曹桂涛 - 华东师范大学 - 软件工程学院

个人简介

曹桂涛，女，博士，华东师范大学软件工程学院党委副书记，教授，博士生导师。美国密苏里大学哥伦比亚分校访问学者。上海交通大学模式识别与智能系统专业博士毕业，主要研究方向为智能系统与物联网、机器学习、图像理解与分析。主持2项国家自然科学基金项目“流形循环可微分编程网络的边缘计算及其在肺癌实时预测中的研究”和“变化检测驱动的边缘约束条件随机场模型及其迁移学习”，承担工信部物联网专项“基于物联网的社区远程医疗实时监测系统平台研制和产业化”，主持上海市自然科学基金项目和其他部委、企事业单位委托项目多项；发表IEEE Transactions on Cybernetics、IEEE Transactions on Multimedia、IEEE Transactions on Biomedical Engineering等国际顶级期刊和国际会议论文60余篇，申请专利、软件著作权多项。荣誉及奖励曾获得上海市育才奖，国家级教学成果二等奖、上海市教学成果特等奖和一等奖等奖项

研究领域

人工智能、图像分析与理解、医疗大数据处理、边缘计算

近期论文

查看导师最新文章（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

Yangguang Cui, Kun Cao, Guitao Cao, Meikang Qiu, Tongquan Wei*. Client Scheduling and Resource Management for Efficient Training in Heterogeneous IoT-Edge Federated Learning. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2021 Chao Ling, Guitao Cao*, Wenming Cao*, Hong Wang, He Ren. IAE-ClusterGAN: A new Inverse autoencoder for Generative Adversarial Attention Clustering Network. Neurocomputing,465(2021): 406-416 Junchi Yan, Changsheng Li, Yin Li, Guitao Cao*. Adaptive Discrete Hypergraph Matching. IEEE Transactions on Cybernetics, 2018, 48(2):765-779 Dan Meng, Libo Zhang, Guitao Cao*,and Bing Hu, Wenming Cao. Liver fibrosis classification based on transfer learning and an FCNet for ultrasound images. IEEE Access, 2017, 5: 5804 - 5810 Dan Meng, Guitao Cao?, Ye Duan, Minghua Zhu*, Liping Tu, Dong Xu, and Jiatuo Xu. Tongue Images Classification Based on Constrained High Dispersal Network. Evidence-Based Complementary and Alternative Medicine, 2017, Article ID 7452427, 1-12 Chen Huang, Zhihai He, Guitao Cao*, and Wenming Cao*. Task-Driven Progressive Part Localization for Fine-Grained Object Recognition, IEEE Transactions on Multimedia, 2016, 18(12): 2372-2383 Zhi Zhang; Zhihai He, Guitao Cao*, and Wenming Cao*. Animal Detection from Highly Cluttered Natural Scenes Using Spatiotemporal Object Region Proposals and Patch Verification. IEEE Transactions on Multimedia, 2016, 18(10): 2079-2092 Tao Yang, Weiting Chen*, Guitao Cao*. Automated classification of neonatal amplitude-integrated EEG based on gradient boosting method. Biomedical Signal Processing and Control, 2016, 28: 50–57 Guitao Cao, Ling Li, Weiting Chen, Yehua Yu, Jun Shi*, Guixu Zhang*, Xuehua Liu . Effective identification and localization of immature precursors in bone marrow biopsy. Medical & Biological Engineering & Computing，2015, 53:215–226 Weiting Chen, Yu Wang, Guitao Cao*, Guoqiang Chen and Qiufang Gu. A Random Forest Model Based Classification Scheme for Neonatal Amplitude-Integrated EEG. BioMedical Engineering OnLine, 2014,13(S4), 2014/12/11 近期主要会议论文 Yan Li, Guitao cao*, Wenming Cao*. Sample Efficient Lung Segmentation using Group structured Conditional Variational Data Imputation. ICME, 2021 Yannan Wang, Guitao Cao*, Danning Su, Hong Wang and He Ren. Embedding Bottleneck Gated Recurrent Unit Network for Radar Signal Recognition. IJCNN, 2021 Chunwei Wu, Guitao Cao*, Wenming Cao, Hong Wang, He Ren. Debiased Prototype Network for Adversarial Domain Adaptation. IJCNN, 2021 Jiyu Sheng, Yan Li, Guitao Cao*, Kai Hou. Modeling nodule growth via spatial transformation for follow-up prediction and diagnosis. IJCNN, 2021 Yan Li, Guitao cao*, Wenming Cao*. A Dynamic Group Equivariant Convolutional Networks for Medical Image Analysis. IEEE BIBM 2020:1056-1062 Guitao Cao, Yunming Tang, Jiyu Sheng, and Wenming Cao*. Emotion Recognition from Children Speech Signals Using Attention Based Time Series Deep Learning. IEEE BIBM 2019:1296-1300 Yan Li, Guitao Cao*, and Wenming Cao. Stacking-based deep neural network for Facial Expression Recognition. IEEE BIBM 2019: 1338-1442 Guitao Cao*, Tiantian Huang, Wenming Cao, Kai Hou, Peng Liu, Jiawei Zhang. 3D Convolutional Neural Networks Fusion Model for Lung Nodule Detection on Clinical CT Scans. IEEE BIBM 2018: 973-978 Liangcan Liao, Guitao Cao, Wenming Cao. Action Recognition Based on Depth Image Sequence. IEEE BIBM 2017: 1564-1568 Guitao Cao*, Jie Ding, Ye Duan, Liping Tu, Jiatuo Xu, and Dong Xu. Classification of Tongue Images Based on Doublets and Color Space Dictionary. IEEE BIBM 2016: 1175-1180 Kun Wang, Guitao Cao*, Dan Meng, Weiting Chen, and Wenming Cao. Automatic fall detection of human in video using combination of features. IEEE BIBM 2016: 1233-1238 Dan Meng, Guitao Cao*, Ye Duan, Minghua Zhu*, Liping Tu, Jiatuo Xu, and Dong Xu. A Deep Tongue Image Features Analysis Model for Medical Application. IEEE BIBM 2016: 1923-1927 Dan Meng, Guitao Cao*, Zhihai He, and Wenming Cao. Facial Expression Recognition Based on LLENet. IEEE BIBM 2016: 1920-1922 Dan Meng, Guitao Cao*, Xinyu Song, Weiting Chen, and Wenming Cao.Automated human physical function measurement using constrained high dispersal network with svm-linear. IEEE BIBM 2016: 1525-1531

学术兼职

计算机学会嵌入式系统专委会委员 IEEE Transactions on Pattern Analysis and Machine Intelligence等期刊审稿人