Extended local binary patterns for texture classification

Image and Vision Computing - Tập 30 Số 2 - Trang 86-99 - 2012
Li Liu1, Lingjun Zhao1, Yunli Long1, Gangyao Kuang1, Paul Fieguth2
1School of Electronic Science and Engineering, National University of Defense Technology, 47 Yanwachi, Changsha, Hunan, 410073, China#TAB#
2Department of Systems Design Engineering, University of Waterloo, Waterloo, Ontario, Canada N2L 3G1

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Tài liệu tham khảo

Tuceryan, 1993, Texture analysis, 235

Varma, 2005, A statistical approach to texture classification from single images, Int. J. Comput. Vis., 62, 61, 10.1007/s11263-005-4635-4

Varma, 2009, A statistical approach to material classification using image patches, IEEE Trans. Pattern Anal. Mach. Intell., 31, 2032, 10.1109/TPAMI.2008.182

Ojala, 2002, Multiresolution gray-scale and rotation invariant texture classification with local binary patterns, IEEE Trans. Pattern Anal. Mach. Intell., 24, 971, 10.1109/TPAMI.2002.1017623

Leung, 2001, Representing and recognizing the visual appearance of materials using three-dimensional textons, Int. J. Comput. Vis., 43, 29, 10.1023/A:1011126920638

Zhang, 2010, Monogenic-LBP: a new approach for rotation invariant texture classification, 2677

Xie, 2010, Texture classification via patch-based sparse texton learning, 2737

Zhang, 2007, Local features and kernels for classification of texture and object categories: a comprehensive study, Int. J. Comput. Vis., 73, 213, 10.1007/s11263-006-9794-4

Crosier, 2010, Using basic image features for texture classification, Int. J. Comput. Vis., 88, 447, 10.1007/s11263-009-0315-0

Lazebnik, 2005, A sparse texture representation using local affine regions, IEEE Trans. Pattern Anal. Mach. Intell., 27, 1265, 10.1109/TPAMI.2005.151

Manjunath, 1996, Texture features for browsing and retrieval of image data, IEEE Trans. Pattern Anal. Mach. Intell., 18, 837, 10.1109/34.531803

Randen, 1999, Filtering for texture classification: a comparative study, IEEE Trans. Pattern Anal. Mach. Intell., 21, 291, 10.1109/34.761261

Ojala, 1996, A comparative study of texture measures with classification based on feature distributions, Pattern Recognit., 29, 51, 10.1016/0031-3203(95)00067-4

Rodriguez, 2006, Face authentication using adapted local binary pattern histograms, 321

Ahonen, 2006, Face description with local binary patterns: application to face recognition, IEEE Trans. Pattern Anal. Mach. Intell., 28, 2037, 10.1109/TPAMI.2006.244

Zhao, 2007, Dynamic texture recognition using local binary patterns with an application to facial expressions, IEEE Trans. Pattern Anal. Mach. Intell., 29, 915, 10.1109/TPAMI.2007.1110

Hafiane1, 2007, Median binary pattern for textures classification, 387

Heikkilä, 2004, A texture-based method for detecting moving objects, vol. 1, 187

Pietikäinen, 2004, View-based recognition of real-world textures, Pattern Recognit., 37, 313, 10.1016/S0031-3203(03)00231-0

Liao, 2009, Dominant local binary patterns for texture classification, IEEE Trans. Image Process., 18, 1107, 10.1109/TIP.2009.2015682

Guo, 2010, A completed modeling of local binary pattern operator for texture classification, IEEE Trans. Image Process., 9, 1657

Heikkilä, 2009, Description of interest regions with local binary patterns, Pattern Recognit., 42, 425, 10.1016/j.patcog.2008.08.014

Chen, 2010, WLD: A robust local image descriptor, IEEE Trans. Pattern Anal. Mach. Intell., 32, 1705, 10.1109/TPAMI.2009.155

Cross, 1983, Markov random field texture models, IEEE Trans. Pattern Anal. Mach. Intell., 5, 25, 10.1109/TPAMI.1983.4767341

Ojala, 2001, Texture discrimination with multidimensional distributions of signed gray-level differences, Pattern Recognit., 34, 727, 10.1016/S0031-3203(00)00010-8

Liu, 2011, Generalized local binary patterns for texture classification

Caputo, 2005, Class-specific material categorization, 1597

Ahonen, 2007, Soft histograms for local binary patterns

Tan, 2010, Enhanced local texture feature sets for face recognition under difficult lighting conditions, IEEE Trans. Image Process., 19, 1635, 10.1109/TIP.2010.2042645

Caputo, 2010, Classifying materials in the real world, Image Vis. Comput., 28, 150, 10.1016/j.imavis.2009.05.005

Brodatz, 1966

Ojala, 2002, Outex–new frame work for empirical evaluation of texture analysis algorithm, 701

Guo, 2010, Rotation invariant texture classification using LBP variance (LBPV) with global matching, Pattern Recognit., 43, 706, 10.1016/j.patcog.2009.08.017

Nanni, 2010, Local binary patterns variants as texture descriptors for medical image analysis, Artif. Intell. Med., 49, 117, 10.1016/j.artmed.2010.02.006

Dana, 1999, Reflectance and texture of real-world surfaces, ACM Trans. Graph., 18, 1, 10.1145/300776.300778

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