A benchmark for background subtraction algorithms in monocular vision: a comparative study

Y Dhome, N Tronson, A Vacavant… - … conference on image …, 2010 - ieeexplore.ieee.org
Y Dhome, N Tronson, A Vacavant, T Chateau, C Gabard, Y Goyat, D Gruyer
2010 2nd international conference on image processing theory …, 2010ieeexplore.ieee.org
Background subtraction of video sequences is mainly regarded as a solved problem.
However, no complete benchmark about Background Subtraction Algorithms (BSA) has
been established, with ground truth and associated quality measures. One of the reasons is
that such comparative study needs annotated datasets. In this article, we propose a BSA
evaluation dataset built from realistic synthetic image and we compare six BSA, according to
several quality measures.
Background subtraction of video sequences is mainly regarded as a solved problem. However, no complete benchmark about Background Subtraction Algorithms (BSA) has been established, with ground truth and associated quality measures. One of the reasons is that such comparative study needs annotated datasets. In this article, we propose a BSA evaluation dataset built from realistic synthetic image and we compare six BSA, according to several quality measures.
ieeexplore.ieee.org
以上显示的是最相近的搜索结果。 查看全部搜索结果