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杨晓敏

杨晓敏

副教授,硕士研究生导师

 

专业:模式识别与智能系统

方向:计算机应用与图像识别

Email:arielyang@scu.edu.cn;yangxiaomin_2001@163.com

电话:

地址:

邮编:610064

学习和工作简历
杨晓敏,女,副教授。2007年7月至今,在四川大学电子信息学院任教,2011年起任四川大学副教授。分别于2002年6月和2007年6月获得四川大学通信与信息系统学士学位及博士学位。2009年10月至2010年10月在澳大利亚阿德莱德大学从事为期一年的博士后研究。主要从事图像处理、机器学习等理论和技术研究,同时具有丰富的信息化项目工程经验。担任多个国际学术期刊的审稿人。在近几年内发表文章40余篇,其中被SCI、EI收录的论文近30篇。
科研项目与获奖

主要科研工作:

(1)基于大数据规模的遥感图像超分辨率研究,61711540303国家自然科学基金,2017.7-2019.6,项目负责人。

(2)红外视频时空超分辨率研究61701327,国家自然科学基金,2018.1-2020.12,项目负责人。
(3)联合基于学习的超分辨率技术和多传感器超分辨率技术在红外图像复原中的研究,61271330,国家自然科学基金,2013.1-2016.12,第一主研。
(4)图像识别及图像增强关键技术研究,四川省重大科技支撑计划,2014.1-2015.12,第一主研。
(5)面向网络规模的特定目标图像检索,教育部博士点基金,2013-2016,项目负责人。

论文、专著与专利

期刊论文
[1] Xiaomin Yang, Wei Wu, Kai Liu, Hua Hua. Infrared Image Recovery from Visible image by Using Multi-scale and Multi-view Sparse Representation.2015 11th International Conference on Signal-Image Technology & Internet-Based Systems
[2] Wei Wu,Xiaomin Yang*, Kai Liu. A New Framework for Infrared Image Enhancement.2015 11th International Conference on Signal-Image Technology & Internet-Based Systems.
[3] XiaominYang, Wei Wu,Kai Liu,Kai Zhou,Binyu Yan. Fast Multisensor Infrared Image Super-resolution Scheme with Multiple Regression Models. Journal of Systems Architecture (2015), doi: 10.1016/j.sysarc.2015.11.007
[4] Wei Wu,Xiaomin Yang*,?Kai Liu,Yiguang Liu,?Binyu Yan,Hua hua.A New Framework for Remote Sensing Image Super-resolution: Sparse Representation-based Method by Processing Dictionaries with Multi-type Features.Journal of Systems Architecture (2015), doi: 10.1016/j.sysarc.2015.11.005
[5] Yunfei Long,Shuaijun Wang,Wei Wu,Xiaomin Yang, Gwanggil Jeon,Kai Liu. Decoding line structured light patterns by using Fourier analysis. Optical Engineering 07/2015; 54(7):073109
[6] Yadong Song, Wei Wu,Zheng Liu,Xiaomin Yang,Kai Liu,Wei Lu. An Adaptive Pansharpening Method by Using Weighted Least Squares Filter. IEEE Geoscience and Remote Sensing Letters, 2015,11, DOI:10.1109/LGRS.2015.2492569
[7] Xiaomin Yang, Kai Liu, Zhongliang Gan, and Binyu Yan, Multiscale and Multitopic Sparse Representation for Multisensor Infrared Image Superresolution, Journal of Sensors, 2015, 693728
[8] Xiaofei Wang, Xiaomin Yang*, Xiaohai He, A high accuracy flow segmentation method in crowded scenes based on streakline [J].Optik. 2014,125(3):? 924–929.
[9] Yunfei Long, Shuaijun Wang, Wei Wu, Xiaomin Yang, Gwanggil Jeon, Kai Liu. Structured-light-assisted wireless digital optical communications. Optics Communications ,2015.11(355):406–410.?
[10] Kai Liu,?Xueling Luo,Wei Wu,Xiaomin Yang,Xiaojun Zheng. Fast and accurate calibration algorithm for laser pointer tracking via structured light illumination. Electronics Letters. 2014; 50(25):1946 – 1948.
[11] Wei Wu,Xiaomin Yang, Yu Pang, Jian Peng, G. Jeon. A multifocus image fusion method by using hidden Markov model[J]. Optics Communications, 2013, 287(1): 63-72.
[12] ZhiXu, QizhiTeng, Xiaohai He, Xiaomin Yang, Zhengji Li,Multiple-point Statistics Method based on Array structure for 3D Reconstruction of Fontainebleau sandstone,J. Petrol.Science and Engineering,2012,(100):71-80
[13] Wei Wu, Zheng Liu, Mo Chen,Xiaomin Yang, Xiaohai He. An automated vision system for container-code recognition[J]. Expert Systems with Applications, 2012, 39(3):2842–2855.
[14] Mo Chen, Wei Wu, Xiaomin Yang, and Xiaohai He. Hidden-Markov-Model-Based Segmentation Confidence Applied to Container Code Character Extraction[J]. IEEE Transactions on Intelligent Transportation systems, 2011, 12(4): 1147-1156.

专著
数字图像处理,四川大学出版社。

学术成果
近年来在图像超分辨率技术、热红外图像处理、视频及图像增强、车牌图像自动识别、人脸图像识别、主持和参与了多项国家级项目,发表了多篇学术论文,并申请了一系列发明专利。其中在图像超分辨率技术,热红外图像处理、视频及图像增强、图像识别等应用方面取得了一些研究成果。
学术任职
IEEE member,中国电子学会会员。