Cover Image

Advanced Arabic Alphabet Sign Language Recognition Using Transfer Learning and Transformer Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Balat, Mazen, Awaad, Rewaa, Adel, Hend, Zaky, Ahmed B., Aly, Salah A.
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Revolutionizing Communication with Deep Learning and XAI for Enhanced Arabic Sign Language Recognition
by: Balat, Mazen, et al.
Published: (2025)

Explainable AI in Handwriting Detection for Dyslexia Using Transfer Learning
by: Robaa, Mahmoud, et al.
Published: (2024)

TikGuard: A Deep Learning Transformer-Based Solution for Detecting Unsuitable TikTok Content for Kids
by: Balat, Mazen, et al.
Published: (2024)

Arabic Handwritten Text for Person Biometric Identification: A Deep Learning Approach
by: Balat, Mazen, et al.
Published: (2024)

Diagnosis of Malignant Lymphoma Cancer Using Hybrid Optimized Techniques Based on Dense Neural Networks
by: Aly, Salah A., et al.
Published: (2024)

American Sign Language Alphabet Recognition using Deep Learning
by: Kasukurthi, Nikhil, et al.
Published: (2019)

Bukva: Russian Sign Language Alphabet
by: Kvanchiani, Karina, et al.
Published: (2024)

Arabic Sign Language Recognition using Multimodal Approach
by: Alanazi, Ghadeer, et al.
Published: (2026)

TCNet: Continuous Sign Language Recognition from Trajectories and Correlated Regions
by: Lu, Hui, et al.
Published: (2024)

Early Detection of Acute Myeloid Leukemia (AML) Using YOLOv12 Deep Learning Model
by: Ahmed, Enas E., et al.
Published: (2026)

Early Diagnosis of Acute Lymphoblastic Leukemia Using YOLOv8 and YOLOv11 Deep Learning Models
by: Awad, Alaa, et al.
Published: (2024)

QARI-OCR: High-Fidelity Arabic Text Recognition through Multimodal Large Language Model Adaptation
by: Wasfy, Ahmed, et al.
Published: (2025)

Transfer Learning from Visual Speech Recognition to Mouthing Recognition in German Sign Language
by: Pham, Dinh Nam, et al.
Published: (2025)

USTM: Unified Spatial and Temporal Modeling for Continuous Sign Language Recognition
by: Hasanaath, Ahmed Abul, et al.
Published: (2025)

Deep Neural Network-Based Sign Language Recognition: A Comprehensive Approach Using Transfer Learning with Explainability
by: Ridwan, A. E. M, et al.
Published: (2024)

Transfer Learning for Cross-dataset Isolated Sign Language Recognition in Under-Resourced Datasets
by: Kindiroglu, Ahmet Alp, et al.
Published: (2024)

CAST: Channel-Aware Spatial Transfer Learning with Pseudo-Image Radar for Sign Language Recognition
by: Shujon, Md. Shakhoyat Rahman, et al.
Published: (2026)

LA-Sign: Looped Transformers with Geometry-aware Alignment for Skeleton-based Sign Language Recognition
by: Pu, Muxin, et al.
Published: (2026)

Advancing Roadway Sign Detection with YOLO Models and Transfer Learning
by: Nafaa, Selvia, et al.
Published: (2024)

SignMAE: Segmentation-Driven Self-Supervised Learning for Sign Language Recognition
by: Xie, Kunyuan, et al.
Published: (2026)

SARD: A Large-Scale Synthetic Arabic OCR Dataset for Book-Style Text Recognition
by: Nacar, Omer, et al.
Published: (2025)

Cross-Modal Consistency Learning for Sign Language Recognition
by: Wu, Kepeng, et al.
Published: (2025)

Stack Transformer Based Spatial-Temporal Attention Model for Dynamic Sign Language and Fingerspelling Recognition
by: Hirooka, Koki, et al.
Published: (2025)

Advancing Ear Biometrics: Enhancing Accuracy and Robustness through Deep Learning
by: Mohamed, Youssef, et al.
Published: (2024)

Detecting Glioma, Meningioma, and Pituitary Tumors, and Normal Brain Tissues based on Yolov11 and Yolov8 Deep Learning Models
by: Taha, Ahmed M., et al.
Published: (2025)

Siformer: Feature-isolated Transformer for Efficient Skeleton-based Sign Language Recognition
by: Pu, Muxin, et al.
Published: (2025)

Breaking the Barriers: Video Vision Transformers for Word-Level Sign Language Recognition
by: Brettmann, Alexander, et al.
Published: (2025)

EvSign: Sign Language Recognition and Translation with Streaming Events
by: Zhang, Pengyu, et al.
Published: (2024)

Leveraging Transfer Learning and Mobile-enabled Convolutional Neural Networks for Improved Arabic Handwritten Character Recognition
by: Khayati, Mohsine El, et al.
Published: (2025)

Improving Continuous Sign Language Recognition with Adapted Image Models
by: Hu, Lianyu, et al.
Published: (2024)

SignVTCL: Multi-Modal Continuous Sign Language Recognition Enhanced by Visual-Textual Contrastive Learning
by: Chen, Hao, et al.
Published: (2024)

Invizo: Arabic Handwritten Document Optical Character Recognition Solution
by: Waly, Alhossien, et al.
Published: (2025)

SSL-SLR: Self-Supervised Representation Learning for Sign Language Recognition
by: Madjoukeng, Ariel Basso, et al.
Published: (2025)

Acute Lymphoblastic Leukemia Diagnosis Employing YOLOv11, YOLOv8, ResNet50, and Inception-ResNet-v2 Deep Learning Models
by: Awad, Alaa, et al.
Published: (2025)

Saudi Sign Language Translation Using T5
by: Alhejab, Ali, et al.
Published: (2025)

Training Strategies for Isolated Sign Language Recognition
by: Kvanchiani, Karina, et al.
Published: (2024)

CSLRConformer: A Data-Centric Conformer Approach for Continuous Arabic Sign Language Recognition on the Isharah Datase
by: Elden, Fatimah Mohamed Emad
Published: (2025)

Sign Language Recognition based on YOLOv5 Algorithm for the Telugu Sign Language
by: P, Vipul Reddy., et al.
Published: (2024)

SignIT: A Comprehensive Dataset and Multimodal Analysis for Italian Sign Language Recognition
by: Micieli, Alessia, et al.
Published: (2025)

Conflict-Aware Multimodal Fusion for Ambivalence and Hesitancy Recognition
by: Bekhouche, Salah Eddine, et al.
Published: (2026)