3D image analysis by separable discrete orthogonal moments based on Krawtchouk and Tchebichef polynomials

I Batioua, R Benouini, K Zenkouar, A Zahi - Pattern Recognition, 2017 - Elsevier
In this paper, we introduce new sets of separable discrete moments for 3D image analysis,
named: TKKM (Tchebichef-Krawtchouk-Krawtchouk Moments) and TTKM (Tchebichef …

Biomedical signals reconstruction and zero-watermarking using separable fractional order Charlier–Krawtchouk transformation and sine cosine algorithm

A Daoui, M Yamni, H Karmouni, M Sayyouri, H Qjidaa - Signal Processing, 2021 - Elsevier
In this paper, we present a novel discrete orthogonal transformation called the separable
Charlier-Krawtchouk transformation of fractional order (FrCKTs). This bivariate …

New set of fractional-order generalized Laguerre moment invariants for pattern recognition

O El Ogri, A Daoui, M Yamni, H Karmouni… - Multimedia Tools and …, 2020 - Springer
This article presents a new series of invariant moments, called Fractional-order Generalized
Laguerre Moment Invariants (FGLMI), based on Fractional-order Generalized Laguerre …

Image analysis by Meixner moments and a digital filter

T Jahid, A Hmimid, H Karmouni, M Sayyouri… - Multimedia Tools and …, 2018 - Springer
In this paper, we propose a new method for the rapid calculation of Meixner's discrete
orthogonal moments and its inverses. In this method, we have used the notion of digital …

Fast 3D image reconstruction by cuboids and 3D Charlier's moments

H Karmouni, T Jahid, M Sayyouri, R El Alami… - Journal of Real-Time …, 2020 - Springer
In this article, we propose a novel approach to accelerate the processing of 3D images by
the discrete orthogonal moments of Charlier. The proposed approach is based on two …

Fast reconstruction of 3D images using Charlier discrete orthogonal moments

H Karmouni, T Jahid, M Sayyouri, A Hmimid… - Circuits, Systems, and …, 2019 - Springer
We propose a new algorithm for accelerating the computation time of Charlier discrete
orthogonal moments for three-dimensional (3D) images, based on two fundamental notions …

Influence of Krawtchouk and Charlier moment's parameters on image reconstruction and classification

M Yamni, A Daoui, H Karmouni, M Sayyouri… - Procedia computer …, 2019 - Elsevier
The discrete orthogonal moments such as Krawtchouk and Charlier moments have been
used successfully in the field of image analysis. These moments are based on discrete …

Efficient computation of high-order Meixner moments for large-size signals and images analysis

A Daoui, M Sayyouri, H Qjidaa - Multimedia Tools and Applications, 2021 - Springer
In this paper, we present an in-depth study on the computational aspects of high-order
discrete orthogonal Meixner polynomials (MPs) and Meixner moments (MMs). This study …

Accurate 2D and 3D images classification using translation and scale invariants of Meixner moments

M Yamni, A Daoui, O El Ogri, H Karmouni… - Multimedia Tools and …, 2021 - Springer
Discrete orthogonal moments such as Meixner moments are powerful tools for
characterizing image shape features for applications in pattern recognition and image …

Fast and stable computation of the Charlier moments and their inverses using digital filters and image block representation

H Karmouni, A Hmimid, T Jahid, M Sayyouri… - Circuits, Systems, and …, 2018 - Springer
In this paper, we suggest a new method of fast and stable calculation of the discrete
orthogonal moments of Charlier and their inverses. This method is meant to accelerate the …