...
Satoshi Hibino   +5 more
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Adaptive maintenance scheme for codebook-based dynamic background subtraction

Computer Vision and Image Understanding, 2016
An adaptive maintenance scheme for the codebook-based background subtraction algorithm is proposed.We develop an equal-qualification updating strategy to replace the maximum-negative-run-length-based filtering strategy.We substitute the cache-based foreground learning process with a random updating scheme.In the modified framework, parameters that are ...
Zhi Zeng   +3 more
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