孟 敏 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，计算机图形学

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
广东省“珠江人才计划”，“青年****”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 Processing，IEEE Transactions on Cybernetics，ACM Transactions on Graphics，IEEE Transactions on Circuits and Systems for Video Technology，Computer-Aided Design，IEEE Signal Processing Letters)上发表论文20余篇，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，机械与航天工程学系，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区)
[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区)
[3]M. Meng, M. Lan, J. Yu and J. Wu. Multiview Consensus Structure Discovery. IEEE Transactions on Cybernetics, 2020, DOI:10.1109/TCYB.2020.**. (CCF B, 中科院1区)
[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.**. (CCF B, 中科院2区)
[5]M. Mengand 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区)
[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.**(中科院2区)
[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区)
[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区)
[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区)
[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区)
[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区)
[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区)
[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. (SCI，CCF 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. (SCI， CCF 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区)






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
广东省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