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Islem Jarraya
Affiliation : University of Sfax
- 26Publications (affiliation in Tunisia)
- 41Total publications
- 156Citations
- 7h-index
Research profile
Islem Jarraya has 26 indexed publications (2014–2026). Their work appears mainly in “Multimedia Tools and Applications”, “International Conference on Cyberworlds (CW)” and “IEEE Access”. Their most cited article, “A Preliminary Investigation on Horses Recognition Using Facial Texture Features” (2015), has been cited 34 times. 13 of these publications date from the last three years of activity. Their work is co-authored with at least 12 researchers, including institutions in South Africa, Iraq.
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Create my free profile Add my publicationsResearch areas
- Biometric Identification and Security
- Face recognition and analysis
- Gait Recognition and Analysis
- Face and Expression Recognition
- User Authentication and Security Systems
Publications (26)
- An Integrated Pipeline for Text-Driven 3D Face Synthesis and Enhancement Using Generative Image Models and 3D Reconstruction
- Early Parkinson’s disease detection from offline hand-drawing based on SqueezeNet and TinySiamese network
- Hand-Drawn Image (HDI) dataset: Deep approach for essential tremor recognition
- A Unified Pipeline for 2D Face Synthesis, Restoration, and Mask‑Guided Editing with Generative Image Models
- Face Generation from Arabic Text Using GAN-CLS and AraBERT
- TinySiamese network for biometric analysis
- PDGV Dataset: Investigating Deep Learning CNN for Gait-Based Parkinson’s Disease Recognition
- Deep Learning for Discriminating Essential Tremor from Parkinson’s Disease via Handwriting Analysis
- Deep Neural Network for Early Parkinson’s Disease Detection from Offline Hand-Drawing
- Enhancing Facial Expression Recognition based on Data Augmentation using GANs
- A Hybrid Approach Using 2D CNN and Attention-Based LSTM for Parkinson’s Disease Detection from Video
- RLGA-FER: reinforcement learning based on genetic algorithm for facial expression recognition enhancing
- Impact of Finger Type in Contactless Fingerprint Verification
- A new online Arabic handwriting dataset for analyzing Parkinson’s disease
- Contactless Hand Knuckle Modality for Identity Verification Using Siamese Network
- Facial Expression Recognition based on ArcFace Features and TinySiamese Network
- A new convolutional neural network based on a sparse convolutional layer for animal face detection
- Biometric-Based Security System for Smart Riding Clubs
- Sparse Neural Network for horse face detection in a Smart Riding Club Biometric System
- A New Convolutional Neural Network based on a Saprse Convolutional Layer for Animal Face Detection
- Sparse Neural Network for horse face detection in a Smart Riding Club Biometric System
- A New Convolutional Neural Network based on a Saprse Convolutional Layer for Animal Face Detection
- Deep neural network features for horses identity recognition using multiview horses’ face pattern
- Human gait identity recognition system based on gait pal and pal entropy (GPPE) and distances features fusion
- A Preliminary Investigation on Horses Recognition Using Facial Texture Features
- Lip Tracking Using Particle Filter and Geometric Model for Visual Speech Recognition
Publication venues
- Multimedia Tools and Applications × 3
- International Conference on Cyberworlds (CW) × 3
- IEEE Access × 2
- Lecture notes in computer science × 2
- International Journal of Machine Learning and Cybernetics × 2
- International Conference on Agents and Artificial Intelligence (ICAART) × 1
Publications per year
- 20265
- 20255
- 20243
- 20233
- 20222
- 20214
- 20172
- 20151
- 20141
Collaborations
Partner institutions : Hopital Universitaire Habib Bourguiba · University of Monastir · University of Johannesburg · Institut Supérieur d'Informatique de Mahdia · National School of Electronics and Telecommunications of Sfax, Tunisia
Co-authors’ countries : South Africa · Iraq
Co-authors
- Adel M. Alimi
- Tarek M. Hamdani
- Nouha Farhat
- Mohamed Néji
- Thameur Dhieb
- Wael Ouarda
- Chokri Mhiri
- Mariem Damak
- Fatma BenSaid
- Mohammed F. Allebawi
- Mohammed A. Altaha
- Emna Smaoui
Bibliographic data from OpenAlex (open database).
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