Scipediacontent: Scipediacontent moved page Draft Content 381736740 to Wildes Derpanis 2011a

2021-02-02T06:58:29Z

Scipediacontent moved page Draft Content 381736740 to Wildes Derpanis 2011a

Scipediacontent: Created page with " == Abstract == This paper describes a system for classifying traffic congestion videos based on their observed visual dynamics. Central to the proposed system is treating tr..."

2021-02-02T06:58:25Z

Created page with " == Abstract == This paper describes a system for classifying traffic congestion videos based on their observed visual dynamics. Central to the proposed system is treating tr..."

New page

== Abstract ==

This paper describes a system for classifying traffic congestion videos based on their observed visual dynamics. Central to the proposed system is treating traffic flow identification as an instance of dynamic texture classification. More specifically, a recent discriminative model of dynamic textures is adapted for the special case of traffic flows. This approach avoids the need for segmentation, tracking and motion estimation that typify extant approaches. Classification is based on matching distributions (or histograms) of spacetime orientation structure. Empirical evaluation on a publicly available data set shows high classification performance and robustness to typical environmental conditions (e.g., variable lighting).

== Original document ==

The different versions of the original document can be found in:

* [http://www.cse.yorku.ca/~wildes/wildesWACV2010.pdf http://www.cse.yorku.ca/~wildes/wildesWACV2010.pdf]

* [http://xplorestaging.ieee.org/ielx5/5707201/5711474/05711560.pdf?arnumber=5711560 http://xplorestaging.ieee.org/ielx5/5707201/5711474/05711560.pdf?arnumber=5711560],
: [http://dx.doi.org/10.1109/wacv.2011.5711560 http://dx.doi.org/10.1109/wacv.2011.5711560]

* [http://yadda.icm.edu.pl/yadda/element/bwmeta1.element.ieee-000005711560 http://yadda.icm.edu.pl/yadda/element/bwmeta1.element.ieee-000005711560],
: [https://dblp.uni-trier.de/db/conf/wacv/wacv2011.html#DerpanisW11 https://dblp.uni-trier.de/db/conf/wacv/wacv2011.html#DerpanisW11],
: [https://ieeexplore.ieee.org/document/5711560 https://ieeexplore.ieee.org/document/5711560],
: [https://dl.acm.org/citation.cfm?id=1956981 https://dl.acm.org/citation.cfm?id=1956981],
: [https://academic.microsoft.com/#/detail/2144913102 https://academic.microsoft.com/#/detail/2144913102]

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Wildes Derpanis 2011a - Revision history

Scipediacontent: Scipediacontent moved page Draft Content 381736740 to Wildes Derpanis 2011a

Scipediacontent: Created page with " == Abstract == This paper describes a system for classifying traffic congestion videos based on their observed visual dynamics. Central to the proposed system is treating tr..."