二级教授，兼任浙江工业大学等多所高校硕士研究生导师，现任台州学院党委委员、副校长，兼任“控制科学与工程”省一流学科负责人，台州大数据智能研究中心主任，智能信息研究所所长。目前主要从事语音和图像信号处理、机器学习、模式识别等方向研究，曾承担科研项目40多项，其中主持国家自然科学基金面上项目2项、省重点项目2项；发表学术论文90余篇；获省科学技术奖1 项、市科技进步奖3项；授权发明专利3件、软件著作权9件；出版著作13部，其中专著1部。
研究方向
- 语音和图像信号处理
- 机器学习
- 模式识别
教育经历
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硕士，北京航空航天大学，软件工程, 2006
成果动态
- Xulong Du, Xingnan Zhang, Dandan Wang, Yingying Xu, Zhiyuan Wu, Shiqing Zhang, Xiaoming Zhao, Jun Yu. Integrating Representation Subspace Mapping with Unimodal Auxiliary Loss for Attention-based Multimodal Emotion Recognition. 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation . 2024. CCF B类会议
- Dandan Wang, Xiaoming Zhao. Affective video recommender systems: A survey. Frontiers in Neuroscience . 2022.
- Wenping Guo, Xiaoming Zhao, Shiqing Zhang, Xianzhang Pan. Learning inter-class optical flow difference using generative adversarial networks for facial expression recognition. Multimedia Tools and Applications . 2022.
- Haibo Zhang, Wenping Guo, Shiqing Zhang, Hongsheng Lu, Xiaoming Zhao. Unsupervised Deep Anomaly Detection for Medical Images Using an Improved Adversarial Autoencoder. Journal of Digital Imaging (SCI二区，IF=4.4). 2022.
- Shiqing Zhang, Ruixin Liu, Xin Tao, Xiaoming Zhao. Deep Cross-Corpus Speech Emotion Recognition: Recent Advances and Perspectives. Frontiers in Neurorobotics (SCI四区，IF=3.1). 2021.
- Shiqing Zhang, Xin Tao, Yuelong Chuang, Xiaoming Zhao. Learning deep multimodal affective features for spontaneous speech emotion recognition. Speech Communication (SCI三区，IF=3.2). 2021.
- Gang Chen, Shiqing Zhang, Xin Tao, Xiaoming Zhao. Speech Emotion Recognition by Combining a Unified First-Order Attention Network With Data Balance. IEEE Access . 2020.
- Wenping Guo, Zhuoming Xu, Xijian Ye, Shiqing Zhang, Xiaoming Zhao, Xue Li. A Time-Critical Topic Model for Predicting the Survival Time of Sepsis Patients. Scientific Programming . 2020.
- Xiaoming Zhao, Gang Chen, Yuelong Chuang, Xin Tao, Shiqing Zhang. Learning Expression Features via Deep Residual Attention Networks for Facial Expression Recognition From Video Sequences. IETE Technical Review (SCI四区，IF=2.4). 2020.
- Xianzhang Pan, Shiqing Zhang, Wenping Guo, Xiaoming Zhao, Yuelong Chuang, Ying Chen, Haibo Zhang. Video-Based Facial Expression Recognition using Deep Temporal–Spatial Networks. IETE Technical Review (SCI四区，IF=2.4). 2019.
- Xiaoming Zhao. 基于生成对抗网络的融合听觉和视觉信息的多模态人格识别研究. 国家自然科学基金(面上项目). 2019.
- Maskari AlSanad, Zhuoming Xu, Wenping Guo, Xiaoming Zhao, Xue Li. Bio-inspired learning approach for electronic nose. Computing . 2018.
- Shiqing Zhang, Xiaoming Zhao, Yuelong Chuang, Wenping Guo, Ying Chen. Learning Discriminative Dictionary for Facial Expression Recognition. IETE Technical Review (SCI四区，IF=2.4). 2017.
- Xiaoming Zhao, Shiqing Zhang. A Review on Facial Expression Recognition: Feature Extraction and Classification. IETE Technical Review (SCI四区，IF=2.4). 2016.
- Songjiang Lou, Xiaoming Zhao, Yuelong Chuang, Haitao Yu, Shiqing Zhang. Graph Regularized Sparsity Discriminant Analysis for face recognition. Neurocomputing . 2016.
- Xiaoming Zhao, Xugan Shi, Shiqing Zhang. Facial Expression Recognition via Deep Learning. IETE Technical Review (SCI四区，IF=2.4). 2015.
- Shiqing Zhang, Xiaoming Zhao. Locality-sensitive kernel sparse representation classification for face recognition. Journal of Visual Communication and Image Representation . 2014.
- Xiaoming Zhao, Shiqing Zhang. Spoken emotion recognition via locality-constrained kernel sparse representation. Neural Computing and Applications . 2014.
- Xiaoming Zhao, Shiqing Zhang, Bicheng Lei. Robust emotion recognition in noisy speech via sparse representation. Neural Computing and Applications . 2013.
- Xiaoming Zhao, Shiqing Zhang. Phoneme recognition using an adaptive supervised manifold learning algorithm. Neural Computing and Applications . 2012.
- Xiaoming Zhao, Shiqing Zhang. Facial expression recognition using local binary patterns and discriminant kernel locally linear embedding. EURASIP Journal on Advances in Signal Processing . 2012.
- Xiaoming Zhao, Shiqing Zhang. Facial Expression Recognition Based on Local Binary Patterns and Kernel Discriminant Isomap. Sensors . 2011.
- Shiqing Zhang, Xiaoming Zhao. Dimensionality reduction-based spoken emotion recognition. Multimedia Tools and Applications . 2011.