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程蓓

【来源:信自院信息中心 | 发布日期:2024-12-27 】

基本信息

姓名

程蓓

系、部门

计算机系

职称/职务

讲师/系副主任

导师类别

硕士生导师

学位

博士

电话


电子邮箱

chengbei@kust.edu.cn

办公地点

信自511

研究方向

遥感图像解译、深度学习、新能源

个人情况简介

程蓓,博士,讲师,硕士生导师。主要从事遥感图像解译等方面的研究。围绕遥感图像目标检测、目标跟踪、语义分割、弱监督遥感图像处理等维度,在IEEE Geoscience and Remote Sensing Magazine、IEEE Transactions on Geoscience and Remote Sensing、IEEE Geoscience and Remote Sensing Letters、Remote Sensing、IGARSS等国际期刊和会议上发表多篇论文;参与多项国家/省级项目,主持云南省基础研究项目青年项目1项、云南省计算机应用重点实验室开放课题1项。担任IEEE Transactions on Geoscience and Remote Sensing、IEEE Geoscience and Remote Sensing Letters、IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing等国际学术期刊审稿人。

学习工作经历

2023年—至今工作于昆明理工大学

2015-2022年博士研究生毕业于重庆大学微电子与通信工程学院电路与系统专业。

2011-2015年本科毕业于北京信息科技大学通信学院通信工程专业;

代表性成果

教学/科研项目

1、主持云南省应用基础研究计划青年项目,起止时间:2024.03 – 2027.02

2、 主持云南省重点实验室开放基金,起止时间:2023.1201 –2025.12

论文

1、Cheng, Bei, Zao Liu, Qingwang Wang, Tao Shen, Chengbiao Fu, and Anhong Tian. "Lightweight Progressive Multi-level Feature Collaborative Network for Remote Sensing Image Salient Object Detection." IEEE Transactions on Geoscience and Remote Sensing (2024).

2、Wang, Qingwang, Xin Qu, Pengcheng Jin, Liyao Zhou, Junlin Ouyang, Haochen Song,Bei Cheng, and Tao Shen. "ODinMJ: A red, green, blue-thermal dataset for mountain jungle object detection." IEEE Geoscience and Remote Sensing Magazine (2024).

3、Cheng, Bei,Zao Liu, Chengbiao Fu, and Tao Shen. "Edge Complementary Multi-Scale Aggregation Network for Salient Object Detection in Optical Remote Sensing Images." In IGARSS 2024-2024 IEEE International Geoscience and Remote Sensing Symposium, pp. 6929-6932. IEEE, 2024.

4、Cheng, Bei, Bo Wang, Zao Liu, Qingwang Wang, Tao Shen, and Yebo Gu. "Airplane symmetry-based convolutional neural network for airplane detection in remote sensing image." (2023): 3844-3850.

5、Cheng, Bei, Zhengzhou Li, Bitong Xu, Chujia Dang, and Jiaqi Deng. "Target detection in remote sensing image based on object-and-scene context constrained CNN." IEEE Geoscience and Remote Sensing Letters 19 (2021): 1-5.

6、Cheng, Bei, Zhengzhou Li, Bitong Xu, Xu Yao, Zhiquan Ding, and Tianqi Qin. "Structured object-level relational reasoning CNN-based target detection algorithm in a remote sensing image." Remote Sensing 13, no. 2 (2021): 281.

7、Cheng, Bei, Zhengzhou Li, Hui Li, Zhiquan Ding, and Tianqi Qin. "Semi-Autonomous Learning Algorithm for Remote Image Object Detection Based on Aggregation Area Instance Refinement." Remote Sensing 13, no. 24 (2021): 5065.

8、Li, Zhengzhou, Qingqing Wu,Bei Cheng, Lei Cao, and Huihui Yang. "Remote sensing image scene classification based on object relationship reasoning CNN." IEEE geoscience and remote sensing letters 19 (2020): 1-5.

9、Cheng, Bei, Zhengzhou Li, Qingqing Wu, Bo Li, Huihui Yang, Lin Qing, and Bo Qi. "Multi-class objects detection method in remote sensing image based on direct feedback control for convolutional neural network." IEEE Access 7 (2019): 144691-144709.

10、Cheng, Bei,Zhengzhou Li, and Qingqing Wu. "Multi-class object detection in remote sensing image based on context information and regularized convolutional network." In Second Target Recognition and Artificial Intelligence Summit Forum, vol. 11427, pp. 317-322. SPIE, 2020.

11、Wang, Lutao,Bei Cheng, Zhengzhou Li, Tianmei Liu, and Jianing Li. "Intelligent tobacco flue-curing method based on leaf texture feature analysis." Optik 150 (2017): 117-130.2、

知识产权

1、发明专利:基于动态场景感知的天气识别方法. 专利号:CN 201610444136. 发明人:李正周,李家宁,程蓓,邵万兴,葛丰增. (已授权)

2、发明专利:基于空时混沌的光学海杂波抑制方法. 专利号:CN 201510434211. 发明人:李正周,曹东,刘林岩,程蓓,邵万兴,李家宁,侯倩,金钢. (已授权)

主讲课程

1、深度学习理论

2、数字电路与数字逻辑

3、信息安全概论

4、可信计算

指导学生竞赛

1. 全国大学生数学建模竞赛

2. 蓝桥杯全国软件和信息技术专业人才大赛国赛