In this paper, we propose a new method of extracting a ne invariant texture signatures for content-based a ne invariant image retrieval (CBAIR). The algorithm discussed in this paper exploits the spectral signatures of texture images. Based on spectral representation of a ne transform, anisotropic scale invariant signatures of orientation spectrum distributions are extracted. Peaks distribution...