Monitoring of Vegetation Near Power Lines Based on Dynamic Programming using Satellite Stereo Images

被引:0
|
作者
Qayyum, Abdul [1 ]
Malik, Aamir Saeed [1 ]
Naufal, Mohamad [1 ]
Saad, Mohamad [1 ]
Iqbal, Mahboob [1 ]
Ahmad, Rana Fayyaz [1 ]
Abdullah, Tuan Ab Rashid Bin Tuan [2 ]
Ramli, Ahmad Quisti [2 ]
机构
[1] Univ Teknol PETRONAS, Dept Elect & Elect Engn, Ctr Intelligent Signal & Imaging Res, Tronoh 31750, Perak, Malaysia
[2] Univ Tenaga Nas, Kajang 43000, Selangor, Malaysia
来源
2014 IEEE INTERNATIONAL CONFERENCE ON SMART INSTRUMENTATION, MEASUREMENT AND APPLICATIONS (ICSIMA) | 2014年
关键词
QuickBird Satellite; Depth Map; Dynamic Programming; Block Matching; Transmission Poles; VISION;
D O I
暂无
中图分类号
TH7 [仪器、仪表];
学科分类号
0804 ; 080401 ; 081102 ;
摘要
Vegetation encroachment of high voltage power line endorsement space is an exceeding problem for electricity distribution companies. The electrical utilities have responsibility to impose their vegetation management proceeding so as to evade vegetation/trees near transmission power lines. When the height of trees/vegetation is increased and it makes a contact with the power lines, it may antecedent the power lines in result of blackouts. Blackouts come about due to vegetation encroachments can cause impressive compensation. The uninterrupted electric supply is very imperative for industries, businesses, and populous areas. It is indispensable for electricity companies to monitor the vegetation/trees near power lines, There are many approaches applicable to monitor vegetation/trees near the transmission line poles, but these approaches are time inefficient in terms of time and finance. In this paper, a novel technique for depth estimation of vegetation/trees is proposed. In the study, Dynamic Programming is employed on stereo satellite images to determine depth of vegetation and trees. The experimental results on QuickBird imagery exhibit that the proposed technique performs better compared to block matching technique in terms of accuracy.
引用
收藏
页数:6
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