Multi-channel generalized pseudo-Jacobi-Fourier moments for color image reconstruction and object recognition

The generalized pseudo-Jacobi-Fourier moments (G-PJFMs) which are orthogonal and rotation invariant are characterized by a free parameter and the classical pseudo-Jacobi-Fourier moments (PJFMs) are the special case of G-PJFMs. In this paper, we have proposed the multi-channel G-PJFMs (MG-PJFMs) using the multi-channel framework and analyzed the effect of the free parameter on color image reconstruction and color object recognition under various geometric transformations and noisy conditions for G-PJFMs. The detailed experimental analysis provides the optimum values of the free parameter for these image analysis tasks.