
姓名:陈云帆
出生年月:1993.07
职称:讲师
个人简介:陈云帆,女,硕士生导师,生于1993年7月,湖北武汉人。博士毕业于韩国汉阳大学威尼斯wns8885556。长期专注于人工智能技术、信息深度处理与融合、多模态认知计算、智能感知与医学信息处理、心脑血管疾病早期检测、智能系统技术与应用等方面的科研工作。2021年,入选“武汉英才”优秀青年人才。近年来,发表学术论文20余篇,其中SCI收录论文10余篇。
研究方向:深度学习、信息处理、心电智能分析、智能系统
主讲课程:1.语音信号处理
2.面向对象程序设计(Python)
科研项目:
1.湖北省科技厅自然科学基金青年项目“复杂动态环境下不确定性感知自适应多模态遇难者检测方法研究”,2023/01-2024/12, 5万元,主持。
2.“武汉英才”优秀青年人才项目(主持,获批经费20万)
3.面向无人机视觉的多光谱目标检测算法研究(主持,获批经费7万,湖北工业大学博士科研启动基金)
科研成果:
1.论文:Yunfan Chen, Wenqi Zheng, and Hyunchul Shin. "Infrared and visible image fusion using a feature attention guided perceptual generative adversarial network." J Ambient Intell Human Comput (2022). (EI期刊)
2.论文:Yunfan Chen, Chong Zhang, Chengyu Liu, Yiming Wang, and Xiangkui Wan. "Atrial Fibrillation Detection Using a Feedforward Neural Network." Journal of Medical and Biological Engineering 42, no. 1 (2022): 63-73. (SCI期刊)
3.论文:Yunfan Chen, Wenqi Zheng, Yangyi Zhao, Tae Hun Song, and Hyunchul Shin. "DW-YOLO: An Efficient Object Detector for Drones and Self-driving Vehicles." Arabian Journal for Science and Engineering (2022): 1-10. (SCI期刊)
4.论文:Yunfan Chen, and Hyunchul Shin. "Multispectral image fusion based pedestrian detection using a multilayer fused deconvolutional single-shot detector." JOSA A 37, no. 5 (2020): 768-779. (SCI期刊)
5.论文:Yunfan Chen, and Hyunchul Shin. "Pedestrian detection at night in infrared images using an attention-guided encoder-decoder convolutional neural network." Applied Sciences 10, no. 3 (2020): 809. (SCI期刊)
6.论文:Yunfan Chen, Han Xie, and Hyunchul Shin. "Multi‐layer fusion techniques using a CNN for multispectral pedestrian detection." IET Computer Vision 12, no. 8 (2018): 1179-1187. (SCI期刊)
7.发明专利:Hyunchul Shin,Yunfan Chen, Donghoon Yeo. Effective fusion techniques of visible and thermal images by using multilayer fusion, 2020-7-14,其他国家, 10-2133876
8.论文:Yunfan Chen, Han Xie, Doonhoon Yeo, Hyunchul Shin. “Infrared and Visible Image Fusion using Multi-Scale Decomposition and Visual Saliency Map.“In 2018 International SoC Design Conference (ISOCC) (pp. 243-244). IEEE. (EI会议)
9.论文:Jingchun Piao,Yunfan Chen, Hyunchul Shin. “A new deep learning based multi-spectral image fusion method.” Entropy, 2019. 21(6), p.570. (SCI期刊)
10.论文:Han Xie,Yunfan Chen, Hyunchul Shin. “Context-aware pedestrian detection especially for small-sized instances with Deconvolution Integrated Faster RCNN (DIF R-CNN).” Applied Intelligence, 2019. 49, pp.1200-1211. (SCI期刊)
11.论文:Jameel Khan,Yunfan Chen, Yawar Rehman, Hyunchul Shin. “Performance enhancement techniques for traffic sign recognition using a deep neural network.” Multimedia Tools and Applications, 2020. 79, pp.20545-20560. (SCI期刊)
导师联系方式:yfchen@hbut.edu.cn