Abdelmalik Taleb-Ahmed

Orcid: 0000-0001-8750-1905

According to our database1, Abdelmalik Taleb-Ahmed authored at least 165 papers between 1994 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

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Bibliography

2025
Boosting house price estimations with Multi-Head Gated Attention.
Expert Syst. Appl., 2025

2024
COVID-19 Infection Percentage Estimation from Computed Tomography Scans: Results and Insights from the International Per-COVID-19 Challenge.
Sensors, March, 2024

Generation and detection of manipulated multimodal audiovisual content: Advances, trends and open challenges.
Inf. Fusion, March, 2024

Robust trajectory tracking of quadrotors using adaptive radial basis function network compensation control.
J. Frankl. Inst., 2024

Driver's facial expression recognition: A comprehensive survey.
Expert Syst. Appl., 2024

Shuffle Vision Transformer: Lightweight, Fast and Efficient Recognition of Driver Facial Expression.
CoRR, 2024

Boosting Hyperspectral Image Classification with Gate-Shift-Fuse Mechanisms in a Novel CNN-Transformer Approach.
CoRR, 2024

Artificial Intelligence in Bone Metastasis Analysis: Current Advancements, Opportunities and Challenges.
CoRR, 2024

Harnessing the Power of Large Vision Language Models for Synthetic Image Detection.
CoRR, 2024

Bi-LORA: A Vision-Language Approach for Synthetic Image Detection.
CoRR, 2024

Ensembling and Test Augmentation for Covid-19 Detection and Covid-19 Domain Adaptation from 3D CT-Scans.
CoRR, 2024

D-TrAttUnet: Toward hybrid CNN-transformer architecture for generic and subtle segmentation in medical images.
Comput. Biol. Medicine, 2024

Quadratic Convolution-based YOLOv8 (Q-YOLOv8) for localization of intracranial hemorrhage from head CT images.
Biomed. Signal Process. Control., 2024

Emb-trattunet: a novel edge loss function and transformer-CNN architecture for multi-classes pneumonia infection segmentation in low annotation regimes.
Artif. Intell. Rev., 2024

FIDAVL: Fake Image Detection and Attribution Using Vision-Language Model.
Proceedings of the Pattern Recognition - 27th International Conference, 2024

Rethinking Attention Gated with Hybrid Dual Pyramid Transformer-CNN for Generalized Segmentation in Medical Imaging.
Proceedings of the Pattern Recognition - 27th International Conference, 2024

2023
BM-Seg: A new bone metastases segmentation dataset and ensemble of CNN-based segmentation approach.
Expert Syst. Appl., October, 2023

Automatically weighted binary multi-view clustering via deep initialization (AW-BMVC).
Pattern Recognit., May, 2023

PDAtt-Unet: Pyramid Dual-Decoder Attention Unet for Covid-19 infection segmentation from CT-scans.
Medical Image Anal., May, 2023

CNN based facial aesthetics analysis through dynamic robust losses and ensemble regression.
Appl. Intell., May, 2023

Visual soft landing of an autonomous quadrotor on a moving pad using a combined fuzzy velocity control with model predictive control.
Signal Image Video Process., February, 2023

Deep Learning Solution for Quantification of Fluorescence Particles on a Membrane.
Sensors, February, 2023

Pain Analysis using Adaptive Hierarchical Spatiotemporal Dynamic Imaging.
CoRR, 2023

Deep Learning Techniques for Hyperspectral Image Analysis in Agriculture: A Review.
CoRR, 2023

D-TrAttUnet: Dual-Decoder Transformer-Based Attention Unet Architecture for Binary and Multi-classes Covid-19 Infection Segmentation.
CoRR, 2023

2D and 3D CNN-Based Fusion Approach for COVID-19 Severity Prediction from 3D CT-Scans.
CoRR, 2023

Automatic Bone Metastasis Classification: An in-depth Comparison of CNN and Transformer Architectures.
Proceedings of the International Conference on Innovations in Intelligent Systems and Applications, 2023

Deep-Covid-SEV: an Ensemble 2D and 3D CNN-Based Approach for Covid-19 Severity Prediction from 3D CT-SCANS.
Proceedings of the IEEE International Conference on Acoustics, 2023

2022
Schedule-Based Cooperative Multi-agent Reinforcement Learning for Multi-channel Communication in Wireless Sensor Networks.
Wirel. Pers. Commun., 2022

Map-Matching-Based Localization Using Camera and Low-Cost GPS for Lane-Level Accuracy.
Sensors, 2022

Face Presentation Attack Detection Using Deep Background Subtraction.
Sensors, 2022

Knowledge-based tensor subspace analysis system for kinship verification.
Neural Networks, 2022

Efficient palmprint biometric identification systems using deep learning and feature selection methods.
Neural Comput. Appl., 2022

Improvement of emotion recognition from facial images using deep learning and early stopping cross validation.
Multim. Tools Appl., 2022

Deep learning based face beauty prediction via dynamic robust losses and ensemble regression.
Knowl. Based Syst., 2022

Facial age estimation using tensor based subspace learning and deep random forests.
Inf. Sci., 2022

RGBD deep multi-scale network for background subtraction.
Int. J. Multim. Inf. Retr., 2022

Ensemble CNN models for Covid-19 Recognition and Severity Perdition From 3D CT-scan.
CoRR, 2022

IDT: An incremental deep tree framework for biological image classification.
Artif. Intell. Medicine, 2022

A CNN-based methodology for cow heat analysis from endoscopic images.
Appl. Intell., 2022

Study of the influence of RGB and Lab color spaces on the performance of multifocus image fusion techniques.
Proceedings of the 4th International Conference on Pattern Analysis and Intelligent Systems, 2022

A Cervix Detection Driven Deep Learning Approach for Cow Heat Analysis from Endoscopic Images.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

ILC-Unet++ for Covid-19 Infection Segmentation.
Proceedings of the Image Analysis and Processing. ICIAP 2022 Workshops, 2022

CNR-IEMN-CD and CNR-IEMN-CSD Approaches for Covid-19 Detection and Covid-19 Severity Detection from 3D CT-scans.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

2021
A Novel Multi-Level Pyramid Co-Variance Operators for Estimation of Personality Traits and Job Screening Scores.
Traitement du Signal, 2021

Multi-Channel Generative Framework and Supervised Learning for Anomaly Detection in Surveillance Videos.
Sensors, 2021

COVID-19 Recognition Using Ensemble-CNNs in Two New Chest X-ray Databases.
Sensors, 2021

Recognition of COVID-19 from CT Scans Using Two-Stage Deep-Learning-Based Approach: CNR-IEMN.
Sensors, 2021

A weighted exponential discriminant analysis through side-information for face and kinship verification using statistical binarized image features.
Int. J. Mach. Learn. Cybern., 2021

Two Ensemble-CNN Approaches for Colorectal Cancer Tissue Type Classification.
J. Imaging, 2021

Per-COVID-19: A Benchmark Dataset for COVID-19 Percentage Estimation from CT-Scans.
J. Imaging, 2021

Bone microarchitecture characterization based on fractal analysis in spatial frequency domain imaging.
Int. J. Imaging Syst. Technol., 2021

Heuristically accelerated reinforcement learning for channel assignment in wireless sensor networks.
Int. J. Sens. Networks, 2021

Lesions Detection of Multiple Sclerosis in 3D Brian MR Images by Using Artificial Immune Systems and Support Vector Machines.
Int. J. Cogn. Informatics Nat. Intell., 2021

Impact of the lossy image compression on the biometric system accuracy: a case study of hand biometrics.
Int. J. Comput. Aided Eng. Technol., 2021

Railway Obstacle Detection Using Unsupervised Learning: An Exploratory Study.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2021

CNR-IEMN: A Deep Learning Based Approach to Recognise Covid-19 from CT-Scan.
Proceedings of the IEEE International Conference on Acoustics, 2021

LSTM-based System for Multiple Obstacle Detection using Ultra-wide Band Radar.
Proceedings of the 13th International Conference on Agents and Artificial Intelligence, 2021

2020
Evaluation of Textural Degradation in Compressed Medical and Biometric Images by Analyzing Image Texture Features and Edges.
Traitement du Signal, 2020

Feature fusion via Deep Random Forest for facial age estimation.
Neural Networks, 2020

Multimodal 2d + 3d multi-descriptor tensor for face verification.
Multim. Tools Appl., 2020

A comparative study of human facial age estimation: handcrafted features vs. deep features.
Multim. Tools Appl., 2020

Toward real-time road detection for autonomous vehicles.
J. Electronic Imaging, 2020

Tensor cross-view quadratic discriminant analysis for kinship verification in the wild.
Neurocomputing, 2020

Fusing Transformed Deep and Shallow features (FTDS) for image-based facial expression recognition.
Expert Syst. Appl., 2020

Anomaly Detection in Surveillance Videos by Future Appearance-motion Prediction.
Proceedings of the 15th International Joint Conference on Computer Vision, 2020

Pedestrian Detection and Classification for Autonomous Train.
Proceedings of the 4th IEEE International Conference on Image Processing, 2020

Network Intrusion Detection System Using Neural Network and Condensed Nearest Neighbors with Selection of NSL-KDD Influencing Features.
Proceedings of the IEEE International Conference on Internet of Things and Intelligence System, 2020

Multi-view Deep Features for Robust Facial Kinship Verification.
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

Vehicles Tracking by Combining Convolutional Neural Network Based Segmentation and Optical Flow Estimation.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2020

2019
A Heterogeneous Multi-Core Based Biomedical Application Processing System and Programming Toolkit.
J. Signal Process. Syst., 2019

Kinship verification from face images in discriminative subspaces of color components.
Multim. Tools Appl., 2019

Two-stages based facial demographic attributes combination for age estimation.
J. Vis. Commun. Image Represent., 2019

A Robust Method for MR Image Segmentation and Multiple Scleroses Detection.
J. Medical Imaging Health Informatics, 2019

Fusion of transformed shallow features for facial expression recognition.
IET Image Process., 2019

Learning multi-view deep and shallow features through new discriminative subspace for bi-subject and tri-subject kinship verification.
Appl. Intell., 2019

Kinship Verification based Deep and Tensor Features through Extreme Learning Machine.
Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019

TrueView: A LIDAR Only Perception System for Autonomous Vehicle (Interactive Presentation).
Proceedings of the Workshop on Autonomous Systems Design, 2019

Facial Expression Recognition Based on DWT Feature for Deep CNN.
Proceedings of the 6th International Conference on Control, 2019

2018
Designing a camera placement assistance system for human motion capture based on a guided genetic algorithm.
Virtual Real., 2018

Automatic Hand Detection in Color Images based on skin region verification.
Multim. Tools Appl., 2018

Local Patterns and Big Time Series Data for Facial Poses Classification.
J. Comput., 2018

A new method for the optical flow estimation and segmentation of moving objects 'NMES'.
Int. J. Intell. Syst. Technol. Appl., 2018

Deep learning features for robust facial kinship verification.
IET Image Process., 2018

Speech enhancement using Rao-Blackwellized particle filtering of complex DFT coefficients.
Comput. Electr. Eng., 2018

2D and 3D Palmprint Recognition using Deep Learning Method.
Proceedings of the 2018 3rd International Conference on Pattern Analysis and Intelligent Systems (PAIS), 2018

LIDAR and Stereo-Camera fusion for reliable Road Extraction.
Proceedings of the 30th International Conference on Microelectronics, 2018

Kinship Verification Using Context-Aware Local Binary Feature Learning.
Proceedings of the International Conference on Control, Automation and Diagnosis, 2018

2017
Fuzzy Edge Detection in Computed Tomography Through Genetic Algorithm Optimization.
Proceedings of the Metaheuristics for Medicine and Biology, 2017

Novel semi-blind estimation for turbo decoding in impulsive noise channel.
Int. J. Syst. Assur. Eng. Manag., 2017

Real-time wrist localization in color images based on corner analysis.
Multim. Tools Appl., 2017

Adaptive Medical Image Compression Based on Lossy and Lossless Embedded Zerotree Methods.
J. Inf. Process. Syst., 2017

New formulation of GNSS acquisition with CFAR detection.
Int. J. Satell. Commun. Netw., 2017

Fast binary support vector machine learning method by samples reduction.
Int. J. Data Min. Model. Manag., 2017

Design and Implementation of a Robust Acoustic Recognition System for Waterbird Species using TMS320C6713 DSK.
Int. J. Ambient Comput. Intell., 2017

Pyramid multi-level features for facial demographic estimation.
Expert Syst. Appl., 2017

New use of the HITS algorithm for fast web page classification.
Turkish J. Electr. Eng. Comput. Sci., 2017

A novel statistical and multiscale local binary feature for 2D and 3D face verification.
Comput. Electr. Eng., 2017

Adaptive video-based algorithm for accident detection on highways.
Proceedings of the 12th IEEE International Symposium on Industrial Embedded Systems, 2017


Personality Traits and Job Candidate Screening via Analyzing Facial Videos.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

2016
Robust multimodal 2D and 3D face authentication using local feature fusion.
Signal Image Video Process., 2016

Performance Study of Harmony Search Algorithm for Multilevel Thresholding.
J. Intell. Syst., 2016

Robust acoustic bird recognition for habitat monitoring with wireless sensor networks.
Int. J. Speech Technol., 2016

Social spiders optimization and flower pollination algorithm for multilevel image thresholding: A performance study.
Expert Syst. Appl., 2016

Facial age estimation using BSIF and LBP.
CoRR, 2016

New and robust method for trabecular bone texture based on fractal dimension.
Proceedings of the IECON 2016, 2016

Towards a new standard in medical video compression.
Proceedings of the IECON 2016, 2016

A New Optimal Neuro-Fuzzy Inference System for MR Image Classification and Multiple Scleroses Detection.
Proceedings of the Bio-inspired Computing - Theories and Applications, 2016

Anisotropy analysis of textures using wavelets transform and fractal dimension.
Proceedings of the 2nd International Conference on Advanced Technologies for Signal and Image Processing, 2016

2015
Gender and texture classification: A comparative analysis using 13 variants of local binary patterns.
Pattern Recognit. Lett., 2015

R-peaks detection based on stationary wavelet transform.
Comput. Methods Programs Biomed., 2015

2014
Full Body Adjustment Using Iterative Inverse Kinematic and Body Parts Correlation.
J. Mobile Multimedia, 2014

Textural Approach for Mass Abnormality Segmentation in Mammographic Images.
CoRR, 2014

Change Detection in Urban Land Cover Using Landsat Images Satellites, A Case Study in Algiers Town.
Proceedings of the Tenth International Conference on Signal-Image Technology and Internet-Based Systems, 2014

Robust remote speaker recognition system based on AR-MFCC features and efficient speech activity detection algorithm.
Proceedings of the 11th International Symposium on Wireless Communications Systems, 2014

MS lesions segmentation in 3D MR images using FCM and SVM.
Proceedings of the 4th International Conference on Image Processing Theory, 2014

Multimodal biometric systems.
Proceedings of the 4th International Conference on Multimedia Computing and Systems, 2014

2013
Multi-dimensional Capon spectral estimation using discrete Zhang neural networks.
Multidimens. Syst. Signal Process., 2013

Automatic tissue classification by integrating medical expert anatomic ontologies.
Int. J. Adv. Oper. Manag., 2013

Design of Biorthogonal Filter Banks Using a Multi-objective Genetic Algorithm for an Image Coding Scheme.
Circuits Syst. Signal Process., 2013

Automatic prostate segmentation in cone-beam computed tomography images using rigid registration.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Fast Unsupervised Segmentation Using Active Contours and Belief Functions.
Proceedings of the Computer Analysis of Images and Patterns, 2013

2012
Multi-objective GA optimization of fuzzy penalty for image reconstruction from projections in X-ray tomography.
Digit. Signal Process., 2012

On the self-similarity of 1/f<sup>β</sup> sequences synthesized by recursive filtering.
Comput. Electr. Eng., 2012

Binary Active Contours using both inside and outside texture descriptors.
Proceedings of the 3rd International Conference on Image Processing Theory Tools and Applications, 2012

Texture segmentation using globally active contours model and Cauchy-Schwarz distance.
Proceedings of the 3rd International Conference on Image Processing Theory Tools and Applications, 2012

Segmentation of Prostate Using Interactive Finsler Active Contours and Shape Prior.
Proceedings of the Image and Signal Processing - 5th International Conference, 2012

Fast globally supervised segmentation by active contours with shape and texture descriptors.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Interactive binary active contours for prostate contour delineation.
Proceedings of the 12th IEEE International Conference on Bioinformatics & Bioengineering, 2012

2011
Secure and Robust IPV6 Autoconfiguration Protocol For Mobile Adhoc Networks Under Strong Adversarial Model
CoRR, 2011

An intelligent generalized system for tissue classification on MR images by integrating qualitative medical knowledge.
Biomed. Signal Process. Control., 2011

QRS complex detection based on multi wavelet packet decomposition.
Appl. Math. Comput., 2011

TCSAP: A New Secure and Robust Modified MANETconf Protocol.
Proceedings of the Recent Trends in Wireless and Mobile Networks, 2011

Run length encoding and wavelet transform based ECG compression algorithm for transmission via IEEE802.11b WLAN channel.
Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies, 2011

Fusion by combination of scores multi-biometric systems.
Proceedings of the European Workshop on Visual Information Processing, 2011

Fast Finsler Active Contours and Shape Prior Descriptor.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2011

2010
An efficient speech recognition system in adverse conditions using the nonparametric regression.
Eng. Appl. Artif. Intell., 2010

A tool developed in Matlab for multiple correspondence analysis of fuzzy coded data sets: Application to morphometric skull data.
Comput. Methods Programs Biomed., 2010

A new particle swarm optimization algorithm for dynamic image clustering.
Proceedings of the Fifth IEEE International Conference on Digital Information Management, 2010

Generation of Synthetic Multifractal Realistic Surfaces Based on Natural Model and Lognormal Cascade: Application to MRI Classification.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2010

Graph Cut Based Active Contours and Statistical Shape Priors.
Proceedings of the International Conference on Bioinformatics & Computational Biology, 2010

2009
Improvement of the speech recognition in noisy environments using a nonparametric regression.
Int. J. Parallel Emergent Distributed Syst., 2009

Unsupervised texture segmentation using active contours driven by the Chernoff gradient flow.
Proceedings of the International Conference on Image Processing, 2009

A filter banks design using a multiobjecive genetic algorithm for an image coding scheme.
Proceedings of the International Conference on Image Processing, 2009

Generation of FARIMA(0, α, 0) sequences by recursive filtering: Testing for self-similarity.
Proceedings of the 16th IEEE International Conference on Electronics, 2009

Automatic Personalization of Learning Scenarios Using SVM.
Proceedings of the 9th IEEE International Conference on Advanced Learning Technologies, 2009

Détection et Suivi d'Objets dans une Séquence d'Images par Contours Actifs.
Proceedings of the 2nd Conférence Internationale sur l'Informatique et ses Applications (CIIA'09), 2009

Fast Unsupervised Texture Segmentation Using Active Contours Model Driven by Bhattacharyya Gradient Flow.
Proceedings of the Progress in Pattern Recognition, 2009

Joint IP Address and Public Key Certificate Trust Model for Mobile Ad Hoc Networks.
Proceedings of the Ad-Hoc, Mobile and Wireless Networks, 8th International Conference, 2009

2008
Efficient Generation of 1/f<sup>beta</sup> Noise Using Signal Modeling Techniques.
IEEE Trans. Circuits Syst. I Regul. Pap., 2008

A Modified Embedded Zerotree Wavelet (MEZW) Algorithm for Image Compression.
J. Math. Imaging Vis., 2008

A Procedure for Efficient Generation of 1/f beta.
Proceedings of the Image and Signal Processing - 3rd International Conference, 2008

A New Combining Approach to Localizing the EEG Activity in the Brain: WMN and LORETA Solution.
Proceedings of the 2008 International Conference on BioMedical Engineering and Informatics, 2008

2007
A robust speech Recognition System using a General Regression Neural Network.
Int. J. Comput., 2007

Improved edge map of geometrical active contour model based on coupling to anisotropic diffusion filtering.
Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007

2006
Applying the Hough transform pseudo-linearity property to improve computing speed.
Pattern Recognit. Lett., 2006

2004
Visual acuity of vision tested by fuzzy logic: An application in ophthalmology as a step towards a telemedicine project.
Inf. Fusion, 2004

2003
Telemedicine and fuzzy logic: application in ophthalmology.
Pattern Recognit. Lett., 2003

Analysis methods of CT-scan images for the characterization of the bone texture: First results.
Pattern Recognit. Lett., 2003

2002
On information fusion to improve segmentation of MRI sequences.
Inf. Fusion, 2002

2001
Semi-automatic segmentation of vessels by mathematical morphology: application in MRI.
Proceedings of the 2001 International Conference on Image Processing, 2001

1999
Automatic segmentation of multiple sclerosis lesions from MRI slices.
Proceedings of the IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing (NSIP'99), 1999

1996
A New Approach for Modelisation of Ellipsoidal-based Shape.
Proceedings of IAPR Workshop on Machine Vision Applications, 1996

1994
A Segmentation's Technique for Volumetric Calculation of Multiple Scleroses in Nuclear Magnetic Resonance Imaging.
Proceedings of IAPR Workshop on Machine Vision Applications, 1994


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