Texture analysis and classification using shortest paths in graphs

Pattern Recognition Letters

Volumn 34, Issue 11, 2013, Pages 1314-1319

  De Mesquita Sá Jr , Jarbas Joaci ^a   Backes, André Ricardo ^b   Cortez, Paulo César ^a  

^a Campus do Pici S N   (Brazil)

^b FEDERAL UNIVERSITY OF UBERLÂNDIA   (Brazil)

Author keywords

Texture analysis Graph Shortest path

Indexed keywords

BRODATZ; CLASSIFICATION RESULTS; DIFFERENT SCALE; SHORTEST PATH; TEXTURE ANALYSIS; TEXTURE ANALYSIS METHOD; TEXTURE DESCRIPTORS; UNDIRECTED WEIGHTED GRAPHS;

DATA PROCESSING; GRAPH THEORY; PIXELS;

TEXTURES;

EID: 84877998114     PISSN: 01678655     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patrec.2013.04.013     Document Type: Article

References (36)

1. R. Azencott, J.-P. Wang, and L. Younes Texture classification using windowed fourier filters IEEE Transactions on Pattern Analysis and Machine Intelligence 19 2 1997 148 153
2. A.R. Backes, D. Casanova, and O.M. Bruno Plant leaf identification based on volumetric fractal dimension IJPRAI 23 6 2009 1145 1160
3. A.R. Backes, W.N. Gonçalves, A.S. Martinez, and O.M. Bruno Texture analysis and classification using deterministic tourist walk Pattern Recognition 43 3 2010 685 694
4. J. Beck, A. Sutter, and R. Ivry Spatial frequency channels and perceptual grouping in texture segregation Computer Vision, Graphics and Image Processing 37 1987 299 325 (Pubitemid 17532325)
5. R. Bellman On a routing problem Quarterly of Applied Mathematics 16 1 1958 87 90
6. P. Brodatz Textures: A Photographic Album for Artists and Designers 1966 Dover Publications New York
7. D. Casanova, J.J.M. Sá Junior, and O.M. Bruno Plant leaf identification using gabor wavelets International Journal of Imaging Systems and Technology 19 1 2009 236 243
8. T. Chang, and C.-C.J. Kuo Texture analysis and classification with tree-structure wavelet transform IEEE Transactions on Image Processing 2 4 1993 429 441
9. Y.Q. Chen, and G. Bi On texture classification using fractal dimension IJPRAI 13 6 1999 929 943 (Pubitemid 30504426)
10. L.F. Costa, F.A. Rodrigues, G. Travieso, and P.R.V. Boas Characterization of complex networks: a survey of measurements Advances in Physics 56 2007 167 242 (Pubitemid 46504905)
11. Daubechies, I., 1992. Ten lectures on wavelets, SIAM: Society for Industrial and Applied Mathematics, Philadelphia, PA, USA.
12. E.W. Dijkstra A note on two problems in connexion with graphs Numerische Mathematik 1 1959 269 271
13. A. Drozdek Data Structures and Algorithms in C++ 2nd Edition 2000 Brooks/Cole Publishing Co. Pacific Grove, CA, USA
14. D. Ebert, K. Musgrave, D. Peachey, and K. Perlin Worley, Texturing and Modeling: A Procedural Approach 1994 Academic Press
15. C.W. Emerson, N.N. Lam, and D.A. Quattrochi Multi-scale fractal analysis of image texture and patterns Photogrammetric Engineering and Remote Sensing 65 1 1999 51 62
16. L. Euler Solutio problematis ad geometriam situs pertinentis Commentarii Academiae Scientiarum Imperialis Petropolitanae 8 1736 128 140
17. B.S. Everitt, and G. Dunn Applied Multivariate Analysis second ed. 2001 Arnold
18. K. Fukunaga Introduction to Statistical Pattern Recognition second ed. 1990 Academic Press
19. R.M. Haralick Statistical and structural approaches to texture Proc. IEEE 67 5 1979 786 804
20. A. Jagannathan, and E.L. Miller A graph-theoretic approach to multiscale texture segmentation IEEE International Conference on Image Processing 2 2002 777 780
21. X. Jin, S. Gupta, K. Mukherjee, and A. Ray Wavelet-based feature extraction using probabilistic finite state automata for pattern classification Pattern Recognition 44 7 2011 1343 1356
22. M. Jirik, T. Ryba, and M. Zelezny Texture based segmentation using graph cut and Gabor filters Pattern Recognition and Image Analysis 21 2 2011 258 261
23. B. Julesz Experiments in the visual perception of texture Scientific American 232 4 1975 34 43
24. L.M. Kaplan Extended fractal analysis for texture classification and segmentation IEEE Transactions on Image Processing 8 11 1999 1572 1585
25. A. Laine, and J. Fan Texture Classification by Wavelet Packet Signatures IEEE Transactions on Pattern Analysis and Machine Intelligence 15 11 1993 1186 1191
26. S. Lazebnik, C. Schmid, and J. Ponce A sparse texture representation using local affine regions IEEE Transactions on Pattern Analysis and Machine Intelligence 27 8 2005 1265 1278 (Pubitemid 41245056)
27. C.S. Lu, P.C. Chung, and C.F. Chen Unsupervised texture segmentation via wavelet transform Pattern Recognition 30 5 1997 729 742 (Pubitemid 27476599)
28. B.S. Manjunath, and W.-Y. Ma Texture features for browsing and retrieval of image data IEEE Transactions on Pattern Analysis and Machine Intelligence 18 8 1996 837 842 (Pubitemid 126772825)
29. V. Murino, C. Ottonello, and S. Pagnan Noisy texture classification: a higher order statistics approach Pattern Recognition 31 4 1998 383 393 (Pubitemid 128402118)
30. T. Randen, and J.H. Husøy Filtering for texture classification: a comparative study IEEE Transactions on Pattern Analysis and Machine Intelligence 21 4 1999 291 310
31. J.J.M. Sá Junior, and A.R. Backes A Simplified Gravitational Model for Texture Analysis Lecture Notes in Computer Science P. Real, D. DÍaz-Pernil, H. Molina-Abril, A. Berciano, W.G. Kropatsch, vol. 6854 2011 Springer 26 33
32. J.J.M. Sá Junior, and A.R. Backes A simplified gravitational model to analyze texture roughness Pattern Recognition 45 2 2012 732 741
33. Sá, J.J.M., Jr., Backes, A.R., Cortez, P.C., in press. A simplified gravitational model for texture analysis. Journal of Mathematical Imaging and Vision. http://dx.doi.org/10.1007/s10851-012-0408-1.
34. A. Sengür, I. Türkoglu, and M.C. Ince Wavelet packet neural networks for texture classification Expert System Applications 32 2 2007 527 533 (Pubitemid 44647819)
35. C. Tricot Curves and Fractal Dimension 1995 Springer-Verlag
36. C.L. Xu, and Y.Q. Xen Statistical landscape features for texture classification IEEE International Conference on Pattern Recognition 1 2004 676 679