广东电力2018，Vol.31Issue(6)：107-113,7.DOI:10.3969/j.issn.1007-290X.2018.006.016
基于多特征融合的输电线路山火识别预警系统设计与实现
Design and Realization of Mountain Fire Identification Pre-warning System for Transmission Lines Based on Multi-feature Fusion
摘要
Abstract
In order to realize real-time monitoring and pre-warning for mountain fire in transmission lines,this paper studies and develops the mountain fire identification pre-warning system for transmission lines based on multi-feature fusion. It ex-tracts color feature,textural feature and area feature of images of mountain fire from the video image sequence,adopts fuzzy C-means clustering algorithm to fuse these three features and detect mountain fire in the video images,calculates burn-ing area and divides danger levels of mountain fire. It uses C／C++language to encapsulate the mountain fire identification algorithm into the digital signal processor (DSP)of the intelligent video monitoring device of the transmission line so as to realize real-time monitoring identification and pre-warning for mountain fire dangers by the backstage control center. Tes-ting results of actual application indicate this system has high operating efficiency and strong stability,and the identification precision reaches over 97%.关键词
智能视频监控/多特征融合/模糊C均值聚类/山火识别/C++语言Key words
intelligent video monitoring/mult-I feature fusion/fuzzy C-means clustering/mountain fire identifica-tion/C++language分类
信息技术与安全科学引用本文复制引用
邢晓强,黄新波,纪超,张烨,杨璐雅,刘成..基于多特征融合的输电线路山火识别预警系统设计与实现[J].广东电力,2018,31(6):107-113,7.基金项目
陕西省工业科技攻关项目(2016GY-052) （2016GY-052）
陕西省自然科学基础研究计划-青年项目(2017JQ6054) （2017JQ6054）
研究生创新基金项目(CX201728) （CX201728）
