Shape and texture indexes application to cell nuclei classification

G Thibault, B Fertil, C Navarro, S Pereira… - … Journal of Pattern …, 2013 - World Scientific
This paper describes the sequence of construction of a cell nuclei classification model by the
analysis, the characterization and the classification of shape and texture. We describe first …

On image registration using the radon transform: Review-and-improvement

FI Hjouj, M Soufiane Jouini - Proceedings of the 2021 4th International …, 2021 - dl.acm.org
In this paper, we review the problem of identifying a Linear Transformation applied on an
image. Three major parts are presented, all involved the use of Radon Transform: First …

Advancements in 2D/3D Image Registration Methods

F Hjouj, MS Jouini, M Al-Khaleel - IEEE Access, 2023 - ieeexplore.ieee.org
In this paper, we present methods for identifying an image from a given set of Radon
projections. Given a suitably regular 2-D or 3-D function, we form a new function from using …

Patch-based dual-tree complex wavelet transform for kinship recognition

A Goyal, T Meenpal - IEEE Transactions on Image Processing, 2020 - ieeexplore.ieee.org
Kinship recognition is a prominent research aiming to find if kinship relation exists between
two different individuals. In general, child closely resembles his/her parents more than …

Automatic epileptic seizure detection in EEG using nonsubsampled wavelet–fourier features

G Chen, W **e, TD Bui, A Krzyżak - Journal of Medical and Biological …, 2017 - Springer
Epilepsy is a common neurological disorder that is difficult to treat. Monitoring brain activity
using electroencephalography (EEG) has become an important tool for the diagnosis of …

Development of nonlinear model based on wavelet-ANFIS for rainfall forecasting at Klang Gates Dam

SA Akrami, V Nourani, SJS Hakim - Water resources management, 2014 - Springer
Rainfall is one of the most complicated effective hydrologic processes in runoff prediction
and water management. Artificial neural networks (ANN) have been found efficient …

Face recognition using dual-tree complex wavelet features

CC Liu, DQ Dai - IEEE Transactions on Image Processing, 2009 - ieeexplore.ieee.org
We propose a novel facial representation based on the dual-tree complex wavelet transform
for face recognition. It is effective and efficient to represent the geometrical structures in …

On the exponential Radon transform

F Hjouj - AIP Conference Proceedings, 2023 - pubs.aip.org
This is an introduction to an interesting application of Fourier analysis in tomography and
image processing. The Radon transform and the exponential Radon transform are reviewed …

Invariant pattern recognition using the RFM descriptor

TV Hoang, S Tabbone - Pattern Recognition, 2012 - Elsevier
A pattern descriptor invariant to rotation, scaling, translation (RST), and robust to additive
noise is proposed by using the Radon, Fourier, and Mellin transforms. The Radon transform …

Rainfall data analyzing using moving average (MA) model and wavelet multi-resolution intelligent model for noise evaluation to improve the forecasting accuracy

SA Akrami, A El-Shafie, M Naseri… - Neural Computing and …, 2014 - Springer
Rainfall forecasting and approximation of its magnitude have a huge and imperative role in
water management and runoff forecasting. The main objective of this paper is to obtain the …