一、个人简介:
刘彩凤,女,1991年10月生,工学博士,毕业于大连理工大学计算机科学与技术专业,讲师。
二、教学课程、研究领域与研究方向:
u 教学课程:计算机科学原理、数据结构、人工智能概论、深度学习
u 研究领域:人脸特征点检测、动作识别、音乐分类、动作识别、智能风控
u 研究方向:计算机视觉、计算机听觉、金融科技
三、学术会议
参加IEEE智能物联网国际会议(2019 IEEE International Conference on Smart Internet of Things, IEEE SmartIoT 2019)并发表EI会议论文《A fast online cascaded regression algorithm for face alignment》。
四、科研成果:
u 期刊论文
Bottom-up broadcast neural network for music genre classification. Multimedia Tools and Applications, 2021, 80: 7313-7331. (SCI检索)
An incrementally cascaded broad learning framework to facial landmark tracking. Neurocomputing, 2020, 410: 125-137. (SCI检索)
Face alignment via multi-regressors collaborative optimization. IEEE Access, 2018, 7: 4101-4112. (SCI检索)
Cascade regression based on extreme learning machine for face alignment. Journal of Electronic Imaging, 2020, 29(4): 043002-043002. (SCI检索)
Fully Attentional Network for Skeleton-Based Action Recognition. IEEE Access, 2023, 11: 20478-20485. (SCI检索)
RCML: A Novel Algorithm for Regressing Price Movement during Commodity Futures Stress Testing Based on Machine Learning. Journal of Risk and Financial Management, 2023, 16(6): 285. (Scopus检索)
u 项目/课题
国家自然科学基金项目:基于多视角的网络暴力敏感图像识别技术研究,2016.08,已结项,主要参与人。
五、联系方式
联系电话:0411-84762056
电子邮箱:liucaifeng@dlou.edu.cn