Estimation of Wind Turbine Height in High Resolution Remote Sensing Images

Peng ZHANG; Yun HOU; Yuanshuai DONG; Li CUI; Lin HU; Yijie MA; Chujiang LIAO

doi:10.3969/j.issn.1009-8518.2025.03.012

Spacecraft Recovery & Remote Sensing, Volume. 46, Issue 3, 121(2025)

Estimation of Wind Turbine Height in High Resolution Remote Sensing Images

Peng ZHANG^1,2,3, Yun HOU^1,2,3, Yuanshuai DONG^1,2,3, Li CUI^1,2,3, Lin HU^1,2,3, Yijie MA⁴, and Chujiang LIAO^5、*

Author Affiliations

¹Zhongzi Data Co., Ltd., Beijing 100089, China

²China Highway Engineering Consulting Corporation Co., Ltd., Beijing 100089, China

³Space Information Application and Disaster Prevention and Mitigation Technology Transportation Industry Research and Development Center, Beijing 100089, China

⁴Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, China

⁵Key Projects Engineering Center of State Administration of Science, Technology and Industry for National Defense, Beijing 100101, China

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Table 1. Comparison of various evaluation metrics of different models %
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Table 1. Comparison of various evaluation metrics of different models %
模型 P R IoU
DeepLabv3+（Xception） 90.13 91.44 84.39
DeepLabv3+（MobileNetv2） 90.90 92.96 86.03
本文模型 91.80 94.88 88.04

Table 2. The mean relative errors of different models %
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Table 2. The mean relative errors of different models %
模型训练数据测试数据
多元线性回归模型 4.54 5.42
随机森林回归模型 1.98 5.33

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Peng ZHANG, Yun HOU, Yuanshuai DONG, Li CUI, Lin HU, Yijie MA, Chujiang LIAO. Estimation of Wind Turbine Height in High Resolution Remote Sensing Images[J]. Spacecraft Recovery & Remote Sensing, 2025, 46(3): 121

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