Autonomous Motion Segmentation of Multiple Objects in Low Resolution Video Using Variational Level Sets

[摘要] This report documents research that was done during a ten week internship in the Sapphire research group at the Lawrence Livermore National Laboratory during the Summer of 2003. The goal of the study was to develop an algorithm that is capable of isolating (segmenting) moving objects in low resolution video sequences. This capability is currently being developed by the Sapphire research group as the first stage in a longer term video data mining project. This report gives a chronological account of what ideas were tried in developing the algorithm and what was learned from each attempt. The final version of the algorithm, which is described in detail, gives good results and is fast.

[发布日期] 2003-11-18 [发布机构] Lawrence Livermore National Laboratory

[关键词] Lawrence Livermore National Laboratory;Mining;99 General And Miscellaneous//Mathematics, Computing, And Information Science;Algorithms;Sapphire