孟敏

作者: 时间:2021-03-17 点击数:

          孟 Meng Min 副教授

所属学院:

计算机学院

导师类别:

硕士生导师

科研方向:

图像处理,模式识别,人工智能,计算机图形

联系方式:

minmeng@gdut.edu.cn

硕士招生学院:

计算机学院

 

人才称号:

广东省 珠江人才计划

 

 

 

 

 

 

个人简述 

 

广东“珠江人才计划”“青年百人计划”A类,广东工业大学2020年度优秀研究生导师

主持国家自然科学基金青年项目,广东省自然科学基金,广东省教育厅青年创新人才项目曾作为技术指导参与两项新加坡教育部研发转化与创新基金项目。在国际重要学术期刊 (IEEE Transactions on Image ProcessingIEEE Transactions on CyberneticsACM Transactions on GraphicsIEEE Transactions on Circuits and Systems for Video TechnologyComputer-Aided DesignIEEE Signal Processing Letters)上发表论文20单篇最高引用100余次详见团队主页http://hpcds.gdut.edu.cn/

 

 

 

 

学术兼职 

中国计算机学会 计算机辅助设计与图形学专委会 委员

中国图象图形学会 智能图形专委会 委员

IEEE Trans. on Image Processing,IEEE Trans. on Neural Netw. and Learning Syst.,Neurocomputing》等国际期刊审稿人

 

 

 

 

教育背景 

2006/9-2011/6, 浙江大学,应用数学博士

2002/9-2006/6郑州大学,信息与计算科学,学士

 

 

 

 

工作经历 

2016/6-至今,广东工业大学计算机学院,副教授

2013/9-2016/6新加坡理工学院,机械与航天工程系,研究员

2011/9-2013/8新加坡南洋理工大学,计算机科学与工程学院,博士后

 

 

 

 

主要论文 

[1] M. Meng, H. Wang, J. Yu, H. Chen and J. Wu. Asymmetric Supervised Consistent and Specific Hashing for Cross-Modal Retrieval. IEEE Transactions on Image Processing, 2021, vol. 30, pp. 986-1000. (CCF A, 中科院1)

[2] M. Meng, M. Lan, J. Yu, J. Wu and D. Tao. Constrained Discriminative Projection Learning for Image Classification. IEEE Transactions on Image Processing, 2020, vol. 29, pp. 186-198. (CCF A, 中科院1)

[3] M. Meng, M. Lan, J. Yu and J. Wu. Multiview Consensus Structure Discovery. IEEE Transactions on Cybernetics, 2020, DOI:10.1109/TCYB.2020.3013136. (CCF B, 中科院1)

[4] M. Meng, M. Lan, J. Yu and J. Wu. Coupled Knowledge Transfer for Visual Data Recognition. IEEE Transactions on Circuits and Systems for Video Technology, 2020, DOI: 10.1109/TCSVT.2020.3013604. (CCF B, 中科院2)

[5] M. Meng and J. Yu. Zero-Shot Learning via Robust Latent Representation and Manifold Regularization. IEEE Transactions on Image Processing, 2019, 28(4), P1824-1836. (CCF A, 中科院1)

[6] M. Meng, Jie Wei and J. Wu. Learning Multi-Part Attention Neural Network for Zero-shot Classification. IEEE Transactions on Cognitive and Developmental Systems, Dec., 2020, DOI: 10.1109/TCDS.2020.3044313 (中科院2)

[7] M. Meng, X. Zhan and J. Wu. Joint Discriminative Attributes and Similarity Embeddings for Zero-shot Recognition. Neurocomputing, 2020, vol. 399, pp. 117-128. (CCF C, 中科院2)

[8] Z. Wu, M. Meng(#) and J. Wu. Visual Sentiment Prediction with Attribute Augmentation and Multi-Attention Mechanism. Neural Processing Letters, 2020, vol. 51, pp. 2403-2416. (CCF C, 中科院3)

[9] M. Meng, Y. Liu and J. Wu. Robust Discriminant Projection via Joint Margin and Locality Structure Preservation. Neural Processing Letters, Dec., 2020, doi: 10.1007/s11063-020-10418-1.

[10] H. Wang, M. Meng(#), H. Chen and J. Wu. Supervised Consistent and Specific Hashing. IEEE International Conference on Multimedia and Expo (ICME), Aug, 2019, P1822-1827. (CCF B)

[11] H. Wang, H. Chen, M. Meng(#) and J. Wu. Robust Multi-view Hashing for Cross-Modal Retrieval. IEEE International Conference on Multimedia and Expo (ICME), Aug, 2019, P1012-1017. (CCF B)

[12] M. Meng, X. Zhan. Zero-Shot Learning via Low Rank Representation Based Manifold Regularization. IEEE Signal Processing Letters, 2018, 25(9), P1379-1383. (CCF C, 中科院3)

[13] M. Meng, Y.J. Chua, E. Wouterson, C.P.K. Ong. Ultrasonic signal classification and imaging system for composite materials via deep convolutional neural networks. Neurocomputing, 2017, 257:128-135. (CCF C, 中科院2)

[14] M. Meng, and Y. He. Consistent quadrangulation for shape collections via feature line co-extraction. 2016, Computer-Aided Design, 70, P78-88. (CCF B, 中科院2)

[15] M. Meng, J. Xia, J. Luo, and Y. He. Unsupervised co-segmentation for 3D shapes using iterative multi-label optimization. 2013, Computer-Aided Design, 45(2), P312-320. (CCF B, 中科院2)

[16] L. Fan, M. Meng, L. Liu. Sketch-based mesh cutting: a comparative study. 2012, Graphical Models, 74(6), P292-301. (SCI, CCF B)

[17] M. Meng, L. Fan, L. Liu. A comparative evaluation of foreground/background sketch-based mesh segmentation algorithms. 2011, Computer & Graphics, 35(3), P650-660. (SCICCF C)

[18] M. Meng, L. Fan, L. Liu. iCutter: a direct cutout-tool for 3D shapes. 2011, Computer Animation & Virtual Worlds, 22(4), P335-342. (SCICCF C)

[19] K. Xu, H. Zhang, A. Tagliasacchi, L. Liu, G. Li, M. Meng, Y. Xiong. Partial intrinsic reflectional symmetry of 3D shapes. SIGGRAPH 2009, ACM Trans. Graph. 28(5). (CCF A, 中科院1)

 

 

 

 

科研项目 

国家自然科学基金项目基于低秩表示的高精度跨模态形状检索研究,主持

广东省自然科学基金项目,视觉问答关键技术研究,主持

广东教育厅青年创新人才项目,超声信号的分类识别及缺陷三维可视化,主持

 

 

 

 

教学活动 

本科生课程:软件工程

 

 

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