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个人简介

2019年7月 - :南京信息工程大学,副教授 2019年3月 - 2019年6月:南京信息工程大学,校聘副教授 2018年2月 - 2019年2月:英国曼彻斯特大学,访问学者 2016年5月 - 2019年6月:南京信息工程大学,讲师 2012年4月 - 2016年4月:南京航空航天大学,博士 2011年2月 - 2012年2月:美国虹软公司(Arcsoft),研究员

研究领域

主要从事机器学习、模式识别、计算机视觉等方向研究

近期论文

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Qing Tian, Wenqiang Zhang, Meng Cao, Liping Wang, Songcan Chen, Hujun Yin, Moment-Guided Discriminative Manifold Correlation Learning on Ordinal Data, ACM Transactions on Intelligent Systems and Technology, 2020, 11(5):1-18. Chuang Ma (student), Qing Tian (corresponding author), Heyang Sun, Meng Cao, Tinghuai Ma, Unsupervised Domain Adaptation by Weighting Dual Biases, Computer Science (In Chinese), Accepted. Qing Tian, Chuang Ma, Meng Cao, Songcan Chen, Unsupervised Domain Adaptation Through Transferring both the Source-Knowledge and Target-Relatedness Simultaneously, arXiv:2003.08051v2. Qing Tian, Chuang Ma, Meng Cao, Songcan Chen, Hujun Yin, A Convex Discriminant Semantic Correlation Analysis for Cross-View Recognition, IEEE Transactions on Cybernetics, DOI: 10.1109/TCYB.2020.2988721. Qing Tian, Meng Cao, Songcan Chen, Hujun Yin, Structure-Exploiting Discriminative Ordinal Multi-Output Regression, IEEE Transactions on Neural Networks and Learning Systems, DOI: 10.1109/TNNLS.2020.2978508. Qing Tian, Meng Cao, Songcan Chen, Hujun Yin. Relationships Self-Learning Based Gender-Aware Age Estimation. Neural Processing Letters, 2019, 50: 2141-2160. Qing Tian, Heyang Sun, Chuang Ma, Meng Cao, Yi Chu, Age Estimation via Selecting Discriminated Features and Preserving Geometry, KSII Transactions on Internet and Information Systems, in press. Qing Tian, Meng Cao, Heyang Sun, et al, Facial Age Estimation with Bilateral Relationships Exploitation, Neurocomputing, Accepted. Qing Tian, Wenqiang Zhang, Junxiang Mao, Hujun Yin. Real-time human cross-race aging-related face appearance detection with deep convolution architecture, Journal of Real-Time Image Processing, https://doi.org/10.1007/s11554-019-00903-9, 2019: 1-11. Qing Tian, Songcan Chen, Tinghuai Ma, Ordinal Space Projection Learning via Neighbor Classes Representation, Computer Vision and Image Understanding, 2018, 174: 24-32. Qing Tian, Wenqiang Zhang, Liping Wang, Songcan Chen, Hujun Yin, Robust Ordinal Regression Induced by lp-Centroid, Neurocomputing, 2018, 313: 184-195. Qing Tian, Songcan Chen, Joint Gender Classification and Age Estimation by Nearly Orthogonalizing Their Semantic Spaces, Image and Vision Computing, 2018, 69: 9-21. Qing Tian, Songcan Chen, Cross-heterogeneous-database age estimation through correlation representation learning, Neurocomputing, 2017, 238: 286-295. Qing Tian, Songcan Chen, Lishan Qiao, Ordinal Margin Metric Learning and Its Extension for Cross-Distribution Image Data, Information Sciences, 2016, 349: 50-64. Qing Tian, Songcan Chen, A Novel Ordinal Learning Strategy: Ordinal Nearest-Centroid Projection, Knowledge-Based Systems, 2015, 88: 144-153. Qing Tian, Songcan Chen, Xiaoyang Tan, Comparative Study Among Three Strategies of Incorporating Spatial Structures to Ordinal Image Regression, Neurocomputing, 2014, 136(20): 152-161. Qing Tian, Songcan Chen, Cumulative Attribute Relation Regularization Learning for Human Age Estimation, Neurocomputing, 2015, 165(1): 456-467. Qing Tian, Hui Xue, Lishan Qiao, Human Age Estimation by Considering both the Ordinality and Similarity of Ages, Neural Processing Letters, 2016: 43(2): 505-521. Qing Tian, Songcan Chen, Cross-Heterogeneous-Database Age Estimation with Co-Representation Among Them, In: Proceedings of the 23rd International Conference on Pattern Recognition (ICPR), Cancun, Mexico, 2016. (Best Scientific Paper Award) Qing Tian, Songcan Chen, Xiaoyang Tan, A Unified Gender-Aware Age Estimation, arXiv:1609.03815. Yulian Zhu, Songcan Chen, Qing Tian, Spatial Regularization in Subspace Learning for Face Recognition: Implicit vs. Explicit, Neurocomputing, 2016, 173: 1554-1564. Shaocheng Guo, Songcan Chen, Qing Tian, Ordinal factorization machine with hierarchical sparsity, Frontiers of Computer Science, 2019, 14(1): 67-83.

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