首页 - 教师空间 - 肖斌的个人空间         

电子名片--微信扫一扫以上二维码

肖斌,教授,博士,硕士生导师,国际博士生导师,第三批重庆市青年骨干教师。

2000.9-2004.7:陕西师范大学应用电子专业本科;

2004.9-2007.7:保送陕西师范大学信号与信息处理硕士研究生;

2007.7-2012.9:宁夏大学物理电气信息学院工作;

2009.8-2012.8:西安电子科技大学计算机系统结构专业博士研究生;

2015.9-2016.9:澳大利亚昆士兰大学博士后研究;

2012.9-现在:重庆邮电大学计算机科学与技术学院

发表专业学术论文40余篇,其中SCI检索20余篇、EI检索多篇,多次指导学生参加全国大学生电子设计竞赛并获奖。现为中国计算机学会会员、IET会员、IET宁夏分会执行主席,中国人工智能学会青年论坛西南论坛副主席兼秘书. Pattern recognition, IET Image Processing, Pattern Recognition Letters等刊物的审稿人。

【联系方式】:xiaobin@cqupt.edu.cn

【Google Scholar】:https://scholar.google.com.hk/citations?user=e3Dw1bkAAAAJ&hl=en

【研究方向】:深度学习及应用,医学图像分析,图像增强与复原,图像分析与识别,数字水印,内容安全,信息隐藏等。

【招生要求】:能吃苦耐劳,爱思考,有较强团队意识,有一定的数学和物理基础,有较强的英语读写能力。

【已毕业硕士研究生】:

2012级:赵通,联合指导, 研究方向:图像增强与复原;工作单位:21CN(深圳)

2013级:陆刚,研究方向:图像压缩与编码;工作单位:中国移动(兰州)

2014级:李琳萍,研究方向:图像特征提取;工作单位:中兴通信

张艳红,研究方向:图像压缩编码;工作单位:360

姜彦君,研究方向:图像增强与复原;工作单位:中兴通信

【在读硕士研究生】:

2015级:唐翰,研究方向:机器视觉中的深度学习;

史文明,研究方向:图像压缩与分析;

李书通,研究方向:医学图像处理与分析;

2016级:贺超雷,王凯丽,徐韵秋,周 乐,

2017级:欧鸽,王涌超,景如霞,聂茜茜,尚进跃,骆江霞

【项目列表】:

主持项目:

1. 正交多项式变换及其在图像压缩与分析中的应用研究(61572092), 国家自然科学基金-面上项目, 78万, 2016.01-2019.12

2. 退化图像不变性识别研究(61201383),国家自然科学基金-青年项目,24万,2013.01-2015.12

3. 退化图像的不变特征构造与识别研究(cstc2013jcyjA40048),重庆市基础与前沿项目5万,2013 -2015

4. 宁夏自然科学基金,2万,2012-2014

5. 重庆邮电大学博士启动基金, 5万,2012

6. 退化图像不变性识别,重庆邮电大学青年自然科学基金,1.5万,2012

参与项目:

1. 发育性骨和心脏畸形多模态数据深度学习与智能辅诊矫正关键技术研发,国家重点研发计划子课题,2016.07-2021.06, 102万元

2.基于多模态医学图像处理的多维可视化辅助诊疗关键技术研究(U1401252),国家自然科学基金—广东联合基金,242万元,2014年

3. 面向红枣品质无损检测的多源信息处理与融合机理研究,国家自然科学基金,18万元,2009年

4. 异构环境下智能监控系统中信息处理基础与无线传输机制,国家自然科学基金,53万,2011年

5. 基于统计流形的局部视觉特征层次化索引研究,国家自然科学基金,60万,2011年

6. 沙漠腹地沙尘监测与信息获取技术合作研究 ,国家国际科技合作专项项目,475万,2012年

研究生主持项目:

1.陆刚,基于离散正交多项式变换的图像压缩研究,重庆市教委研究生创新项目,1万,2015年

公开图像库

Butterfly images, collected from the internet, 640x480, 123 images (Download, 8.82Mb)

【专利列表】:

受理专利

美国专利:

[1] Wang Guoyin, Zhao Tong, Xiao Bin, Method and system for image enhancement, WO2017132858A1, US Patent App. 15/566,222

[2] Xiao Bin, Wang Guoyin, Li Weisheng, Methods, systems and media for image processing, W2016165076A1

中国发明专利:

[1] 肖斌,陆刚,李伟生,王国胤, 一种基于离散Tchebichef正交多项式的图像无损压缩方法 申请号:201510627118.4

[2] 肖斌,张艳红,李伟生,王国胤,一种基于二维局部二值模式的图像描述方法 申请号:201510779328.2

[3] 陆刚,肖斌,张艳红,李伟生, 一种基于离散Krawtchouk正交多项式的图像无损压缩方法 申请号:201510808019.3

[4] 李伟生 赵佳 肖斌 王国胤,基于自适应云模型的多模态脑部图像融合方法 申请号:201510811225.X

[5]肖斌,姜彦君,李伟生,王国胤,一种基于离散正交多项式变换的多聚焦图像融合方法 申请号:201610213236.2

[6] 肖斌,史文明,李伟生,王国胤,基于离散Tchebichef正交多项式变换和聚焦评价的多聚焦图像融合方法 申请号:201710076195.1

[7] 肖斌,贺超雷,栾晓,李伟生,一种便携的婴幼儿足生物力学异常智能检测与辅诊矫正系统,申请号:201710357429.X

[8] 肖斌,周乐,史文明,欧阳卫华,李伟生,一种基于多参数分数阶离散Tchebichef变换的图像加密方法,申请号:201710408580.1

[9] 肖斌,徐韵秋,李伟生,王国胤,一种基于深度学习的心音智能诊断系统及方法,申请号:201710515210.8

[10] 肖斌,魏杨,李伟生,一种基于区域卷积神经网络的农业害虫检测方法,申请号:201710890863.4

授权专利:

[1] 崔江涛,尹志良,张佳琦,肖斌,矢量量化中的码字搜索方法 授权号:ZL 2010 1 0225444.7

【Codes for the projects】:

Demo codes for:

【论文列表】:

Articles in press:

[1] 周乐,肖斌,史文明,李伟生,基于离散Tchebichef变换和聚焦评价的多聚焦图像融合方法,中国科学:信息科学,accepted (中文A类)

[2] 王凯丽,张艳红,肖斌,李伟生,一种基于二维局部二值模式的纹理图像分类方法,电子学报,Accept.(EI,中文A类)

[3] Bin Xiao, Wenming Shi, Gang Lu, Weisheng Li, An Optimized Quantization Technique for Image Compression Using DTT, Pattern Recognition and Image Analysis, Accepted, (EI).

2018年

[1] 肖斌, 唐翰,徐韵秋,李伟生,基于Hess矩阵的多聚焦图像融合方法,电子与信息学报,Vol. 40 (2): 255-263, 2018. (EI,中文A类)

[2] Bin Xiao, Han Tang, Yanjun Jiang, Weisheng Li, Guoyin Wang, Brightness and contrast controllable image enhancement based on histogram specification, Neurocomputing, Vol. 275: 2798-2809, 2018.(SCI二区)

[3] Jiao Du, Weisheng Li, Bin Xiao, Fusion of anatomical and functional images using parallel saliency features,information science,Vol.430–431: 567-576, 2018.(SCI一区)

[4]Han Tang, Bin Xiao, Weisheng Li, Guoyin Wang,Pixel Convolutional Neural Network for Multi-Focus Image Fusion, Information Science,433–434: 125-141, 2018.(SCI一区)

[5] Weisheng Li, Jia Zhao, Bin Xiao, Multi-modal medical image fusion by cloud model theory,Signal, Image and Video Processing, 12(3), 437-444, 2018.(SCI)

[6] 肖斌, 史文明,李伟生,马建峰,基于多阶分数离散切比雪夫变换和产生序列的图像加密方法,通信学报,2018, 39 (5):1-10. (中文A类)

[7] Weisheng Li, Yanquan Chen, Bin Xiao, Chen Feng, Dual linear structured support vector machine tracking method via scale correlation filter, Journal of Electronic Imaging, 2018, 27 (1): 013027. (SCI)

2017年

[1] Bin Xiao, Linping Li, Yu Li, Weisheng Li, Guoyin Wang, Image analysis by fractional-order orthogonal moments, Information Sciences, 382–383: 135-149,2017. http://dx.doi.org/10.1016/j.ins.2016.12.011. (SCI一区)

[2] Ziping Ma, Jinlin Ma, Bin Xiao, Ke Lu, A 3D polar-radius-moment invariant as a shape circularity measure, Neurocomputing,V259: 140-145,2017. (SCI二区)

[3] Weisheng Li, Xin Hu, Jiao Du, Bin Xiao,Adaptive remote-sensing image fusion based on dynamic gradient sparse and average gradient difference,International Journal of Remote Sensing Vol. 38 , Iss. 23,2017 (SCI三区)

[4] Jiao Du, Weisheng Li, Bin Xiao, Anatomical-functional image fusion by information of interest in local Laplacian filtering domain, IEEE Transactions on Image Processing ,26 (12), 5855-5866, 2017. (SCI二区)

[5]肖斌, 姜彦君, 李伟生, 王国胤,基于离散Tchebichef变换的多聚焦图像融合方法, 电子与信息学报,2017 Vol. 39 (8): 1927-1933 (EI,中文A类)

[6]Qamar Nawaz, Bin Xiao, Li Weisheng, Isma, Fusion of multimodal color medical images using quaternion principal component analysis,3rd International Conference of Pioneering Computer Scientists, Engineers and Educators, v 728, p 401-413, 2017. (EI)

[7]Qamar Nawaz, Bin Xiao, Li Weisheng, Isma, Multi-modal Medical Image Fusion Using 2DPCA, 2017 2nd International Conference on Image, Vision and Computing, pp.645-649, 2017. (EI)

2016年

[1] 陆刚, 肖斌, 王国胤, 基于离散Tchebichef矩和软决策量化的图像压缩, 计算机科学, 43(11): 304-308, 2016.

[2] 赵佳, 肖斌, 李伟生, 王国胤, 基于自适应云模型的多模态脑部图像融合方法, 计算机科学,43(11): 291-296, 2016.

[3] Qamar Nawaz, Bin Xiao, Li Weisheng, Du Jiao, Isma, Multi-modal medical image fusion using RGB-Principal Component Analysis, Journal of Medical Imaging and Health Informatics, 6(6):1349-1356. (SCI)

[4] Bin Xiao, Gang Lu, Yanhong Zhang, Weisheng Li, Guoyin Wang, Lossless image compression based on integer Discrete Tchebichef Transform, Neurocomputing, 214:587-593, 2016, http://dx.doi.org/10.1016/j.neucom.2016.06.050. (SCI二区)

[5] Jiao Du, Weisheng Li, Bin Xiao, Qamar Nawaz, Medical image fusion by combining parallel features on multi-scale local extrema scheme, Knowledge-Based Systems, 113:4-12, 2016, http://dx.doi.org/10.1016/j.knosys.2016.09.008. (SCI二区)

[6] Jiao Du, Weisheng Li, Ke Lu, Bin Xiao, An overview of multi-modal medical image fusion, Neurocomputing,215:3-20,, 2016, http://dx.doi.org/10.1016/j.neucom.2015.07.160. (SCI二区)

[7] Bin Xiao, Yanhong Zhang, Linping Li, Weisheng Li, Guoyin Wang, Explicit Krawtchouk moment invariants for invariant image recognition, Journal of Electronic Imaging, 25(2), 023002 (2016). doi: 10.1117/1.JEI.25.2.023002, (SCI)

[8] Weisheng Li, Peng Dong, Bin Xiao, Lifang Zhou. Object recognition based on the Region of Interest and optimal Bag of Words model. Neurocomputing 172: 271-280 (2016) (SCI二区)

[9] Bin Xiao, Gang Lu, Tong Zhao and Liang Xie, Rotation, Scaling and Translation Invariant Texture Recognition by Bessel-Fourier moments, Pattern Recognition and Image Analysis, 26(2) 302-308, 2016. (EI).

[10] Qamar Nawaz, Bin Xiao, Du Jiao, Multi-modal Color Medical Image Fusion using Quaternion Discrete Fourier Transform, Sensing and Imaging, 17(1), 1-15 (2016) DOI: 10.1007/s11220-016-0131-x (EI)

[11] Du Jiao, Li Weisheng, Bin Xiao, Qamar Nawaz, Union Laplacian pyramind with multiple features for medical image fusion, Neurocomputing 194(19): 326-339 (2016) (SCI二区)

2015年 (4篇)

[1] Bin Xiao, Jiang-Tao Cui, Hong-Xing Qin, Wei-Sheng Li, Guo-Yin Wang, Moments and moment invariants in the Radon space, Pattern Recognition, 2015, 48(9): 2772–2784. (SCI二区, 5-Year Impact Factor: 3.219) (pdf,Matlab source code)

[2] Bin Xiao, Wei-sheng Li, Guo-yin Wang, Errata and Comments on "Orthogonal Moments Based on Exponent Functions: Exponent-Fourier Moments" , Pattern Recognition, 2015, 48(4):1567-1569. (SCI二区, 5-Year Impact Factor: 3.219) (
pdf)

[3] Jiangtao Cui, Miaomiao Cui, Bin Xiao, Guangxin Li, Compact and Discriminative Representation of Bag-of-Features, Neurocomputing 2015:169(12):55-67. (SCI二区, 5-Year IF: 2.292)

[4] 肖斌,陆刚,王国胤,马建峰.基于离散Hermite多项式的图像压缩[J].计算机科学,2015,42(11A):140-141, 154

2014年(5篇)

[1] Bin Xiao, Guo-yin Wang, Wei-sheng Li, Radial Shifted Legendre Moments for Image Analysis and Invariant Image Recognition, Image and Vision Computing, 2014, 32(12):994-1006. (SCI三区, 5-Year Impact Factor: 2.095) (pdf, Matlab source code)

[2] Qin, Hongxing, XiaoYang Hong, Bin Xiao, Shaoting Zhang, and Guoyin Wang. "Blue noise sampling method based on mixture distance." Journal of Electronic Imaging 23.6 (2014): 063015-063015. (SCI四区, Impact Factor: 1.061)

[3] Tong Zhao, Guoyin Wang, Bin Xiao: Image Enhancement based on Quotient Space. In: 2014 Rough Sets and Intelligent Systems Paradigms. Lecture Notes in Computer Science Volume 8537, pp 384-391, 2014. (EI)


[4] 赵通,王国胤,肖斌. 基于多峰高斯函数的直方图规定化算法[J]. 计算机科学,2014,41(12):245-250

2013年 (4篇)

[1] Bin Xiao, Guo-yin Wang, Generic radial orthogonal moment invariants for invariant image recognition, Journal of Visual Communication and Image Representation, October 2013, 24(7):1002-1008.(SCI三区, 5-Year Impact Factor: 1.430)

[2] Bin Xiao, Guo-yin Wang, A Shape Circularity Measure Method Based on Radial moments, Journal of Electronic Imaging,22(3), 2013.(SCI四区, Impact Factor: 1.061)

[3] Ma Z, Kang B, Xiao B, et al. Three feature functions based on Radon transform for image retrieval and object recognition. Journal of Software, 2013, 8(2): 397-403.

[4] 李季;张之国;肖斌;杨泽林;王盾;基于离散切比雪夫变换的图像压缩,计算机工程与设计,2013, v.34;No.324(12) 4261-4266

2012年(3篇)

[1] Bin Xiao, Jian-Feng Ma, Jiao-Tao Cui, Combined blur and scale rotation invariant image recognition by Radon and pseudo Fourie-Mellin transform, Pattern Recognition, 2012, 45(1):314-321. (SCI二区, 5-Year Impact Factor: 3.219)

[2] Bin Xiao, Jian-Feng Ma, Jiao-Tao Cui, Radial Tchebichef Moment Invariants for Image Recognition, Journal of Visual Communication and Image Representation,2012,23(2):381-386. (SCI三区, 5-Year Impact Factor: 1.430)


[3] 赵杰,杨滨峰,肖斌. 利用非抽样Contourlet变换的抗旋转攻击水印算法[J]. 中国科技论文,2012,(07):523-528.


2011年(4篇)

[1] Bin Xiao, Jian-Feng Ma, Jiang-Tao Cui.Invariant Image Recognition Using Radial Jacobi Moment Invariants, The 6th International Conference on Image and Graphics(ICIG),2011, pp.280-285. (EI)

[2] Jiangtao Cui, Bin Xiao, Gengdai Liu, Liang Jiang. Speed up linear scan in high-dimensions by sorting one-dimensional projections. International Journal of Intelligent Systems and Applications, 2011. (EI)

[3] Ma, Zi-Ping, Kang, Bao-Sheng; Xiao, Bin. A study of Bessel Fourier moments invariant for image retrieval and classification, Proceedings of 2011 International Conference on Image Analysis and Signal Processing, IASP 2011, p 316-320. (EI)

[4] 崔江涛,李凤华,肖斌,詹海生. 高维数据集合的空间区域描述与快速匹配[J]. 计算机研究与发展,2011,(S3):124-131.

2010年(5篇)

[1] Bin Xiao, Jian-FengMa, XuanWang. Image analysis by Bessel–Fourier moments, Pattern Recognition, 2010, 43(8):2620-2629. (SCI二区, 5-Year Impact Factor: 3.219) (Matlab source code)

[2] Wang, Xuan, Guo, Fang-xia; Xiao, Bin; Ma, Jian-feng. Rotation invariant analysis and orientation estimation method for texture classification based on Radon transform and correlation analysis, Journal of Visual Communication and Image Representation, v 21, n 1, p 29-32, 2010. (SCI三区, 5-Year Impact Factor: 1.430)

[3] Bin Xiao, Jian-Feng Ma, Jiao-Tao Cui, Invariant Pattern Recognition using Radial Tchebichef moments, Pattern Recognition (CCPR), 2010 Chinese Conference on, 2010, pp.1-5. (EI)

[4] Jiangtao Cui, Bin Xiao, Zhiliang Yin. Speed up linear scan in high-dimensions using extended B+-tree. 2010 2nd International Workshop on Database Technology and Applications, DBTA2010. (EI)

[5] 崔江涛,肖斌,詹海生. 面向高维数据集的近邻顺序查询方法[J]. 计算机科学与探索,2010,(09):840-849.

2008年(4篇)

[1] 肖斌,车进,王晅. 一种基于Radon变换的物体几何变换不变矩分析方法[J]. 铁道学报, 2008, (05):135-139. (EI)

[2] 王晅,肖斌,马建峰. 基于Radon和解析Fourier-Mellin变换的尺度与旋转不变目标识别算法[J]. 中国图象图形学报,2008,(11):2157-2162.

[3] 王学忠,肖斌. 一种基于图像信息熵的自适应滤波算法[J]. 计算机应用,2008,(10):2643-2644+2651.

[4] 王晅,毕秀丽,马建峰,肖斌. 基于概率统计模型与图像主纹理方向分析的非线性滤波算法[J]. 中国图象图形学报,2008,(05):858-864.

2007年(2篇)

[1] Wang, Xuan, Xiao, Bin; Ma, Jian-Feng; Bi, Xiu-Li. Scaling and rotation invariant analysis approach to object recognition based on Radon and Fourier-Mellin transforms, Pattern Recognition, v 40, n 12, p 3503-3508, 2007. (SCI二区, 5-Year Impact Factor: 3.219)

[2] 肖斌,王晅,毕秀丽,袁益民. 基于直方图的HSI空间伪彩色编码研究[J]. 陕西师范大学学报(自然科学版),2007,(01):61-63.

2006年(3篇)

[1] 肖斌,王晅,毕秀丽,王振邦. 一种基于高斯函数的直方图规定化算法[J]. 铁道学报, 2006,(04):119-122. (EI)

[2] 毕秀丽,王晅,肖斌,袁益民. 一种基于HASH变换的循环散列分档排序算法[J]. 计算机工程与应用,2006,(14):50-51.

[3] 王晅,毕秀丽,马建峰,肖斌. 基于图像局部纹理方向概率统计模型的非线性滤波算法[J]. 计算机应用,2006,(12):2829-2831+2834