王威 教授
個人簡介
王威，教授，博士生導師、湖南省“新基建智能機器人校企合作創新創業教育基地”主任、“電子信息新技術湖南省科普基地”負責人。教育部學科評估專家，湖南省科技評審專家。兼任湖南省教學數字化建設教學指導委員會委員，湖南省高等教育學會教育技術專委會理事長，湖南省通信學會副理事長。
主要研究方向：智能信息處理
研究成果：
先后主持國防973專題、國防預研基金、博士后科學基金，省自然科學基金等課題，與軍內其他單位聯合主持863軍口課題等3項，其他軍工項目等20余項，近年科研經費1000余萬元，所承擔項目已經在武器裝備上應用，取得了良好的軍事和社會效益；在《IEEE Transactions on Geoscience and Remote Sensing》、《測繪學報》等SCI期刊、國內權威期刊、CCF國際重要學術會議等發表科研論文70余篇；出版專著2部、教材2本，獲授權發明專利15項，軟件著作權6項；獲得湖南省國防科技進步二等獎一項，湖南省科技進步三等獎一項；指導研究生獲得省級優秀碩士論文一次。獲湖南省高等教育教學成果獎二等獎一項。
獲得授權的代表性發明專利主要有：
(1)王威, 鄒婷,王新. 基于D-MobileNet神經網絡的圖像分類方法, ZL201810465364.5.
(2)王威, 鄒婷, 王新, 李驥.基于密集連接的MobileNets模型的圖像分類方法及系統，ZL 201910653247.6.
(3)王威，王新，聶志雄.數字視頻幀間篡改檢測方法及系統，ZL201910653251.2.
(4)王新，王威，聶志雄.數字視頻幀內篡改檢測方法及系統，ZL201910653250.8.
(5)王威，胡億洋，王新，李驥.基于輕量級模型的新冠肺炎X射線圖像分類方法及系統。ZL202010991924.8.
(6)王威，黃霄，王新，等. X射線圖像識別方法、裝置、計算機設備及存儲介置.ZL202110093380.8.
(7)王威,許玉燕,王新,胡億洋,黃文迪. COVID-19胸部CT圖像識別方法、裝置及電子設備.ZL202110841119.1.
(8)王威,唐琛,王新,等. 多尺度特征融合遙感影像分割方法、裝置、設備和存儲器. ZL202111252286.9.
(9)王威,黃文迪,王新. 胸部，胸部 CT 圖像識別方法、裝置、計算機設備和存儲介質，ZL202111536612.9.
(10)王威,譚新愛,王新,等. 遙感圖像變化檢測方法、裝置、計算機設備和存儲介質. ZL202210003112.7.
(11)王威,鄧紀偉,王新. 遙感圖像分類方法、裝置、計算機設備和存儲介質.ZL202210076296.X.
22年至今論文代表作主要有：
(1)W. Wang, T. Hu, X. Wang* and J. Li, "BFRNet: Bidimensional Feature Representation Network for Remote Sensing Images Classification," in IEEE Transactions on Geoscience and Remote Sensing, vol. 61, pp. 1-13, 2023, Art no. 5621213, doi: 10.1109/TGRS.2023.3313800.（中科院一區）
(2)W. Wang, C. Liu, G. Liu and X. Wang, "CF-GCN: Graph Convolutional Network for Change Detection in Remote Sensing Images," in IEEE Transactions on Geoscience and Remote Sensing, vol. 62, pp. 1-13, 2024, Art no. 5607013, doi: 10.1109/TGRS.2024.3357085.（中科院一區）
(3)W. Wang, Y. Sun, J. Li and X. Wang. Frequency and spatial based multi-layer context network (FSCNet) for remote sensing scene classification[J].International Journal of Applied Earth Observation and Geoinformation, 2024, 128, 103781. doi: 10.1016/j.jag.2024.103781. （中科院一區）
(4)W. Wang, T. Yang and X. Wang, "From Spatial to Frequency Domain: A Pure Frequency Domain FDNet Model for the Classification of Remote Sensing Images," in IEEE Transactions on Geoscience and Remote Sensing, vol. 62, pp. 1-13, 2024, Art no. 5636413, doi: 10.1109/TGRS.2024.3438942.（中科院一區）
(5)王威, 鄭薇, 王新. 面向遙感圖像場景分類的LAG-MANet模型[J]. 測繪學報, 2024, 53(7): 1371-1383.（中文權威期刊）
(6)王威，李希杰，王新.ADC-CPANet：一種局部—全局特征融合的遙感圖像分類方法.遙感學報，2024, 28(10)：2661-2672.（中文權威期刊）
(7)王威, 鄧紀偉, 王新等. 面向遙感圖像場景分類的 GLFFNet模型[J]. 測繪學報, 2023, 52(10):1693-1702.（中文權威期刊）
(8)W. Wang, C. Tang, X. Wang and B. Zheng, "A ViT-Based Multiscale Feature Fusion Approach for Remote Sensing Image Segmentation," in IEEE Geoscience and Remote Sensing Letters, vol. 19, pp. 1-5, 2022, Art no. 4510305, doi: 10.1109/LGRS.2022.3187135. （當年中科院二區）
(9)W. Wang, L. Xia, X.Wang. AFPF-Net: Adjacent-level Feature Progressive Fusion Full Convolutional Network for Remote Sensing Change Detection. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.2024,17: 13853-13865.（當年中科院二區）
(10)W. Wang, H.Sun, X.Wang. LSSNet: A Method for Colon Polyp Segmentation Based on Local Feature Supplementation and Shallow Feature Supplementation. 27th International Conference On Medical Image Computing And Computer Assisted Intervention (MICCAI 2024).(CCF-B類會議)
(11)W. Wang, Y. Luo and X. Wang, "BEFNet: A Hybrid CNN-Mamba Architecture for Accurate Skin Lesion Image Segmentation," 2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Lisbon, Portugal, 2024, pp. 3795-3798, doi: 10.1109/BIBM62325.2024.10822106.(CCF-B類會議)
(12)Wei Wang, Longrun Wang and Xin Wang. GBA-Net: A Method for 3D Brain Tumor Segmentation Based on Multi-scale Gaussian Boundary Attention.International Conference on Acoustics, Speech and Signal Processing 2025(ICASSP2025).(CCF-B類會議)
(13)W. Wang, X. Tan, P. Zhang and X. Wang, "A CBAM Based Multiscale Transformer Fusion Approach for Remote Sensing Image Change Detection," in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 15, pp. 6817-6825, 2022, doi: 10.1109/JSTARS.2022.3198517.（當年中科院三區）
(14)W. Wang, Y. Zhang, X. Wang and J. Li, "A Boundary Guided Cross Fusion Approach for Remote Sensing Image Segmentation," in IEEE Geoscience and Remote Sensing Letters, vol. 21, pp. 1-5, 2024, Art no. 6002305, doi: 10.1109/LGRS.2024.3350690.（中科院三區）
(15)W. Wang, Y. Shi, X. Wang. RMFFNet: A Reverse Multi-Scale Feature Fusion Network for Remote Sensing Scene Classification. 2024 International Joint Conference on Neural Networks (IJCNN).(CCF-C類會議)
(16)W. Wang, Z. Zhou, X.Wang. A Multi-Scale Additive Enhanced Network for Remote Sensing Scene Classification. 2024 International Conference on Intelligent Computing(ICIC). (CCF-C類會議)
(17)W. Wang, J. He, X.Wang. A Method for Polyp Image Classification Based on Dual-domain Feature Extraction and Interaction Attention. 2024 International Conference on Intelligent Computing.(CCF-C類會議)
(18)W. Wang, L. Xia, X.Wang. Building Change Detection Based on Fully Convolutional Network in High-Resolution Remote Sensing Images. 2024 International Conference on Intelligent Computing.(CCF-C類會議)
(19)W. Wang, H.Sun, X.Wang.From Coarse to Fine: A Novel Colon Polyp Segmentation Method Like Human Observation. the 7th Chinese Conference on Pattern Recognition and Computer Vision(PRCV2024).(CCF-C類會議)
(20)Wei Wang, Yuewen Luo and Xin Wang. Multi-Stage Interaction and Multi-Scale Reconstruction: A Hybrid Attention Network for Skin Lesion Image Segmentation.The 21st IEEE Int'l Conf. on Ubiquitous Intelligence and Computing (UIC 2024)(CCF-C類會議)
(21)W. Wang, J. He and X. Wang, "Rethinking Feature Guidance for Medical Image Segmentation," in IEEE Signal Processing Letters, vol. 32, pp. 641-645, 2025, doi: 10.1109/LSP.2025.3526745. （中科院三區）
(22)王威, 黃文迪, 王新, 王瓏潤. 面向肺炎CT圖像識別的DL-CTNet模型[J]. 計算機輔助設計與圖形學學報, 2024, 36(1): 122-132. DOI: 10.3724/SP.J.1089.2024.19792.（中文EI期刊）
(23)王威, 孫鈺潔, 王新. 頻率和空間特征融合的輕量級多尺度遙感圖像場景分類網絡[J]. 吉林大學學報（工學版）, 錄用（中文EI期刊）
聯系方式
E-mail:wangwei@csust.edu.cn
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