主要研究方向：多媒体内容分析与检索；机器学习；智能信息处理

导师类别：硕士生导师

项目情况：

• 1. 国家重点研发计划项目课题， 2020 ~ 2022， 主持
• 2. 国家自然科学基金面上项目， 2019.01 ~ 2022.12， 主持
• 3. 国家自然科学基金青年基金， 2015.01 ~ 2017.12， 主持
• 4. 山东省自然科学基金面上项目， 2019 ~ 2022， 主持
• 5. 鳌山科技创新计划， 2017.01 ~ 2018.12， 课题负责人
• 6. 青岛市科技计划项目， 2016 ~ 2018， 主持
• 7. 青岛市自主创新重大专项， 2020.01 ~ 2021.12， 任务负责人

• 1. Unsupervised Deep Multi-Similarity Hashing with Semantic Structure for Image Retrieval， IEEE Transactions on Circuits and Systems for Video Technology， 2021，
• 2. A twofold convolutional regression tracking network with temporal and spatial mechanism， IEEE Transactions on Circuits and Systems for Video Technology， 2021，
• 3. Center-aligned domain adaptation network for image classification， Expert Systems with Applications， 2021，
• 4. Unsupervised Deep Quadruplet Hashing with Isometric Quantization for image retrieval， Information Sciences， 2021，
• 5. Online parallel framework for real-time visual tracking， Engineering Applications of Artificial Intelligence， 2021，
• 6. Angular regularization for unsupervised domain adaption on person re-identification ， Neural Computing and Applications， 2021，
• 7. Deep top similarity hashing with class-wise loss for multi-label image retrieval， Neurocomputing， 2021，
• 8. Appearance feature enhancement for person re-identification， Expert Systems with Applications， 2021，
• 9. Graph convolutional networks with attention for multi-label weather recognition， Neural Computing and Applications， 2021，
• 10. Subtler mixed attention network on fine-grained image classification， Applied Intelligence， 2021，
• 11. Multi-task learning with deformable convolution， Journal of Visual Communication and Image Representation， 2021，
• 12. Sliced Wasserstein based Canonical Correlation Analysis for Cross-Domain Recommendation， Pattern Recognition Letters， 2021，
• 13. Adaptive Attention-Aware Network for unsupervised person re-identification， Neurocomputing， 2020，
• 14. Deep multilevel similarity hashing with fine-grained features for multi-label image retrieval， Neurocomputing， 2020，
• 15. Person re-identification based on multi-appearance model， Multimedia Tools and Applications， 2020，
• 16. A novel deep hashing method with top similarity for image retrieval， IEEE ICASSP， 2019，
• 17. Deep feature ranking for person re-identification， IEEE ACCESS， 2019，
• 18. Person re-identification based on pose-aware segmentation， International Conference on Multimedia Modeling， 2019，
• 19. Real-time underwater fish tracking based on adaptive multi-appearance mode， IEEE international conference on image processing， 2018，
• 20. Human body segmentation based on shape constraint， Machine Vision and Applications， 2017，
• 21. Is Your First Impression Reliable? Trustworthy Analysis Using Facial Traits in Portraits， International Conference on MultiMedia Modeling， 2015，
• 22. How your portrait impresses people? Inferring personality impressions from portrait contents， ACM International Conference on Multimedia， 2014，
• 23. Robust human body segmentation based on part appearance and spatial constraint， Neurocomputing， 2013，
• 24. Data Driven Multi-Index Hashing， IEEE International Conference on Image Processing， 2013，
• 25. Finding Suits in Images of People， International Conference on MultiMedia Modeling， 2012，
• 26. 融合显著性分析与图割的姿态无关服装区域分割算法， 计算机辅助设计与图形学学报， 2012，
• 27. Personalized Portraits Ranking， ACM International Conference on Multimedia， 2011，
• 28. Human Skin Detection in Images by MSER Analysis， IEEE International Conference on Image Processing， 2011，
• 29. Characterization and Prediction of lysine (K)-acetyl-transferase (KAT) Specific Acetylation Sites， Molecular & Cellular Proteomics， 2011，
• 30. 基于点特征的序列图像匹配方法研究， 中国图象图形学报， 2009，