Visual saliency detection based on visual center shift

被引:0
|
作者
Hu, Jinge [1 ]
Xiong, Jiang [1 ]
Feng, Yuming [1 ]
Onasanya, B. O. [1 ]
机构
[1] Chongqing Three Gorges Univ, Sch Comp Sci & Engn, Chongqing, Peoples R China
关键词
visual saliency; saliency map; multi-scale; image segmentation;
D O I
10.1109/ICACI52617.2021.9435891
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The saliency areas extracted by traditional visual saliency detection methods are not clear enough. This paper presents a visual saliency detection method based on visual center offset. On the basis of pre-segmentation of the image, the significant areas of the image are extracted by combining the color contrast, color distribution and location characteristics. Using visual center transfer to simulate the visual transfer process of human observation, the image is analyzed at multiple scales. The results indicate that this approach is efficient because ROC curve and Precision-Recall performed well.
引用
收藏
页码:227 / 232
页数:6
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