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2026	A 3D Camera-Based Approach for Real-Time Hand Configuration Recognition in Italian Sign Language Sensors Luca Ulrich, Asia De Luca, Riccardo Miraglia, Emma Mulassano, Simone Quattrocchio, Giorgia Marullo, Chiara Innocente, Federico Salerno, Enrico Vezzetti
2025	Arabic Sign Language Recognition for Differently-Abled Individuals Using Vision Transformers and Temporal Analysis IEEE Access Maram Fahaad Almufareh, Samabia Tehsin, Mamoona Humayun, Sumaira Kausar, Asad Farooq
2025	An Efficient System for Urdu Sign Language Recognition using Support Vector Machine(SVM), Convolutional Neural Network (CNN), and Ensemble Machine Learning (EML) VFAST Transactions on Software Engineering Kaneez Zainab Abbasi, Abdul Khalique Maitlo, Sila Zubair, Kainat Khero, Shazimna Khan
2025	Bangla Sign Language Recognition: A Comprehensive Review of Machine Learning Approaches and Data Sources Journal of FST Jasiya Fairiz Raisa, Rumana Yasmin
2024	Advances in IT Personnel and Project Management V. Asha, N. Uma, Balasubramanian Prabhu Kavin, Gan Hong Seng
2024	Sign language recognition using modified deep learning network and hybrid optimization: a hybrid optimizer (HO) based optimized CNNSa-LSTM approach Scientific Reports Abdullah Baihan, Ahmed I. Alutaibi, Mohammed Alshehri, Sunil Kumar Sharma
2024	Isolated sign language recognition through integrating pose data and motion history images PeerJ Computer Science Ali Akdağ, Ömer Kaan Baykan
2024	Machine Learning and Deep Learning Approaches for Arabic Sign Language Recognition: A Decade Systematic Literature Review Sensors Asmaa Alayed
2024	Lecture Notes in Networks and Systems R. Chaitanya Madhav, Prasad Shet, K. S. Mohan Murali, R. Likhith, H. R. Mamatha
2024	A Systematic Review of Hand Gesture Recognition: An Update From 2018 to 2024 IEEE Access Abdirahman Osman Hashi, Siti Zaiton Mohd Hashim, Azurah Bte Asamah
2023	A Novel Action Transformer Network for Hybrid Multimodal Sign Language Recognition Computers, Materials & Continua Sameena Javaid, Safdar Rizvi
2023	A Computer Vision-Based System for Recognition and Classification of Urdu Sign Language Dataset for Differently Abled People Using Artificial Intelligence Mobile Information Systems Hira Zahid, Sidra Abid Syed, Munaf Rashid, Samreen Hussain, Asif Umer, Abdul Waheed, Shahzad Nasim, Mahdi Zareei, Nafees Mansoor
2023	Vision Transformers and Transfer Learning Approaches for Arabic Sign Language Recognition Applied Sciences Nojood M. Alharthi, Salha M. Alzahrani
2022	Interpretation of Expressions through Hand Signs Using Deep Learning Techniques International Journal of Innovations in Science and Technology Sameena Javaid, Safdar Rizvi, Muhammad Talha Ubaid, Abdou Darboe, Shakir Mahmood Mayo
2022	2022 13th International Conference on Computing Communication and Networking Technologies (ICCCNT) Meghana Pai Kane, Sherwin Fernandes, Ricky Fonseca, Shika Desai, Akhil Shetye, Ananya Sharma
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