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CDnet 2014: An expanded change detection benchmark dataset

Wang, Yi; Jodoin, Pierre-Marc; Porikli, Fatih; Konrad, Janusz; Benezeth, Yannick; Ishwar, Prakash


Change detection is one of the most important lowlevel tasks in video analytics. In 2012, we introduced the (CDnet) benchmark, a video dataset devoted to the evalaution of change and motion detection approaches. Here, we present the latest release of the CDnet dataset, which includes 22 additional videos (70; 000 pixel-wise annotated frames) spanning 5 new categories that incorporate challenges encountered in many surveillance settings. We describe these categories in detail...[Show more]

CollectionsANU Research Publications
Date published: 2014
Type: Conference paper
Source: IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops
DOI: 10.1109/CVPRW.2014.126


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