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2020 – today
- 2024
[j8]Xiaoqian Zheng, Wenjiang Zhang, Hui Deng
, Houxi Zhang:
County-Level Poverty Evaluation Using Machine Learning, Nighttime Light, and Geospatial Data. Remote. Sens. 16(6): 962 (2024)- [j7]Xunlong Chen, Yiming Sun, Xinyue Qin, Jianwei Cai, Minghui Cai, Xiaolong Hou, Kaijie Yang, Houxi Zhang:
Assessing the Potential of UAV for Large-Scale Fractional Vegetation Cover Mapping with Satellite Data and Machine Learning. Remote. Sens. 16(19): 3587 (2024) - 2023
- [j6]Zhangxi Ye, Kaile Yang, Yuwei Lin, Shijie Guo, Yiming Sun, Xunlong Chen, Riwen Lai, Houxi Zhang:
A comparison between Pixel-based deep learning and Object-based image analysis (OBIA) for individual detection of cabbage plants based on UAV Visible-light images. Comput. Electron. Agric. 209: 107822 (2023) - [j5]Kaile Yang, Zhangxi Ye, Huan Liu, Xiaoyu Su, Chenhui Yu, Houxi Zhang, Riwen Lai:
A new framework for GEOBIA: accurate individual plant extraction and detection using high-resolution RGB data from UAVs. Int. J. Digit. Earth 16(1): 2599-2622 (2023) - [j4]Chao Feng, Wenjiang Zhang, Hui Deng, Lei Dong, Houxi Zhang, Ling Tang, Yu Zheng, Zihan Zhao:
A Combination of OBIA and Random Forest Based on Visible UAV Remote Sensing for Accurately Extracted Information about Weeds in Areas with Different Weed Densities in Farmland. Remote. Sens. 15(19): 4696 (2023) - 2022
- [j3]Zhangxi Ye, Jiahao Wei, Yuwei Lin, Qian Guo, Jian Zhang, Houxi Zhang, Hui Deng, Kaijie Yang:
Extraction of Olive Crown Based on UAV Visible Images and the U2-Net Deep Learning Model. Remote. Sens. 14(6): 1523 (2022) - [j2]Kaile Yang, Houxi Zhang, Fan Wang, Riwen Lai:
Extraction of Broad-Leaved Tree Crown Based on UAV Visible Images and OBIA-RF Model: A Case Study for Chinese Olive Trees. Remote. Sens. 14(10): 2469 (2022) - [j1]Qian Guo, Jian Zhang, Shijie Guo, Zhangxi Ye, Hui Deng, Xiaolong Hou, Houxi Zhang:
Urban Tree Classification Based on Object-Oriented Approach and Random Forest Algorithm Using Unmanned Aerial Vehicle (UAV) Multispectral Imagery. Remote. Sens. 14(16): 3885 (2022)
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