Multi-spectral dataset and its application in saliency detection

doi:10.1016/j.cviu.2013.07.002

OPT OpenIR > 光谱成像技术研究室

	Multi-spectral dataset and its application in saliency detection
	Wang, Qi; Zhu, Guokang; Yuan, Yuan
	2013-12-01
发表期刊	COMPUTER VISION AND IMAGE UNDERSTANDING
卷号	117 期号:12 页码:1748-1754
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.
文章类型	Article
关键词	Multi-spectral Near-infrared Saliency Regression Model
WOS标题词	Science & Technology ; Technology
DOI	10.1016/j.cviu.2013.07.002
收录类别	SCI ; EI
关键词[WOS]	VISUAL-ATTENTION ; REGION DETECTION ; COLOR ; IMAGES ; FEATURES ; OBJECTS ; MODEL
语种	英语
WOS研究方向	Computer Science ; Engineering
WOS类目	Computer Science, Artificial Intelligence ; Engineering, Electrical & Electronic
WOS记录号	WOS:000326136600010
引用统计	被引频次：31[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.opt.ac.cn/handle/181661/23449
专题	光谱成像技术研究室
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.

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Multi-spectral datas（1991KB）	期刊论文	出版稿	限制开放	CC BY	请求全文