[1] |
LIU Lihui,XU Jun,GONG Lei.Breast image classification based on multi-feature joint supervised dictionary learning[J].Computer Engineering,2018,44(3):245-250,258.(in Chinese)刘利卉,徐军,龚磊.基于多特征联合监督字典学习的乳腺图像分类[J].计算机工程,2018,44(3):245-250,258.
|
[2] |
ELAD M,AHAQRON M.Image denoising via sparse and redundant representations over learned dictionaries[J].IEEE Transactions on Image Processing,2006,15(12):3736-3745.
|
[3] |
WRIGHT J,YANG A Y,GANESH A,et al.Robust face recognition via sparse representation[J].IEEE Transactions on Pattern Analysis and Machine Intelligence,2009,31(2):210-227.
|
[4] |
WANG Liutao,HUANG Miao,WANG Jianxi,et al.Single frame super resolution algorithm of intersected-resolution adaptive dictionary learning[J].Computer Engineering,2016,42(8):206-210,219.(in Chinese)王刘涛,黄淼,王建玺,等.交叉分辨率自适应字典学习的单帧超分辨率算法[J].计算机工程,2016,42(8):206-210,219.
|
[5] |
WANG Keping,YANG Zanya,EN De.Image compression method based on sparse representation of classified redundant dictionary[J].Computer Engineering,2017,43(9):287-293.(in Chinese)王科平,杨赞亚,恩德.基于分类冗余字典稀疏表示的图像压缩方法[J].计算机工程,2017,43(9):287-293.
|
[6] |
LUO Y,XU Y,JI H.Removing rain from a single image via discriminative sparse coding[C]//Proceedings of IEEE International Conference on Computer Vision.Washignton D.C.,USA:IEEE Press,2015:3397-3405.
|
[7] |
RAMIREZ I,SPRECHMANN P,SAPIRO G.Classification and clustering via dictionary learning with structured incoherence and shared features[C]//Proceedings of IEEE Conference on Computer Vision and Pattern Recognition.Washignton D.C.,USA:IEEE Press,2010:3501-3508.
|
[8] |
GAO S,TSANG W H,MA Y.Learning category-specific dictionary and shared dictionary for fine-grained image categorization[J].IEEE Transactions on Image Processing,2013,23(2):623-634.
|
[9] |
ZHANG Q,LI B.Discriminative K-SVD for dictionary learning in face recognition[C]//Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition.Washignton D.C.,USA:IEEE Press,2010:2691-2698.
|
[10] |
AHARON M,ELAD M,BRUCKSTEIN A.K-SVD:an algorithm for designing overcomplete dictionaries for sparse representation[J].IEEE Transactions on Signal Processing,2006,54(11):4311-4322.
|
[11] |
JIANG Z,LIN Z,DAVIS L S.Label consistent K-SVD:learning a discriminative dictionary for recognition[J].IEEE Transactions on Pattern Analysis and Machine Intelligence,2013,35(11):2651-2664.
|
[12] |
LI Z,LAI Z,XU Y,et al.A locality-constrained and label embedding dictionary learning algorithm for image classification[J].IEEE Transactions on Neural Networks and Learning Systems,2017,28(2):278-293.
|
[13] |
MAIRAL J,BACH F,PONCE J,et al.Supervised dictionary learning[EB/OL].[2018-12-01].http://papers.nips.cc/paper/3448-supervised-dictionary-learning.
|
[14] |
MAIRAL J,BACH F,PONCE J.Task-driven dictionary learning[J].IEEE Transactions on Pattern Analysis and Machine Intelligence,2012,34(4):791-804.
|
[15] |
WANG Z,YANG J,NASRABADI N,et al.A max-margin perspective on sparse representation-based classification[C]//Proceedings of IEEE International Conference on Computer Vision.Washignton D.C.,USA:IEEE Press,2013:1217-1224.
|
[16] |
YANG M,ZHANG L,FENG X,et al.Sparse representation based fisher discrimination dictionary learning for image classification[J].International Journal of Computer Vision,2014,109(3):209-232.
|
[17] |
LIAN X C,LI Z,LU B L,et al.Max-margin dictionary learning for multiclass image categorization[C]//Proceedings of European Conference on Computer Vision.Berlin,Germany:Springer,2010:157-170.
|
[18] |
CAI Sijia,ZUO Wangmeng,ZHANG Lei,et al.Support vector guided dictionary learning[C]//Proceedings of ECCV'14.Berlin,Germany:Springer,2014:624-639.
|
[19] |
VAPNIK V.Statistical learning theory[M].New York,USA:John Wiley and Sons Inc.,1998.
|
[20] |
ZHANG L,YANG M,FENG X.Sparse representation or collaborative representation:which helps face recognition?[C]//Proceedings of 2014 International Conference on Computer Vision.New York,USA:ACM Press,2014:471-478.
|
[21] |
CAI S,ZHANG L,ZUO W,et al.A probabilistic collaborative representation based approach for pattern classification[C]//Proceedings of IEEE Conference on Computer Vision and Pattern Recognition.Washignton D.C.,USA:IEEE Press,2016:2950-2959.
|
[22] |
ZAFERIRIOU S,TEFAS A,PITAS I.Minimum class variance support vector machines[J].IEEE Transactions on Image Processing,2007,16(10):2551-2564.
|
[23] |
KOTSIA I,PIATS I,ZAFEIRIOU S,et al.Novel multiclass classifiers based on the minimization of the within-class variance[J].IEEE Transactions on Neural Networks,2009,20(1):14-34.
|
[24] |
ZHENG M,BU J,CHEN C,et al.Graph regularized sparse coding for image representation[J].IEEE Transactions on Image Processing,2011,20(5):1327-1336.
|
[25] |
WANG D,KONG S.A classification-oriented dictionary learning model:explicitly learning the particularity and commonality across categories[J].Pattern Recognition,2014,47(2):885-898.
|
[26] |
WANG J,LU C,WANG M,et al.Robust face recognition via adaptive sparse representation[J].IEEE Transactions on Cybernetics,2014,44(12):2368-2378.
|
[27] |
HULL J J.A database for handwritten text recognition research[J].IEEE Transactions on Pattern Analysis and Machine Intelligence,2002,16(5):550-554.
|
[28] |
ZHENG Zhang,YONG Xu,LING Shao,et al.Discriminative block-diagonal representation learning for image recognition[J].IEEE Transactions on Neural Networks and Learning Systems,2017,29(7):3111-3125.
|
[29] |
LEE K C,HO J,KRIEGMAN D J.Acquiring linear subspaces for face recognition under variable lighting[J].IEEE Transactions on Pattern Analysis and Machine Intelligence,2005,27(5):684-698.
|
[30] |
GEORGHIADES A S,BELHUMEUR P N,KRIEGMAN D J.From few to many:illumination cone models for face recognition under variable lighting and pose[J].IEEE Transactions on Pattern Analysis and Machine Intelligence,2002,23(6):643-660.
|
[31] |
SAMARIA F S,HARTER A.Parameterization of a stochastic model for human face identification[C]//Proceedings of the 2nd IEEE Workshop on Applications of Computer Vision.Washington D.C.,USA:IEEE Press,1994:138-142.
|
[32] |
MARTINEZA M,BEAVENTE R.The AR face database[EB/OL].[2018-12-01].http://www.cat.uab.es/Public/Publications/1998/MaB1998/.
|
[33] |
NENE S A,NAYAR S K,MURASE H.Columbia object image library(COIL-20):CUCS-005-96[R].New York,USA:Columbia University,1996.
|
[34] |
MURASE H,NAYAR S K.Visual learning and recognition of 3D objects from appearance[J].International Journal of Computer Vision,1995,14(1):5-24.
|
[35] |
LI F F,FERGUS R,PERONA P.Learning generative visual models from few training examples:an incremental Bayesian approach tested on 101 object categories[C]//Proceedings of Conference on Computer Vision and Pattern Recognition Workshop.Washington D.C.,USA:IEEE Press,2004:178.
|
[36] |
XU Yong,ZHANG Zheng,LU Guangming,et al.Approximately symmetrical face images for image preprocessing in face recognition and sparse representation based classification[J].Pattern Recognition,2016,54:68-82.
|