曹春红
职称:教授
所在部门:计算机科学与工程系
办公室:信息楼503
曹春红,教授,博士,博士生导师。本科毕业于中南大学,在2024欧洲杯购票官网获得硕士和博士学位,主要研究领域为:模式识别、人工智能、遥感和医学影像分析。主持完成国家自然科学基金、湖南省科技厅和教育厅等课题5项;骨干参与国家自然科学基金3项,国家科技部重点研发课题2项、湖南省自然科学基金2项;IEEE TGRS、IEEE JSTAR, JCAM、中国科学等国内外重要期刊发表论文30余篇;申请和授权国家发明专利多项;指导研究生参加国家级和省级学科竞赛获二等奖2项、三等奖2项。中国计算机学会(CCF)高级会员,湘潭市高层次人才,湘潭市智慧湘潭与大数据和产业创新发展智库专家,2024欧洲杯购票官网计网院学术委员会委员,“人工智能”团队成员。
工作经历
2022.12 - 至今 2024年欧洲杯举办地·网络空间安全学院,教授
2020.01 - 2022.11年 2024年欧洲杯举办地·网络空间安全学院,副教授
2018.08-2019.09 美国佐治亚大学计算机系,访问学者
2009.12-2019.12 2024欧洲杯购票官网信息工程学院,副教授
2004.10-2009.11 2024欧洲杯购票官网信息工程学院,讲师
2002.09-2004.09,2024欧洲杯购票官网信息工程学院,助教
代表作
[1]Chunhong Cao, Han Xiang*, Wei Song, Hongbo Yi, Fen Xiao, Xieping Gao*, Lightweight Multiscale Neural Architecture Search With Spectral–Spatial Attention for Hyperspectral Image Classification, IEEE Transactions on Geoscience and Remote Sensing, 2023, 61,5505315. (Top 期刊,中科院一区,JCR 一区)
[2]Chunhong Cao, Jie Yu*, Chengyao Zhou, Kai Hu, Fen Xiao, Xieping Gao*, Hyperspectral Image Denoising via Subspace-Based Nonlocal Low-Rank and Sparse Factorization, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2019, 12(3): 973-988( 中科院二区,JCR 一区)
[3]Chunhong Cao, Xieping Gao*, Compressed sensing image restoration based on data-driven multi-scale tight frame,Journal of Computational and Applied Mathematics,2017, 309: 622-629(Top 期刊, 中科院二区,JCR 一区)
[4]Chunhong Cao, Xieping Gao*, Minimum-energy wavelet frame on the interval with arbitrary integer dilation factor. Journal of Computational and Applied Mathematics. 2011,235,1885-1896.(Top 期刊,中科院二区 JCR 一区)
[5]Gao Xieping, Cao Chunhong*. Minimum-energy wavelet frame on the interval. Science in China Series F-Information Sciences(中国科学F辑:信息科学), 2008, 51(10),1547-1562.(CCF 推荐A类中文期刊)
[6]Chunhong Cao, Li G, Fu H, et al. SPAE: Spatial Preservation-based Autoencoder for ADHD functional brain networks modelling[C]//Proceedings of the 2023 ACM International Conference on Multimedia Retrieval. 2023: 370-377. (CCF B国际会议)
[7]Chunhong Cao, Yongquan Li , Lele Zhang , Fang Hu∗, Xieping Gao*, Identification for Cortical 3-Hinge Location Based on Cortical Morphological and Structural Features,Frontiers in neuroscience, Volume 17 - 2023 1-12,2023 (中科院二区, JCR 一区)
[8]Chunhong Cao, Fu H, Li G, et al. Modeling Functional Brain Networks with Multi-Head Attention-based Region-Enhancement for ADHD Classification[C]//Proceedings of the 2023 ACM International Conference on Multimedia Retrieval. 2023: 362-369. (CCF B国际会议)
[9]Chunhong Cao, Ling Cao, Gai Li, Tuo Zhang & Xieping Gao, BIRGU Net: deformable brain magnetic resonance image registration using gyral-net map and 3D Res-Unet, Medical & Biological Engineering & Computing, 61, 579–592 (2023) (中科院三区, JCR 二区)
[10]Chunhong Cao, Hongxuan Duan, Xieping Gao*, Hyperspectral image classification based on three-dimensional adaptive sampling and improved iterative shrinkage-threshold algorithm, Journal of Visual Communication and Image Representation, Volume 90, 2023, 103693, ISSN 1047-3203.(中科院三区, JCR 一区)
[11] Wenwei Huang, Chunhong Cao*, Sixia Hong, Xieping Gao, ISTA-based Adaptive Sparse Sampling Network for Compressive Sensing MRI Reconstruction. IEEE International Conference on Bioinformatics and Biomedicine,999-1004(BIBM2022) Dec 6- Dec 9, 2022,Las Vegas, NV,USA(CCF B国际会议)
[12] Fenxia Duan, Chunhong Cao*, Xieping Gao, SA-NAS-BFNR: Spatiotemporal Attention Neural Architecture Search for Task-based Brain Functional Network Representation, ICMR '22: Proceedings of the 2022 International Conference on Multimedia Retrieval, June 2022 Pages 661–667. https://doi.org/10.1145/3512527.3531421 (CCF B类会议) 2022 International Conference on Multimedia Retrieval2022-06-27, Newark, New Jersey, USA(CCF B类国际会议)
[13]Chunhong Cao*, Wei Duan, Kai Hu, Fen Xiao, Compressive sensing MR imaging based on adaptive tight frame and reference image, IET Image Processing, December 2020 ,Volume 14, Issue 14, 2020 , p. 3508 – 3515, DOI: 10.1049/iet-ipr.2019.0834(中科院三区, JCR 二区)
[14]Chunhong Cao, Kuishuang Dai*, Sixia Hong, Mansha Zhang, Anisotropic total variation model for removing oblique stripe noise in remote sensing image, Optik, Volume 227, 2021, 165254. (中科院三区, JCR 二区)
[15]Chunhong Cao, Xieping Gao*, “Stable Recovery of Compressed Sensing Signals via Optimal Dual Frame Based lq-minimization for 0<q<=1”, IET Signal Processing, vol. 13, no. 3, pp. 296-303, May 2019(中科院三区, JCR 二区)
[16]Chunhong Cao, L. Deng*, W. Duan, F. Xiao, W. Yang, K. Hu*, “Hyperspectral image classification via compact-dictionary-based sparse representation”, Multimedia Tools and Applications, 78(11): 15011-15031, 2019.(中科院二区, JCR 二区)
科研项目
1.国家自然科学基金项目,多元对偶小波框架的提升构造及其在图像去噪中的应用,61401386,2015.1-2017.12,结题,主持
2.湖南省自然科学基金面上项目,高光谱遥感影像的多尺度高阶非线性解混研究,2022JJ30552,2022.01-2024.12,在研,主持
3.湖南省教育厅重点项目,基于深度网络和子空间低秩特征学习的高光谱遥感图像分类研究,19A496,2019.9-2022.12,结题,主持
4.国家科技部,国家重点研发计划,智能导航及遥感数据高精度融合的数学方法,2020YFA0713500,2020.12-2025-11,在研,参加
5.国家自然科学基金面上项目,基于多模态数据的脑出血定量分析与风险预测研究,批号:62272404,2023.01-2026.12,参加
主讲课程
1.离散数学
2.数据结构
3.集合论与数理逻辑
4.代数结构与初等数论
5.人工智能概论
社会兼职
1.IEEE TGRS,IEEE TCI,IEEE JSTAR,JCAM等20多个国际学术期刊审稿人
2.CCF高级会员
荣誉获奖
湖南省自然科学三等奖