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On fusion for robust motion segmentation | IEEE Conference Publication | IEEE Xplore
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On fusion for robust motion segmentation


Abstract:

While a multitude of motion segmentation algorithms have been presented in the literature, there has not been an objective assessment of different approaches to fusing th...Show More

Abstract:

While a multitude of motion segmentation algorithms have been presented in the literature, there has not been an objective assessment of different approaches to fusing their outputs. This paper investigates the application of 4 different fusion schemes to the outputs of 3 probabilistic pixel-level segmentation algorithms. We performed an extensive experimentation using 6 challenge categories from the changedetection.net dataset demonstrating that in general simple majority vote proves to be more effective than more complex fusion schemes.
Date of Conference: 25-28 August 2015
Date Added to IEEE Xplore: 26 October 2015
ISBN Information:
Conference Location: Karlsruhe, Germany

References

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