Urban Tree Classification Based on Object-Oriented Approach and Random Forest Algorithm Using Unmanned Aerial Vehicle (UAV) Multispectral Imagery. - Qian Guo; Jian Zhang; Shijie Guo; Zhangxi Ye; Hui Deng; Xiaolong Hou; Houxi Zhang (Remote. Sens., 2022)

Extraction of Broad-Leaved Tree Crown Based on UAV Visible Images and OBIA-RF Model: A Case Study for Chinese Olive Trees. - Kaile Yang; Houxi Zhang; Fan Wang; Riwen Lai (Remote. Sens., 2022)

Extraction of Olive Crown Based on UAV Visible Images and the U2-Net Deep Learning Model. - Zhangxi Ye; Jiahao Wei; Yuwei Lin; Qian Guo; Jian Zhang; Houxi Zhang; Hui Deng; Kaijie Yang (Remote. Sens., 2022)

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. - Zhangxi Ye; Kaile Yang; Yuwei Lin; Shijie Guo; Yiming Sun; Xunlong Chen; Riwen Lai; Houxi Zhang (Comput. Electron. Agric., 2023)

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. - Chao Feng; Wenjiang Zhang; Hui Deng; Lei Dong; Houxi Zhang; Ling Tang; Yu Zheng; Zihan Zhao (Remote. Sens., 2023)

A new framework for GEOBIA: accurate individual plant extraction and detection using high-resolution RGB data from UAVs. - Kaile Yang; Zhangxi Ye; Huan Liu; Xiaoyu Su; Chenhui Yu; Houxi Zhang; Riwen Lai (Int. J. Digit. Earth, 2023)

A Study on the Classification of Shrubs and Grasses on the Tibetan Plateau Based on Unmanned Aerial Vehicle Multispectral Imagery. - Xiaoqiang Chen; Hui Deng; Wenjiang Zhang; Houxi Zhang (Remote. Sens., 2024)

County-Level Poverty Evaluation Using Machine Learning, Nighttime Light, and Geospatial Data. - Xiaoqian Zheng; Wenjiang Zhang; Hui Deng; Houxi Zhang (Remote. Sens., 2024)

Assessing the Potential of UAV for Large-Scale Fractional Vegetation Cover Mapping with Satellite Data and Machine Learning. - Xunlong Chen; Yiming Sun; Xinyue Qin; Jianwei Cai; Minghui Cai; Xiaolong Hou; Kaijie Yang; Houxi Zhang (Remote. Sens., 2024)