Multi-Scale Blobs for Saliency Detection in Satellite Images

	Multi-Scale Blobs for Saliency Detection in Satellite Images
	Zhou, Yanan 1; Luo, Jiancheng 1; Hu, Xiaodong 1; Shen, Zhanfeng 1
刊名	JOURNAL OF THE INDIAN SOCIETY OF REMOTE SENSING
	2016
卷号	44 期号:2 页码:159-166
关键词	OZONE MONITORING INSTRUMENT LA-FOURNAISE VOLCANO RADIATIVE-TRANSFER MODEL APRIL 2007 ERUPTION NM SPECTRAL REGION SYSTEM RAMS-CMAQ SULFUR-DIOXIDE EAST-ASIA ACID-RAIN GEOPHYSICAL APPLICATIONS
通讯作者	Zhou, YN (reprint author), Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Beijing 100101, Peoples R China. ; Zhou, YN (reprint author), Chinese Acad Sci, Inst Remote Sensing & Digital Earth, Beijing 100101, Peoples R China. ; Zhou, YN (reprint author), Chengdu Univ Technol, Coll Geophys, Chengdu 610059, Sichuan, Peoples R China.
英文摘要	Saliency can be modeled as spatially localized and contrasted structures with higher blob density and higher blob evenness across scales in images. And it is likely to contain regions and objects of interest. So saliency detection is desired before further image processing and analysis. This paper presented an automatic and effective method for saliency detection in satellite images, based on multi-scale blob information. Firstly, multi-scale blob information were extracted from input images, to produce a blob map. Then, in the blob map, multi-level distance transform spread the blob information to the entire image, to generate a saliency map. Finally the saliency map was segmented to detect salient regions and to locate object centers. The experimental results illustrated its accuracy and stability for detecting salient regions (such as residential areas, parking lots and airplane docks) and for locating object centers in various satellite images.
学科主题	Environmental Sciences & Ecology; Remote Sensing
类目[WOS]	Environmental Sciences ; Remote Sensing
收录类别	SCI
语种	英语
WOS记录号	WOS:000375792500002
内容类型	期刊论文
源URL	[http://ir.radi.ac.cn/handle/183411/39474]
专题	遥感与数字地球研究所_SCI/EI期刊论文_期刊论文
作者单位	1.Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Beijing 100101, Peoples R China 2.Chinese Acad Sci, Inst Remote Sensing & Digital Earth, Beijing 100101, Peoples R China 3.Chengdu Univ Technol, Coll Geophys, Chengdu 610059, Sichuan, Peoples R China
推荐引用方式 GB/T 7714	Zhou, Yanan,Luo, Jiancheng,Hu, Xiaodong,et al. Multi-Scale Blobs for Saliency Detection in Satellite Images[J]. JOURNAL OF THE INDIAN SOCIETY OF REMOTE SENSING,2016,44(2):159-166.
APA	Zhou, Yanan,Luo, Jiancheng,Hu, Xiaodong,&Shen, Zhanfeng.(2016).Multi-Scale Blobs for Saliency Detection in Satellite Images.JOURNAL OF THE INDIAN SOCIETY OF REMOTE SENSING,44(2),159-166.
MLA	Zhou, Yanan,et al."Multi-Scale Blobs for Saliency Detection in Satellite Images".JOURNAL OF THE INDIAN SOCIETY OF REMOTE SENSING 44.2(2016):159-166.