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 | |
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. |
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