李元满,博士,电子与信息工程学院助理教授,IEEE会员。于2012年获重庆大学软件工程专业学士。毕业后以全额奖学金保送到澳门大学,并分别于2015年和2018年获得澳门大学软件工程硕士和计算机科学博士学位。2018年9月至2019年8月于澳门大学智慧城市物联网国家重点实验室从事博士后研究。长期从事计算机视觉,子空间学习,图像增强,信息安全等领域的科研和教学工作。在IEEE Transactions on Information Forensics and Security (T-IFS), IEEE Transactions on Services Computing (T-SC), IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 等国际权威期刊和会议上发表文章10余篇。担任IEEE Transactions on Image Processing, IEEE Transactions on Information Forensics and Security等多个期刊的审稿人。

 

研究兴趣: 

计算机视觉、图像增强、机器学习、多媒体信号处理等。

代表性论文:

期刊论文:

[1]. Y. M. Li and J. T. Zhou, “Fast and Effective Image Copy-Move Forgery Detection via Hierarchical Feature Point Matching”, IEEE Trans. on Inf. Forensics and Security (T-IFS), 2019. (JCR一区, CCF A, IF=6.211)

[2]. J. Duan, J. T. Zhou, and Y. M. Li, “Secure and Verifiable Outsourcing of Large-scale Nonnegative Matrix Factorization (NMF)”, IEEE Trans. on Services Computing (T-SC), 2019. (JCR一区,IF=5.707)

[3]. Y. M. Li, J. T. Zhou, and A. Cheng, “SIFT Keypoint Removal via Directed Graph Construction for Color Images”, IEEE Trans. on Inf. Forensics and Security (T-IFS), 2017. (JCR一区, CCF A, IF=6.211)

[4]. Y. M. Li, J. T. Zhou, A. Cheng, X. M. Liu, and Y. Y. Tang, “SIFT Keypoint Removal and Injection via Convex Relaxation”, IEEE Trans. on Inf. Forensics and Security (T-IFS), 2016. (JCR一区, CCF A, IF=6.211)

[5]. Y. M. Li and J. T. Zhou, “Anti-Forensics of Lossy Predictive Image Compression”, IEEE Signal Processing Letters (SPL), 2015. (JCR二区, IF=3.268)

会议论文:

[1]. Y. M. Li, J. T. Zhou, X. W. Zheng, J. Y. Tian and Y. Y. Tang, “Robust Subspace Clustering with Independent and Piecewise Identically Distributed (i.p.i.d.) Noise Modeling”, IEEE Conf. Comput. Vis. and Pattern Recogn. (CVPR), 2019 (Oral, Accept Rate ≈ 5.6%, CCF A).

[2]. H.W.WU, J.T. Zhou, Y.M.Li, Image Reconstruction from Local Descriptors Using Conditional Adversarial Networks, In Proceedings of APSIPA Annual Summit and Conference (ASC-2019), 2019. (Oral)

[3]. Y. M. Li and J. T. Zhou, “Image Copy-Move Forgery Detection Using Hierarchical Feature Point Matching”, In Proceedings of APSIPA Annual Summit and Conference (ASC-2016), 2016. (Oral)

[4]. J. Duan, J. T. Zhou, and Y. M. Li, “Secure and Verifiable Outsourcing of Nonnegative Matrix Factorization (NMF)”, In Proceedings of ACM Workshop on Information Hiding and Multimedia Security (IH&MMSec-16), 2016.

[5]. Y. Y. Li, J. T. Zhou, and Y. M. Li, “Ciphertext-Only Attack on an Image Homomorphic Encryption Scheme with Small Ciphertext Expansion”, In Proceedings of ACM Multimedia (ACM MM-15), 2015.

[6]. A. Cheng, Y. M. Li, and J. T. Zhou, “SIFT Keypoint Removal via Convex Relaxation”, In Proceedings of IEEE International Conference on Multimedia and Expo (ICME-15), 2015 (Oral, Accept Rate ≈ 15%).

[7]. Y. Y. Li, J. T. Zhou, Y. M. Li, and O. C. Au, “Reducing the Ciphertext Expansion in Image Homomorphic Encryption via Linear Interpolation Technique”, In Proceedings of IEEE Global Conference on Signal and Information Processing (GlobalSIP-15), 2015.

[8]. Y. M. Li and J. T. Zhou, “Sparsity-driven reconstruction of L]-decoded images”, In Proceedings of IEEE International Conference on Image Processing (ICIP-14), 2014. L. Dong, J. Wang, Y. M. Li and Y. Y. Tang, “Sector projection fourier descriptor for Chinese character recognition”, In Proceedings of IEEE International Conference on Cybernetics (CYBCONF), 2013.

部分获奖情况

澳门研究生科技研发奖,澳门科学技术发展基金(2018)

研究生全额奖学金,澳门大学(2012-2015)

重庆大学优秀毕业生,重庆大学(2012)

国家奖学金,中华人民共和国教育部(2011)

全国大学生数学建模大赛全国二等奖,教育部(2010)

 

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E-mail:  yuanmanli@szu.edu.cn