Salient local binary pattern for ground-based cloud classification
Liu Shuang; Wang Chunheng; Xiao Baihua; Zhang Zhong; Shao Yunxue
Source PublicationACTA METEOROLOGICA SINICA
2013-04-01
Volume27Issue:2Pages:211-220
SubtypeArticle
AbstractGround-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.
KeywordSalient Local Binary Pattern Local Binary Pattern Ground-based Cloud Classification
WOS HeadingsScience & Technology ; Physical Sciences
WOS KeywordTEXTURE CLASSIFICATION ; SKY IMAGES ; RECOGNITION ; FEATURES ; SCALE
Indexed BySCI
Language英语
WOS Research AreaMeteorology & Atmospheric Sciences
WOS SubjectMeteorology & Atmospheric Sciences
WOS IDWOS:000318302000006
Citation statistics
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/3736
Collection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
AffiliationChinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China
First Author AffilicationChinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China
Recommended Citation
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.
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