Multi-Scale Blobs for Saliency Detection in Satellite Images
文献类型：期刊论文
| 作者 | Zhou, Yanan1; Luo, Jiancheng1; Hu, Xiaodong1; Shen, Zhanfeng1 |
| 刊名 | JOURNAL OF THE INDIAN SOCIETY OF REMOTE SENSING
 |
| 出版日期 | 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 |
| 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. |
入库方式： OAI收割
来源：遥感与数字地球研究所
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