賀紫平
發(fā)布時(shí)間: 2023-10-30 13:47:36 瀏覽量:
長(zhǎng)沙理工大學(xué)計(jì)算機(jī)與通信工程學(xué)研究生導(dǎo)師基本信息表 |
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1、個(gè)人基本信息: |
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姓 名:賀紫平 |
性 別:女 |
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出生年月:1993年11月 |
技術(shù)職稱:講師 |
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畢業(yè)院校:河北工業(yè)大學(xué) |
學(xué)歷(學(xué)位):博士 |
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所在學(xué)科:數(shù)據(jù)科學(xué)與大數(shù)據(jù)技術(shù) |
研究方向:機(jī)器學(xué)習(xí)、深度學(xué)習(xí)、高光譜圖像處理 |
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2、教育背景: |
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天津城建大學(xué) |
理學(xué)學(xué)士 |
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2016.09-2019.09 |
河北工業(yè)大學(xué) |
碩博連讀碩士階段 |
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2021.10-2022.11 |
德國(guó)亥姆霍茲德累斯頓羅森多夫研究中心HZDR |
國(guó)家公派聯(lián)培博士 |
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2018.09-2023.01 |
河北工業(yè)大學(xué) |
工學(xué)博士 |
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3、目前研究領(lǐng)域: |
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少樣本學(xué)習(xí)、半監(jiān)督學(xué)習(xí)、高光譜圖像處理 |
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4、已完成或已在承擔(dān)的主要課題: |
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[1] 河北省自然科學(xué)基金項(xiàng)目,E2021202179,“面向測(cè)井大數(shù)據(jù)的智能挖掘方法研究”,2021.02-2023.12,10萬(wàn)元,參與 [2] 天津市自然科學(xué)基金項(xiàng)目,18JCYBJC16500, “CT圖像肺結(jié)節(jié)智能檢測(cè)技術(shù)研究”,2018.04-2021.03,10萬(wàn)元,已結(jié)題,參與 |
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6、已發(fā)表的學(xué)術(shù)論文: |
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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] 賀紫平, 夏克文, 潘用科, 王莉. 分支定界半監(jiān)督SVM在油層識(shí)別中的應(yīng)用[J]. 重慶郵電大學(xué)學(xué)報(bào)(自然科學(xué)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、 所獲學(xué)術(shù)榮譽(yù)及學(xué)術(shù)影響: |
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聯(lián)系地址:heziping@csust.edu.cn
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