multiscale detection of salient regions

	multiscale detection of salient regions
	Wei Jiao ; Peng Qi-Min ; Lv Wen-Xian ; Huang Wen-Jing
	2009
会议名称	2009 4th IEEE Conference on Industrial Electronics and Applications, ICIEA 2009
会议日期	43976
会议地点	Xian, China
关键词	Feature extraction Industrial electronics
英文摘要	An 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.
收录类别	EI
会议录	2009 4th IEEE Conference on Industrial Electronics and Applications, ICIEA 2009
会议录出版地	United States
ISBN号	9781424428007
内容类型	会议论文
源URL	[http://124.16.136.157/handle/311060/8440]
专题	软件研究所_综合信息系统技术国家级重点实验室 _会议论文
推荐引用方式 GB/T 7714	Wei Jiao,Peng Qi-Min,Lv Wen-Xian,et al. multiscale detection of salient regions[C]. 见:2009 4th IEEE Conference on Industrial Electronics and Applications, ICIEA 2009. Xian, China. 43976.