Home › Researcher directory › Faouzi Benzarti
Faouzi Benzarti
Affiliation : National Engineering School of Tunis · Tunis El Manar University
- 78Publications (affiliation in Tunisia)
- 106Total publications
- 636Citations
- 13h-index
Research profile
Faouzi Benzarti has 78 indexed publications (2004–2025). Their work appears mainly in “International Conference on Emerging Technologies and Computing (IC_ETC)”, “International Multi-Conference on Systems, Signals & Devices (SSD)” and “International Conference on Computer Graphics, Imaging and Visualization (CGIV)”. Their most cited article, “Elderly fall detection based on multi-stream deep convolutional networks” (2020), has been cited 73 times. 23 of these publications date from the last three years of activity. Their work is co-authored with at least 12 researchers, including institutions in Saudi Arabia, Italy.
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Create my free profile Add my publicationsResearch areas
- Medical Image Segmentation Techniques
- Image and Signal Denoising Methods
- Dementia and Cognitive Impairment Research
- Advanced Neural Network Applications
- Image Enhancement Techniques
Publications (78)
- DRCCT: Enhancing Diabetic Retinopathy Classification with a Compact Convolutional Transformer
- An Enhanced Hybrid Model Combining CNN, BiLSTM, and Attention Mechanism for ECG Segment Classification
- Enhanced ECG Signal Classification Using Multi‐Branch Convolutions and Mamba Blocks With State‐Space Models
- Advancements in Integrating AI with Geospatial Data for Autonomous Navigation of Land Vehicles
- Deep Learning for Benign/Malignant Classification of Breast Cancer Histopathological Images
- Hybrid Neural Architecture for Enhanced ECG Classification: Integrating Parallel Convolutional, State Space, and Sequential Learning
- Modified Combined Mobilenet for Tomato Leaf Disease Classification
- Analysis of Blood Cell Images to Aid in Medical Diagnosis and Disease Prediction Using AI
- Leveraging AI and Hybrid Intelligence for Robust Geospatial Data Fusion in Autonomous Terrestrial Navigation
- ARNet-DR: Attention-Resnet Model for Diabetic Retinopathy Classification
- Enhanced Mobile GC Vit Architecture for Efficient Image Classification with Application to Plant Disease Detection
- On the Use of Wireless Sensor Nodes for Agricultural Smart Fault Detection
- Enhancing Diabetic Retinopathy Classification: A Fusion of ResNet50 with Attention Mechanism
- A zero-watermarking approach for DICOM images authentication based on Jacobian model
- Combined Mobilenet for Plant Diseases Classification
- Analysis of Blood Smear Microscopic Images Using ML: DL
- CNN-SVM for prediction Alzheimer disease in early step
- A Deep Learning Model for Diabetic Retinopathy Classification
- Computational sensor nodes optimization for smart anomaly detection applied to wind energy
- New architectural optical character recognition approach for cursive fonts: the historical Maghrebian font as an example
- A Hybrid Watermarking Approach for DICOM Images Security
- Computational Sensor Nodes Optimization for Smart Anomaly Detection Applied to Wind Energy
- New architectural optical character recognition approach for cursive fonts: the historical Maghrebian font as an example
- Audio signal reconstruction using phase retrieval: Implementation and evaluation
- Phase Retrieval: Application to Audio Signal Reconstruction
- Toward a Robust Segmentation Module Based on Deep Learning Approaches Resolving Historical Cursive Fonts Challenges
- Different genomic representations of novel pathogens base on signal processing algorithms: COVID-19 case study
- On the Use of Spectrogram Inversion for Speech Enhancement
- Elderly fall detection based on multi-stream deep convolutional networks
- Mobile Assistive Application for Blind People in Indoor Navigation
- A Dual Watermarking Approach for DICOM Images
- Tamper and Clone-Resistant Authentication Scheme for Medical Image Systems
- Toward a Binarization Framework resolving the Maghrebian Font Database challenges
- Toward a robust Maghrebian Font Segmentation and Classification
- Vision-based fall detection for elderly people using body parts movement and shape analysis
- Signal Reconstruction Based on the Relationship Between STFT Magnitude and Phase Spectra
- Video-based assistive aid for blind people using object recognition in dissimilar frames
- Application of Virtual Reality and Augmented Reality in Psychiatry and Neuropsychology, in Particular in the Case of Autistic Spectrum Disorder (ASD)
- Multi person detection and tracking based on hierarchical level-set method
- Determining the optimal conditions for signal reconstruction based on STFT magnitude
- Video-based assistive aid for blind people using object recognition in dissimilar frames
- Local generic representation for patch uLBP-based face recognition with single training sample per subject
- Optimal Conditions for Signal Reconstruction Based on STFT Magnitude Spectrum
- Visual substitution system for room labels identification based on text detection and recognition
- Segmentation of brain MRI using active contour model
- A new method for text detection and recognition in indoor scene for assisting blind people
- Visual Scene Prediction for Blind People Based on Object Recognition
- New Method of Classification to Detect Alzheimer Disease
- Gabor-feature-based local generic representation for face recognition with single sample per person
- 3D CT Denoising by New Combination Between Nl-Mean Filter and Diffusion Tensor
- Segmentation of Brain MRI for Detecting Alzheimer's Disease
- Diagnosis of Alzheimer Disease from MRI Images of the Brain Throughout Time
- Review of Computer Assisted Diagnosis to Analyze the MRI (Magnetic Resource Image) and Detect Alzheimer Disease
- Features Selection Based on Modified PSO Algorithm for 2D Face Recognition
- Denoising 3D Computed Tomography Images using New Modified Coherence Enhancing Diffusion Model
- Automatic 3D face preprocessing
- New Computer Assisted Diagnostic to Detect Alzheimer Disease
- Brain Journal - New Computer Assisted Diagnostic To Detect Alzheimer Disease
- Object detection and identification for blind people in video scene
- Tunisian License Plate Number Recognition
- Medical application: Diagnosis of Alzheimer disease from MRI and documents
- Object recognition for blind people based on features extraction
- Visual substitution system for blind people based on SIFT description
- Multimodal hybrid face recognition based on score level fusion using Relevance Vector Machine
- New approach on PCA-based 3D face recognition and authentication
- A More Robust Mean Shift Tracker Using Joint Monogenic Signal Analysis and Color Histogram
- A novel approach to nose-tip and eye-corners detection using HK-classification in case of 3D face analysis
- Computer-assisted diagnosis of Alzheimer's disease
- 3D medical images denoising
- 2D face analysis: A comparative study
- Speckle Noise Reduction in Medical Ultrasound Images
- Face analysis and pose approximation
- Computed Tomography Images Restoration Using Anisotropic Diffusion Regularization
- Fingerprint images enhancement using diffusion tensor
- License plate detection using mathematical morphology
- Robust Noise Filtering in Image Sequences
- Lossless binary image coding using hybrid coding method
- Motion blurred image deconvolution with anisotropic regularization
Publication venues
- International Conference on Emerging Technologies and Computing (IC_ETC) × 5
- International Multi-Conference on Systems, Signals & Devices (SSD) × 5
- International Conference on Computer Graphics, Imaging and Visualization (CGIV) × 4
- Multimedia Tools and Applications × 3
- IEEE International Conference on Image Processing, Applications and Systems (IPAS) × 3
- International Journal of Imaging Systems and Technology × 2
Publications per year
- 202511
- 20245
- 20237
- 20224
- 20211
- 20206
- 20193
- 20187
- 20179
- 20165
Collaborations
Partner institutions : Tunis University · ENSIT · Faculté de médecine de Tunis · Northern Border University · University of Sfax
Co-authors’ countries : Saudi Arabia · Italy
Co-authors
- Hamid Amiri
- Taher Khadhraoui
- Hanen Jabnoun
- Amira Ben Rabeh
- Zied Mnasri
- Raja Abdelmalek
- Sofiene Haboubi
- Ilyes Ouled Omar
- Feriel Romdhane
- Mechichi Najia
- Mohamed Jawher Bahrouni
- Manel Salhi
Bibliographic data from OpenAlex (open database).
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