Co-Segmentation of Aircrafts from High-resolution Satellite Images

摘要：

　　Pnrely bottom-up,unsupervised target segmentation is one of the most challenging problems in satellite image interpretation within the computer vision community.In this paper,we focus on the problem of automatically segmenting aircrafts from high-resolution satellite images based on the idea of co-segmentation.First,we selectively segment out the regions of interest (ROIs) from the satellite images.Then,we apply a region based shadow detection and removal approach to remove shadows.Finally,the anisotropic heat diffusion model is employed to fulfill our co-segmentation task.Experimental results on a given dataset have demonstrated the effectiveness of our method.

关键词： aircrafts co-segmentation satellite images shadow removal anisotropic heat diffusion

作者: Kehe Cai Wen Shao Xiaoshuang Yin Gang Liu

作者单位: School of Electronic Information, Wuhan University, Wuhan, 430072, China

会议类型: 国际会议

会议名称: 2012 IEEE 11th International Conference on Signal Processing (第11届IEEE信号处理国际会议)

会议地点: 北京

会议语种:英文

页码: 993-996

在线出版日期: 2012-10-21（万方平台首次上网日期，不代表论文的发表时间）