Sparse-Distinctive Saliency Detection

CASIA OpenIR > 中国科学院工业视觉智能装备工程实验室 > 精密感知与控制

	Sparse-Distinctive Saliency Detection
	Luo, Yongkang1 ; Wang, Peng1 ; Zhu, Wenjun1 ; Qiao, Hong2
发表期刊	IEEE SIGNAL PROCESSING LETTERS
	2015-09-01
卷号	22 期号:9 页码:1378-1382
文章类型	Article
摘要	In this letter, we propose a novel saliency model for saliency detection, named sparse-distinctive (SD) saliency model. Different from the existing models that only consider sparsity or distinctness of image, the proposed model computes saliency based on sparsity and distinctness. The basic idea is that sparsity and distinctness contribute to saliency simultaneously and play different roles under different scenes. This sparse-distinctive saliency model is based on some key ideas introduced in this letter and supported by psychological evidence. Experimental results on public benchmark eye-tracking datasets show that considering the sparsity and distinctness for saliency can improve the accuracy of predicting human fixations, and the proposed model outperforms the mainstream models on predicting human fixations.
关键词	Distinctness Saliency Sparsity Visual Attention
WOS标题词	Science & Technology ; Technology
关键词[WOS]	Distinctness, saliency, sparsity, visual attention
收录类别	SCI
语种	英语
WOS研究方向	Engineering
WOS类目	Engineering, Electrical & Electronic
WOS记录号	WOS:000358598800005
引用统计	被引频次：4[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.ia.ac.cn/handle/173211/8880
专题	中国科学院工业视觉智能装备工程实验室_精密感知与控制
作者单位	1.The Research Center of Precision Sensing and Control, Institute of Automation, Chinese Academy of Sciences 2.The State Key Lab of Management and Control for Complex Systems, Institute of Automation, Chinese Academy of Sciences
第一作者单位	精密感知与控制研究中心
推荐引用方式 GB/T 7714	Luo, Yongkang,Wang, Peng,Zhu, Wenjun,et al. Sparse-Distinctive Saliency Detection[J]. IEEE SIGNAL PROCESSING LETTERS,2015,22(9):1378-1382.
APA	Luo, Yongkang,Wang, Peng,Zhu, Wenjun,&Qiao, Hong.(2015).Sparse-Distinctive Saliency Detection.IEEE SIGNAL PROCESSING LETTERS,22(9),1378-1382.
MLA	Luo, Yongkang,et al."Sparse-Distinctive Saliency Detection".IEEE SIGNAL PROCESSING LETTERS 22.9(2015):1378-1382.

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