Paper
23 January 2024 Rapid identification of signs of external force damage along the cable
Guanghua He, Xueling Huang, Zhijian Zhang, Ke Sun, Jinlong Qi, Wei Zhang
Author Affiliations +
Proceedings Volume 12978, Fourth International Conference on Geology, Mapping, and Remote Sensing (ICGMRS 2023); 129780U (2024) https://doi.org/10.1117/12.3021061
Event: 2023 4th International Conference on Geology, Mapping and Remote Sensing (ICGMRS 2023), 2023, wuhan, China
Abstract
In recent years, the laying of urban underground cables has become more and more extensive, and the external breaking accidents of underground cables caused by construction have occurred frequently, seriously endangering the safety of power grids and people's property. How to apply the advantages of satellite and change detection technology to the transmission corridor patrol inspection with high efficiency, simplicity and practical needs needs further research. In this paper, the realization of remote sensing technology to quickly identify the signs of broken transmission lines in the transmission corridor is studied. The idea of combining pixel level and object level methods is adopted, and the difference principal component analysis method is used to compress and enhance the multi band image information, and the main change information along the cable is compressed into the third principal component; On the third principal component of the difference value, the OTSU adaptive method is used to complete the initial recognition of the external broken signs; Finally, combined with the object-oriented constraints to eliminate salt and pepper phenomenon, the final recognition results are obtained. Through comparative experiments and accuracy verification, the overall accuracy of the quick identification result of external force damage signs along the cable is 0.96, and the identified boundary range is consistent with the actual external damage sign area.
(2024) Published by SPIE. Downloading of the abstract is permitted for personal use only.
Guanghua He, Xueling Huang, Zhijian Zhang, Ke Sun, Jinlong Qi, and Wei Zhang "Rapid identification of signs of external force damage along the cable", Proc. SPIE 12978, Fourth International Conference on Geology, Mapping, and Remote Sensing (ICGMRS 2023), 129780U (23 January 2024); https://doi.org/10.1117/12.3021061
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