研究领域
1. 机器学习/深度学习进行多传感器图像分析与处理
2. 基于贝叶斯估计理论的多源信息融合
3. 数据挖掘与数据建模
4. 机器视觉与工业智能
科研项目
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电力专家系统平台自然语言理解模块加工,完成,
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Enabling wide area persistent remote sensing for agriculture applications through developing and coordinating heterogeneous platforms. Newton Fund. ST/N006852/1, £1.5M. 1/05/2016-31/12/2019. 主要参与人,
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Highly Efficient Intelligent Irrigation Systems. Newton Fund, through ACTNN (Agri-Tech inChina: Newton Network+) at Rothamsted Research. PC003, £4k. 04/2017-08/2017. 主要参与人,
论文成果
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Zhang, Tianxiang, Jinya Su, Cunjia Liu, and Wen-Hua Chen. "State and parameter estimation of the AquaCrop model for winter wheat using sensitivity informed particle filter." Computers and Electronics in Agriculture 180 (2021): 105909. JCR一区.
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Zhang, Tianxiang, Jinya Su, Cunjia Liu, and Wen-Hua Chen. "Bayesian calibration of AquaCrop model for winter wheat by assimilating UAV multi-spectral images." Computers and Electronics in Agriculture 167 (2019): 105052. JCR一区.
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Zhang, Tianxiang, Jinya Su, Zhiyong Xu, Yulin Luo, and Jiangyun Li. "Sentinel-2 satellite imagery for urban land cover classification by optimized random forest classifier." Applied Sciences 11, no. 2 (2021): 543. JCR二区.
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Xu, Zhiyong, Weicun Zhang, Tianxiang Zhang, and Jiangyun Li. "HRCNet: High-Resolution Context Extraction Network for Semantic Segmentation of Remote Sensing Images." Remote Sensing 13, no. 1 (2021): 71. JCR二区 ESCI/EI检索.
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Zhang, Tian-Xiang, Jin-Ya Su, Cun-Jia Liu, and Wen-Hua Chen. "Potential bands of sentinel-2A satellite for classification problems in precision agriculture." International Journal of Automation and Computing 16, no. 1 (2019): 16-26..
专利软著
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著作成果
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