Salient local binary pattern for ground-based cloud classification

CASIA OpenIR > 复杂系统管理与控制国家重点实验室 > 影像分析与机器视觉

	Salient local binary pattern for ground-based cloud classification
	Liu Shuang; Wang Chunheng; Xiao Baihua; Zhang Zhong; Shao Yunxue
发表期刊	ACTA METEOROLOGICA SINICA
	2013-04-01
卷号	27 期号:2 页码:211-220
文章类型	Article
摘要	Ground-based cloud classification is challenging due to extreme variations in the appearance of clouds under different atmospheric conditions. Texture classification techniques have recently been introduced to deal with this issue. A novel texture descriptor, the salient local binary pattern (SLBP), is proposed for ground-based cloud classification. The SLBP takes advantage of the most frequently occurring patterns (the salient patterns) to capture descriptive information. This feature makes the SLBP robust to noise. Experimental results using ground-based cloud images demonstrate that the proposed method can achieve better results than current state-of-the-art methods.
关键词	Salient Local Binary Pattern Local Binary Pattern Ground-based Cloud Classification
WOS标题词	Science & Technology ; Physical Sciences
关键词[WOS]	TEXTURE CLASSIFICATION ; SKY IMAGES ; RECOGNITION ; FEATURES ; SCALE
收录类别	SCI
语种	英语
WOS研究方向	Meteorology & Atmospheric Sciences
WOS类目	Meteorology & Atmospheric Sciences
WOS记录号	WOS:000318302000006
引用统计	被引频次：27[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.ia.ac.cn/handle/173211/3736
专题	复杂系统管理与控制国家重点实验室_影像分析与机器视觉
作者单位	Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China
第一作者单位	中国科学院自动化研究所
推荐引用方式 GB/T 7714	Liu Shuang,Wang Chunheng,Xiao Baihua,et al. Salient local binary pattern for ground-based cloud classification[J]. ACTA METEOROLOGICA SINICA,2013,27(2):211-220.
APA	Liu Shuang,Wang Chunheng,Xiao Baihua,Zhang Zhong,&Shao Yunxue.(2013).Salient local binary pattern for ground-based cloud classification.ACTA METEOROLOGICA SINICA,27(2),211-220.
MLA	Liu Shuang,et al."Salient local binary pattern for ground-based cloud classification".ACTA METEOROLOGICA SINICA 27.2(2013):211-220.