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王威 教授



   

个人简介

王威,教授,博士生导师、湖南省“新基建智能机器人校企合作创新创业教育基地”主任、“电子信息新技术湖南省科普基地”负责人。教育部学科评估专家,湖南省科技评审专家。兼任湖南省教学数字化建设教学指导委员会委员,湖南省高等教育学会教育技术专委会理事长,湖南省通信学会副理事长。


主要研究方向:智能信息处理


研究成果:

先后主持国防973专题、国防预研基金、博士后科学基金,省自然科学基金等课题,与军内其他单位联合主持863军口课题等3项,其他军工项目等20余项,近年科研经费1000余万元,所承担项目已经在武器装备上应用,取得了良好的军事和社会效益;在《IEEE Transactions on Geoscience and Remote Sensing》、《测绘学报》等SCI期刊、国内权威期刊、CCF国际重要学术会议等发表科研论文70余篇;出版专著2部教材2本,获授权发明专利15项,软件著作权6项;获得湖南省国防科技进步二等奖一项,湖南省科技进步三等奖一项;指导研究生获得省级优秀硕士论文一次。获湖南省高等教育教学成果奖二等奖一项。


获得授权的代表性发明专利主要有:

(1)王威, 邹婷,王新. 基于D-MobileNet神经网络的图像分类方法, ZL201810465364.5.

(2)王威, 邹婷, 王新, 李骥.基于密集连接的MobileNets模型的图像分类方法及系统,ZL 201910653247.6.

(3)王威,王新,聂志雄.数字视频帧间篡改检测方法及系统,ZL201910653251.2.

(4)王新,王威,聂志雄.数字视频帧内篡改检测方法及系统,ZL201910653250.8.

(5)王威,胡亿洋,王新,李骥.基于轻量级模型的新冠肺炎X射线图像分类方法及系统。ZL202010991924.8.

(6)王威,黄霄,王新,等. X射线图像识别方法、装置、计算机设备及存储介置.ZL202110093380.8.

(7)王威,许玉燕,王新,胡亿洋,黄文迪. COVID-19胸部CT图像识别方法、装置及电子设备.ZL202110841119.1.

(8)王威,唐琛,王新,等. 多尺度特征融合遥感影像分割方法、装置、设备和存储器. ZL202111252286.9.

(9)王威,黄文迪,王新. 胸部,胸部 CT 图像识别方法、装置、计算机设备和存储介质,ZL202111536612.9.

(10)王威,谭新爱,王新,等. 遥感图像变化检测方法、装置、计算机设备和存储介质. ZL202210003112.7.

(11)王威,邓纪伟,王新. 遥感图像分类方法、装置、计算机设备和存储介质.ZL202210076296.X.


22年至今论文代表作主要有:

(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.(中科院一区)

(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.(中科院一区)

(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. (中科院一区)

(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.(中科院一区)

(5)王威, 郑薇, 王新. 面向遥感图像场景分类的LAG-MANet模型[J]. 测绘学报, 2024, 53(7): 1371-1383.(中文权威期刊)

(6)王威,李希杰,王新.ADC-CPANet:一种局部—全局特征融合的遥感图像分类方法.遥感学报,2024, 28(10):2661-2672.(中文权威期刊)

(7)王威, 邓纪伟, 王新等. 面向遥感图像场景分类的 GLFFNet模型[J]. 测绘学报, 2023, 52(10):1693-1702.(中文权威期刊)

(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. (当年中科院二区)

(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.(当年中科院二区)

(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类会议)

(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类会议)

(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类会议)

(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.(当年中科院三区)

(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.(中科院三区)

(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类会议)

(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类会议)

(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类会议)

(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类会议)

(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类会议)

(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类会议)

(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. (中科院三区)

(22)王威, 黄文迪, 王新, 王珑润. 面向肺炎CT图像识别的DL-CTNet模型[J]. 计算机辅助设计与图形学学报, 2024, 36(1): 122-132. DOI: 10.3724/SP.J.1089.2024.19792.(中文EI期刊)

(23)王威, 孙钰洁, 王新. 频率和空间特征融合的轻量级多尺度遥感图像场景分类网络[J]. 吉林大学学报(工学版), 录用(中文EI期刊)


联系方式

E-mail:wangwei@csust.edu.cn


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