研究生导师名单

张卉

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张卉,博士,助理教授,硕士生导师。主要研究兴趣包括智能设计、跨媒体情感计算、人机交互研究。近年来作为主要研究人员参与了多项跨媒体计算、智能设计等领域的国家自然科学基金项目、国家重点研发课题以及浙江省重点自然科学基金项目,在ICMR、Multimedia Tools and Applications等国际知名会议或期刊上发表学术论文10篇,授权或公开发明专利2项。

电邮 >> zhhui@hnu.edu.cn

研究领域

智能设计、跨媒体情感计算、人机交互

教育经历

•浙江大学,计算机科学与技术学院,数字化艺术与设计专业,工学博士

•浙江大学—伦敦大学玛丽皇后学院,国家公派联合培养博士

•浙江大学,计算机科学与技术学院,计算机科学与技术专业,工学学士

主要授课

•《数据可视化》

•《整合设计实践》

•《智能语音与声学设计》

科研项目

• 浙江省自然科学基金重点项目:多模态数据驱动的音乐积极情感反馈与生成模型研究,主要参与人

• 浙江省自然科学基金面上项目:积极情感驱动的正念教育智能反馈决策机制研究,主要参与人

• 中国工程院中国工程科技知识中心:创新设计知识服务系统,子课题参与

论文专著

•A music-driven system for generating apparel display video. Zhang, H., Zhang, K., Cao, Y., Zheng, J., Huang, X., Yang, C., & Sun, L. (2019). Multimedia Tools and Applications.

•The PMEmo dataset for music emotion recognition. K. Zhang, H. Zhang, S. Li, C. Yang, and L. Sun. in 2018 ACM International Conference on Multimedia Retrieval (ICMR).

•Exploiting the emotional preference of music for music recommendation in daily activities. Hui Zhang, Kejun Zhang, Nick Bryan-Kinns. 13th IEEE International Symposium on Computational Intelligence and Design (ISCID 2020).

•Exploiting EEG Signals and Audiovisual Feature Fusion for Video Emotion Recognition. Xing B, Zhang H, Zhang K, et al. IEEE Access, 2019, 7: 59844-59861.

•User Independent Emotion Recognition with Residual Signal-Image Network. Guanghao Yin, Shouqian Sun, Hui Zhang, Chao Li, and Kejun Zhang. In 2019 IEEE International Conference on Image Processing (ICIP).

•PopMash: an automatic musical-mashup system using computation of musical and lyrical agreement for transitions. Xing, B., Zhang, X., Zhang, K., Wu, X., Zhang, H., Zheng, J., ... & Sun, S. (2020). Multimedia Tools and Applications.

•Werewolf-XL: A Database for Identifying Spontaneous Affect in Large Competitive Group Interactions. Zhang, K., Wu, X., Xie, X., Zhang, X., Zhang, H., Chen, X., & Sun, L. (2021). IEEE Transactions on Affective Computing.

•The JinYue Database for Huqin Music Emotion, Scene and Imagery Recognition. Zhang, K., Wu X., Tang, R., Huang, Q., Yang, C., Zhang, H. (2021). IEEE MIPR AIART.

•A dataset for learning stylistic and cultural correlations between music and videos, Xinyi Chen, Hui Zhang, Songruoyao Wu, Jun Zheng, Lingyun Sun, Kejun Zhang. (2022). Cognitive Computation and Systems.

•Voice interaction design of intelligent wearable device in elderly exercise and health scene. Yijun, L., Zhang, H. (2022). In: Tareq Ahram and Christianne Falcão (eds) Usability and User Experience. AHFE (2022) International Conference.

•《智能音乐与创新设计》,张克俊,张卉,孙凌云,浙江大学出版社

相关专利

1.音频拼接方法、装置及存储介质,发明专利(CN111613195A),张克俊,张卉,曹颖萍,郑俊,黄小倚,杨昌源,马春阳,耿军,陈羽飞,任沛然,张长弓

2.一种情感化音乐唤醒的方法,发明专利(ZL201810260657.X),张克俊,李思蒙,张卉,段轲


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