ISCAS OpenIR  > 天基综合信息系统全国重点实验室
multiscale detection of salient regions
Wei Jiao; Peng Qi-Min; Lv Wen-Xian; Huang Wen-Jing
2009
Conference Name2009 4th IEEE Conference on Industrial Electronics and Applications, ICIEA 2009
Source2009 4th IEEE Conference on Industrial Electronics and Applications, ICIEA 2009
Conference Date43976
Conference PlaceXian, China
Indexed TypeEI
Publish PlaceUnited States
ISBN9781424428007
Department(1) Graduate University of Chinese Academy of Sciences, Beijing, China; (2) National Key Laboratory of Integrated Information System Technology, Institute of Software, Chinese Academy of Sciences, Beijing, China
English AbstractAn algorithm of multiscale salient region detection with precise boundaries is presented. Most of the existing salient region detection algorithms can only get position of salient regions in certain scale while no precise boundaries to distinguish them from background, so they are seldom useful for subsequent tasks such as feature extracting. Based on multiscale segmentation, the proposed algorithm is implemented as a bottom-up processing procedure. Global salient measurement is used to measure the visual stimulation of a region. Salient regions are preserved as seed nodes to the upper layer while the rest are merged together. With region merging, a salient region will be detected in a certain layer according to its scale. The position and precise boundary of a salient region can be detected simultaneously. Experiments demonstrate the validity of the algorithm. © 2009 IEEE.
KeywordFeature Extraction Industrial Electronics
Content Type会议论文
URIhttp://ir.iscas.ac.cn/handle/311060/8440
Collection天基综合信息系统全国重点实验室
Recommended Citation
GB/T 7714
Wei Jiao,Peng Qi-Min,Lv Wen-Xian,et al. multiscale detection of salient regions[C]. United States,2009.
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