Quaternionic wavelets for texture classification

Pattern Recognition Letters

Volumn 32, Issue 13, 2011, Pages 1669-1678

  Soulard, Raphaël ^a   Carré, Philippe ^a  

^a UNIVERSITÉ DE POITIERS   (France)

Author keywords

2D Phase; Image classification; Image texture analysis; Quaternionic Wavelet Transform; Wavelet transform

Indexed keywords

2-D SIGNALS; 2D PHASE; ANALYTIC SIGNALS; CLASSIFICATION RESULTS; DIGITAL IMAGE ANALYSIS; IMAGE TEXTURE ANALYSIS; MULTI SCALE ANALYSIS; QUATERNION ALGEBRA; QUATERNIONIC WAVELET TRANSFORM; SHIFT INVARIANT; SUB-BANDS; TEXTURE CLASSIFICATION;

IMAGE ANALYSIS; TEXTURES;

WAVELET TRANSFORMS;

EID: 79960852629     PISSN: 01678655     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patrec.2011.06.028     Document Type: Article

References (16)

1. S. Arivazhagan, and L. Ganesan Texture classification using wavelet transform Elsevier Pat. Rec. Lett. 24 9-10 2003 1513 1521 (Pubitemid 36225856)
2. E. Bayro-Corrochano The theory and use of the quaternion wavelet transform J. Math. Imaging Vis. 24 1 2006 19 35 (Pubitemid 43269375)
3. G. Blanchet, L. Moisan, and B. Rougé Measuring the global phase coherence of an image 2008 URL http://hal.archives-ouvertes.fr/hal-00212337/en/
4. P. Brodatz Textures: A Photographic Album for Artists and Designers 1966 Dover publications New York
5. Bülow, T., 1999. Hypercomplex Spectral Signal Representation for the Processing and Analysis of Images. Thesis.
6. T. Celik, and T. Tjahjadi Multiscale texture classification using dual-tree complex wavelet transform Pattern Recognit. Lett. 30 3 2009 331 339
7. T. Celik, and T. Tjahjadi Bayesian texture classification and retrieval based on multiscale feature vector Pattern Recognit. Lett. 32 2 2011 159 167
8. W. Chan, H. Choi, and R. Baraniuk Coherent multiscale image processing using dual-tree quaternion wavelets IEEE Trans. Image Process. 17 7 2008 1069 1082
9. P. de Rivaz, and N. Kingsbury Complex wavelet features for fast texture image retrieval I 1999 109 113
10. S.L. Hahn Hilbert Transforms in Signal Processing 1996 Artech House Boston, London
11. N. Kingsbury Complex wavelets for shift invariant analysis and filtering of signals Appl. Comput. Harmon. Anal. 10 3 2001 234 253 (Pubitemid 33675919)
12. Lasmar, N.-E., Berthoumieu, Y., 2010. Multivariate statistical modeling for texture analysis using wavelet transforms. In: IEEE International Conference on Acoustics, Speech, and Signal Processing Proceedings (ICASSP).
13. I.W. Selesnick, R.G. Baraniuk, and N.G. Kingsbury The dual-tree complex wavelet transform IEEE Signal Process. Mag. 123 November 2005
14. M. Tuceyran, and A.K. Jain Texture analysis Handbook of Pattern Recognition and Computer Vision 1993 World Scientific Publishing Co., Inc. River Edge, NJ, USA 235 276
15. A. Vo, S. Oraintara, and T. Nguyen Using phase and magnitude information of the complex directional filter bank for texture image retrieval. IV 2007 61 64
16. J. Zhou, Y. Xu, and X. Yang Quaternion wavelet phase based stereo matching for uncalibrated images Pattern Recognit. Lett. 28 12 2007 1509 1522 (Pubitemid 46990589)