Multi-spectral dataset and its application in saliency detection

CORC > 西安光学精密机械研究所 > 中国科学院西安光学精密机械研究所 > 光学影像学习与分析中心

	Multi-spectral dataset and its application in saliency detection
	Wang, Qi; Zhu, Guokang; Yuan, Yuan
刊名	computer vision and image understanding
	2013-12-01
卷号	117 期号:12 页码:1748-1754
关键词	Multi-spectral Near-infrared Saliency Regression model
英文摘要	saliency detection has been researched a lot in recent years. traditional methods are mostly conducted and evaluated on conventional rgb images. few work has considered the incorporation of multi-spectral clues. considering the success of including near-infrared spectrum in applications such as face recognition and scene categorization, this paper presents a multi-spectral dataset and applies it in saliency detection. experiments demonstrate that the incorporation of near-infrared band is effective in the saliency detection procedure. we also test the combinational models for integrating visible and near-infrared bands. results show that there is no single model to effect on every saliency detection method. models should be selected according to the specific employed method. (c) 2013 elsevier inc. all rights reserved.
WOS标题词	science & technology ; technology
类目[WOS]	computer science, artificial intelligence ; engineering, electrical & electronic
研究领域[WOS]	computer science ; engineering
关键词[WOS]	visual-attention ; region detection ; color ; images ; features ; objects ; model
收录类别	SCI ; EI
语种	英语
WOS记录号	WOS:000326136600010
公开日期	2015-06-30
内容类型	期刊论文
源URL	[http://ir.opt.ac.cn/handle/181661/23449]
专题	西安光学精密机械研究所_光学影像学习与分析中心
作者单位	Chinese Acad Sci, Ctr OPT IMagery Anal & Learning OPTIMAL, Xian Inst Opt & Precis Mech, State Key Lab Transient Opt & Photon, Xian 710119, Peoples R China
推荐引用方式 GB/T 7714	Wang, Qi,Zhu, Guokang,Yuan, Yuan. Multi-spectral dataset and its application in saliency detection[J]. computer vision and image understanding,2013,117(12):1748-1754.
APA	Wang, Qi,Zhu, Guokang,&Yuan, Yuan.(2013).Multi-spectral dataset and its application in saliency detection.computer vision and image understanding,117(12),1748-1754.
MLA	Wang, Qi,et al."Multi-spectral dataset and its application in saliency detection".computer vision and image understanding 117.12(2013):1748-1754.