贺紫平
发布时间: 2023-10-30 13:47:36 浏览量:
长沙理工大学计算机与通信工程学研究生导师基本信息表 |
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1、个人基本信息: |
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姓 名:贺紫平 |
性 别:女 |
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出生年月:1993年11月 |
技术职称:讲师 |
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毕业院校:河北工业大学 |
学历(学位):博士 |
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所在学科:数据科学与大数据技术 |
研究方向:机器学习、深度学习、高光谱图像处理 |
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2、教育背景: |
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天津城建大学 |
理学学士 |
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2016.09-2019.09 |
河北工业大学 |
硕博连读硕士阶段 |
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2021.10-2022.11 |
德国亥姆霍兹德累斯顿罗森多夫研究中心HZDR |
国家公派联培博士 |
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2018.09-2023.01 |
河北工业大学 |
工学博士 |
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3、目前研究领域: |
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少样本学习、半监督学习、高光谱图像处理 |
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4、已完成或已在承担的主要课题: |
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[1] 河北省自然科学基金项目,E2021202179,“面向测井大数据的智能挖掘方法研究”,2021.02-2023.12,10万元,参与 [2] 天津市自然科学基金项目,18JCYBJC16500, “CT图像肺结节智能检测技术研究”,2018.04-2021.03,10万元,已结题,参与 |
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6、已发表的学术论文: |
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[1] Ziping He, Kewen Xia, Pedram Ghamisi, Yuhen Hu, Shurui Fan, and Baokai Zu. HyperViTGAN: Semi-supervised Generative Adversarial Network with Transformer for Hyperspectral Image Classification[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2022, 15: 6053-6068. (第一作者,SCI) [2] Ziping He, Kewen Xia, Yuhen Hu, Zhixian Yin, Sijie Wang, and Jiangnan Zhang. Semi-supervised anchor graph ensemble for large-scale hyperspectral image classification[J]. International Journal of Remote Sensing, 2022, 43(5): 1894–1918. (第一作者,SCI) [3] Ziping He, Kewen Xia, Tiejun Li, Baokai Zu, Zhixian Yin, and Jiangnan Zhang. A constrained graph-based semi-supervised algorithm combined with particle cooperation and competition for hyperspectral image classification[J]. Remote Sensing, 2021, 13(2): 193. (第一作者,SCI) [4] Ziping He, Kewen Xia, Wenjia Niu, Nelofar Aslam, and Jingzhong Hou. Semisupervised SVM based on cuckoo search algorithm and its application[J]. Mathematical Problems in Engineering, 2018, 2018: 1–13. (第一作者,SCI) [5] 贺紫平, 夏克文, 潘用科, 王莉. 分支定界半监督SVM在油层识别中的应用[J]. 重庆邮电大学学报(自然科学版), 2019, 31(4): 141-148. (第一作者,CSCD) [6] Ziping He, Kewen Xia, Jiangnan Zhang, Sijie Wang, and Zhixian Yin. An Enhanced Semi-supervised Support Vector Machine Algorithm for Spectral-Spatial Hyperspectral Image Classification[J]. Pattern Recognition and Image Analysis, 2023, Accepted. (第一作者,EI) [7] Baokai Zu, Yafang Li, Jianqiang Li, Ziping He, Hongyuan Wang, and Panpan Wu, Cascaded Convolution-Based Transformer With Densely Connected Mechanism for Spectral–Spatial Hyperspectral Image Classification[J] IEEE Transactions on Geoscience and Remote Sensing, 2023, 61: 1-19. (SCI) [8] Baokai Zu, Hongyuan Wang, Jianqiang Li, Ziping He, Yafang Li, and Zhixian Yin. Weighted residual self-attention graph-based transformer for spectral–spatial hyperspectral image classification[J]. International Journal of Remote Sensing, 2023, 44(3): 852-877. (SCI) |
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7、 所获学术荣誉及学术影响: |
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联系地址:heziping@csust.edu.cn
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