个人信息Personal Information
教授
博士生导师
硕士生导师
性别:男
毕业院校:大连理工大学
学位:博士
所在单位:数学科学学院
学科:计算数学
办公地点:创新园大厦(海山楼)B1313
联系方式:84708351-8093
电子邮箱:zxsu@dlut.edu.cn
Saliency detection via ranking with reconstruction error
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论文类型:期刊论文
发表时间:2014-09-01
发表刊物:Journal of Information and Computational Science
收录刊物:EI、Scopus
卷号:11
期号:13
页面范围:4467-4476
ISSN号:15487741
摘要:Recent years saliency detection plays an important role in computer vision. In the paper, we present a bottom-up salient object detection method. First, we compute two complementary coarse saliency maps based on the dense and sparse reconstruction errors considering the boundary priors. Then we rank the coarse maps and integrate the ranking values in a multiplication way. Finally, we compute an exact saliency map which is robust to the images with cluttered background. Extensive experiments on two public available databases demonstrate the superiority of the proposed method compared to 12 state-the-of-art approaches. Copyright ? 2014 Binary Information Press.