Locally rotation, contrast, and scale invariant descriptors for texture analysis

IEEE Transactions on Pattern Analysis and Machine Intelligence

Volumn 30, Issue 1, 2008, Pages 52-61

  Mellor, Matthew ^a   Hong, Byung Woo ^b   Brady, Michael ^a  

^a UNIVERSITY OF OXFORD   (United Kingdom)

^b UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; DATABASE SYSTEMS; IMAGE ANALYSIS; IMAGE RETRIEVAL;

BRODATZ TEXTURES; LINEAR FILTERS; TEXTURE DISCRIMINATION METHOD; TEXTURE RECOGNITION ALGORITHMS;

IMAGE RECOGNITION;

ALGORITHM; ARTICLE; ARTIFICIAL INTELLIGENCE; AUTOMATED PATTERN RECOGNITION; COMPUTER ASSISTED DIAGNOSIS; IMAGE ENHANCEMENT; METHODOLOGY; REPRODUCIBILITY; ROTATION; SENSITIVITY AND SPECIFICITY; THREE DIMENSIONAL IMAGING;

ALGORITHMS; ARTIFICIAL INTELLIGENCE; IMAGE ENHANCEMENT; IMAGE INTERPRETATION, COMPUTER-ASSISTED; IMAGING, THREE-DIMENSIONAL; PATTERN RECOGNITION, AUTOMATED; REPRODUCIBILITY OF RESULTS; ROTATION; SENSITIVITY AND SPECIFICITY;

EID: 36448994011     PISSN: 01628828     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPAMI.2007.1161     Document Type: Article

References (25)

1. C-H. Pun and M-C. Lee. Log polar wavelet energy signiatures for rotation and scale invariant texture classification. IEEE PAMI, 25(5):590-602, 2003.
2. J. Zhang and T. Tan. Affine invariant classification and retrieval of texture images. Pattern Recognition, 36:657-664, 2003.
3. T. Leung and J. Malik. Representing and recognising the visual appearance of materials using three dimensional textons, IJCV, 43(1):29-14, 2001.
4. M. Varma and A. Zisserman. Classifying images of materials: Achieving viewpoint and illumination independence. Proc. ECCV, 3:255-271, 2002.
5. C. Schmidt S. Lazebnik, and J. Ponce. A sparse texture recognition using local affine regions. Technical Report CVR-TR-2004-01, Beckman Institute, University of Illinois, 2004.
6. S. Blunsden and L. Attalah. Investigating the effects of scale in mrf texture classification. Proc. IEE VIE, Glasgow, 2005.
7. T. Tuytelaars and L. Van Gool. Wide baseline stereo matching based on local, affinely invariant regions, Proc. BMVC, pages 412-425, 2000.
8. F. Schaffalitzky and A. Zisserman. Multi view matching for unordered image sets. Proc. ECCV, pages 414-431, 2002.
9. C. Schmidt. Constructing models for content-based image retrieval. Proc. CVPR, 2:39-45, 2001.
10. T. Randen and J.H. Husøy. Filtering for texture classification: A comparative study. IEEE PAMI, 21(4):291-310, 1999.
11. A. Laine and J. Fan. Texture classification by wavelet packet signatures. IEEE PAMI, 15:1186-1190, 1993.
12. T. Chang and C.-C.J. Kuo. Texture analysis and classification with tres structured wavelet transform. IEEE. trans. Image Processing, 2(4):429-441, 1993.
13. W. T. Freeman and E. H. Adelson. The design and use of steerable filters. IEEE Trans. Pattern Analysis and Machine Intelligence, 13(9):891-906, 1991.
14. B.M. ter Haar Romeny. Front End Vision and Multi-Scale Image Analysis Kluwer Academic Publisher, 2003.
15. T. Lindeberg. Feature detection with automatic scale selection. International Journal of Computer Vision, 30(2):77-116, 1998.
16. T. Lindeberg J. Gårding. Direct computation of shape cues using scale adapted spatial derivative operators. International Journal of Computer Vision, 17(2), 1996.
17. E.H. Adelson E.P. Simoncelli, W.T. Freeman and J. Heeger D. Shiftable multiscale transforms. IEEE trans. Information Theory, 38(2), 1992.
18. M. Felsberg. Low level image processing with the structure multivector. PhD Thesis, Christian-Albrechts-Universität, Kiel, 2002.
19. U. Köthe. Integrated edge and junction detection with the boundary tensor. Proc. ICCV, 1:424-431, 2003.
20. J. Koenderink and A. van Doorn. Surface shape and curvature scales. IVC, 10:557-565, 1992.
21. G. Carneiro and A.D. Jepson. Phase based local features. Proc. ECCV 1:282-296, 2002.
22. J. Malik and P. Perona. Preattentive texture discrimination with early vision mechanisms. J. Opt. Soc. Am., 7(5):923-932, 1990.
23. J.A. Noble D. Boukerroui and M. Brady. On the choice of band-pass quadrature filters. J. Math. Imag., 21(1):53-80, 2004.
24. P. Brodatz. Texture: A Photographic Album for Artists and Designers Dover, New York, 1966.
25. M. Varma and A. Zisserman. Texture classification: Are filter banks necessary? Proc. IEEE CVPR.