A. W. Smeulders, M. Worring, S. Santini, A. Gupta, and R. Gain, Content-based image retrieval at the end of the early years, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.22, issue.12, 2000.
DOI : 10.1109/34.895972

S. R. Fountain and T. N. Tan, EFFICIENT ROTATION INVARIANT TEXTURE FEATURES FOR CONTENT-BASED IMAGE RETRIEVAL, Pattern Recognition, vol.31, issue.11, pp.1725-1732, 1998.
DOI : 10.1016/S0031-3203(98)00015-6

S. Fountain and T. N. Tan, RAIDER: rotation invariant retrieval and annotation of image database, Proc. of BMVC, vol.2, pp.390-399, 1997.

T. N. Tan, Geometric transform invariant texture analysis, SPIE, vol.2488, pp.475-485, 1995.

J. Ben-arie and Z. Wang, Pictorial recognition of objects employing affine invariance in the frequency domain, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.20, issue.6, 1998.
DOI : 10.1109/34.683774

D. Chetnerikov, Pattern regularity as a visual key, Image and Vision Computing, vol.18, issue.12, pp.975-985, 2000.
DOI : 10.1016/S0262-8856(00)00041-X

F. Liu and R. W. Picard, Periodicity, directionality, and randomness: Wold features for image modeling and retrieval, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.18, issue.7, 1996.
DOI : 10.1109/34.506794

J. G. Daugman and C. J. Downing, Demodulation, predictive coding, and spatial vision, Journal of the Optical Society of America A, vol.12, issue.4, pp.641-660, 1995.
DOI : 10.1364/JOSAA.12.000641

J. G. Zhang and T. N. Tan, Brief review of invariant texture analysis methods, Pattern Recognition, vol.35, issue.3, 2001.
DOI : 10.1016/S0031-3203(01)00074-7
URL : https://hal.archives-ouvertes.fr/inria-00548263

]. S. Chang, Texture discrimination by projective invariants, Pattern Recognition Letters 5 pp Rotation invariant texture features and their use in automatic script identification, IEEE Trans. Pattern Analysis and Machine Intelligence, vol.2012, issue.7, pp.337-342, 1987.

C. Ballester and M. Gonz¨¢gonz¨¢-lez, Affine invariant texture segmentation and shape from texture by variational methods Affine invariant texture signatures, Proc. of IEEE International Conference on Image Processing, pp.141-171, 1998.

Y. Rui and T. S. Huang, Image Retrieval: Current Techniques, Promising Directions, and Open Issues, Journal of Visual Communication and Image Representation, vol.10, issue.1, pp.39-62, 1999.
DOI : 10.1006/jvci.1999.0413

V. A. Aslandogan, C. T. Yu, J. M. Zachary, J. , and S. Iyengar, Techniques and systems for image and video retrieval, Content based image retrieval systems, Application-Specific Systems and Software Engineering and Technology, 1999. ASSET '99, pp.56-63, 1999.
DOI : 10.1109/69.755615

K. R. Castleman, Digital image processing, pp.171-206, 1996.

. About, B. Zhang-received-his, M. Sc, and . Sc, (1998) in automation from Shandong University of Technology. He is currently a Ph.D. candidate in the National Laboratory of Pattern Recognition, Institute of Automation of Chinese Academy of Sciences His research interests include invariant perception analysis, and pattern recognition, 1996.