Local phase quantization descriptor for improving shape retrieval/classification

Pattern Recognition Letters

Volumn 33, Issue 16, 2012, Pages 2254-2260

  Nanni, Loris ^a   Brahnam, Sheryl ^b   Lumini, Alessandra ^c  

^a UNIVERSITY OF PADOVA   (Italy)

^b MISSOURI STATE UNIVERSITY   (United States)

^c UNIVERSITY OF BOLOGNA   (Italy)

Author keywords

Height functions; Inner distance shape context; Local phase quantization; Shape classification; Shape context; Texture descriptors

Indexed keywords

HEIGHT FUNCTIONS; LOCAL PHASE; SHAPE CLASSIFICATION; SHAPE CONTEXTS; TEXTURE DESCRIPTORS;

PATTERN RECOGNITION; SOFTWARE ENGINEERING;

IMAGE SEGMENTATION;

EID: 84866777530     PISSN: 01678655     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patrec.2012.07.007     Document Type: Article

References (32)

1. Anon. An electronic field guide: plant exploration and discovery in the 21st century. http://www1.cs.columbia.edu/cvgc/efg/index.php.
2. C. Aslan, A. Erdem, E. Erdem, and S. Tari Disconnected skeleton: shape at its absolute scale IEEE Trans. Pattern Anal. Mach. Intell. 30 12 2008 2188 2203
3. X. Bai Learning context-sensitive shape similarity by graph transduction IEEE Trans. Pattern Anal. Mach. Intell. 32 5 2010 861 874
4. X. Bai, B. Wang, C. Yao, W. Liu, and Z. Tu Co-Transduction for Shape Retrieval Image Processing, IEEE Transactions on 21 5 2012 2747 2757
5. S. Belongie, J. Malik, and J. Puzicha Shape matching and object recognition using shape contexts IEEE Trans. Pattern Anal. Mach. Intell. 24 24 2002 509 522 (Pubitemid 34448769)
6. F.L. Bookstein Morphometric tools for landmark data: Geometry and biology 1991 Cambridge University Press
7. A.M. Bronstein, M.M. Bronstein, A.M. Bruckstein, and R. Kimmel Analysis of two-dimensional non-rigid shapes Intl. J. Computer Vision (IJCV) 78/1 6 2008 67 88 (Pubitemid 351354425)
8. T.H. Cormen Introduction to algorithms second ed. 2001 The MIT Press Cambridge
9. M.R. Daliri, and V. Torre Robust symbolic representation for shape recognition and retrieval Pattern Recogn. 41 5 2008 1782 1798
10. J. Demsar Statistical comparisons of classifiers over multiple data sets Journal of Machine Learning Research 7 2006 1 30 (Pubitemid 43022939)
11. Gopalan, R.; Turaga, P.K.; Chellappa, R.; 2010. Articulation-invariant representation of non-planar shapes. In: Proc. ECCV, 2010, pp. 286-299.
12. L. Gorelick Shape representation and classification using the poisson equation IEEE Trans. Pattern Anal. Mach. Intell. 28 12 2006 1991 2005
13. D. Kendall Shape manifolds, procrustean metrics and comples projective spaces Bulletin of London Mathematical Society 16 1984 81 121
14. B.B. Kimia, A.R. Tannenbaum, and S.W. Zucker Shapes, shocks, and deformations, I: The components of shape and the reaction-diffusion space Int. J. Comput. Vision 15 3 1995 189 224
15. L.J. Latecki, and R. Lakamper Shape similarity measure based on correspondence of visual parts IEEE Trans. Pattern Anal. Mach. Intell. 22 10 2000 1185 1190 (Pubitemid 32066966)
16. Latecki, L.J.; Lakamper, R.; Eckhardt, U.; 2000. Shape descriptors for non-rigid shapes with a single closed contour. In: IEEE Conference on Computer Visions and, Pattern Recognition, pp. 424-429.
17. H. Ling, and D.W. Jacobs Shape classification using the inner-distance IEEE Trans. Pattern Anal. Mach. Intell. 29 2 2007 286 299 (Pubitemid 46420888)
18. Ling, H.; Yang, X.; Latecki, L.; 2010. Balancing deformability and discriminability for shape matching. In: Proc. ECCV 2010, pp. 411-424.
19. L. Nanni, S. Brahnam, and A. Lumini Matrix representation in pattern classification Expert Syst. Appl. 39 3 2012 3031 3036 15 February
20. Ojansivu, V.; Heikkila, J.; 2008. Blur insensitive texture classification using local phase quantization. In: ICISP2008.
21. Page, L.; et al.; 1998. The pagerank citation ranking: Bringing order to the web. In: Stanford Digital Libraries Working Paper 1998.
22. T.B. Sebastian, P.N. Klein, and B.B. Kimia Recognition of shapes by editing their shock graphs IEEE Trans. Pattern Anal. Mach. Intell. 25 5 2004 116 125
23. T.B. Sebastian, P.N. Klein, and B.B. Kimia Recognition of shapes by editing their shock graphs IEEE Trans. Pattern Anal. Mach. Intell. 26 5 2004 550 571
24. D. Sharvit Symmetry-based indexing of image database J. Vis. Commun. Image Represent. 9 4 1998 366 380
25. A. Shokoufandeh Indexing hierarchical structures using graph spectra IEEE Trans. Pattern Anal. Mach. Intell. 27 7 2005 1125 1140 (Pubitemid 41046907)
26. K. Siddiqi Shock graphs and shape matching Int. J. Comput. Vision 35 1 1999 13 32 (Pubitemid 30528015)
27. Temlyakov, A.; Munsell, B.; Waggoner, J.; Wang, S.; 2010. Two perceptually motivated strategies for shape classification. In: Proc. CVPR 2010, pp. 2289-2296.
28. Tu, Z.; Yuille, A.L.; 2004. Shape matching and recognition using generative models and informative features. In: ECCV: European Conference on Computer Vision, pp. 195-209.
29. R.C. Veltkamp, and M. Hagedoorn State of the Art in Shape Matching Principles of Visual Information Retrieval 2001 89 119
30. J. Wang, X. Bai, X. You, W. Liu, and L.J. Latecki Shape matching and classification using height functions Pattern Recogn. Lett. 33 2 2012 134 143
31. Xingwei Yang, Suzan Köknar-Tezel, Longin Jan Latecki: Locally constrained diffusion process on locally densified distance spaces with applications to shape retrieval. In: CVPR 2009.
32. Xingwei Yang, Lakshman Prasad, and Longin Jan Latecki Affinity learning with diffusion on tensor product graph IEEE Trans. Pattern Anal. Mach. Intell. 28 2 2012