Handwriting Image Classification for Automated Diagnosis of Learning Disabilities: A Review on Deep Learning Models and Future Directions
This study reviews deep learning models used in handwriting image classification for the automated diagnosis of learning disabilities. By addressing handwriting diversity and misclassification challenges, two models were highlighted: Convolutional Neural Networks (CNNs) and Vision Transformers (ViTs...
Published in: | 19th International Joint Symposium on Artificial Intelligence and Natural Language Processing, iSAI-NLP 2024 |
---|---|
Main Author: | Sukiman S.A.; Husin N.A.; Hamdan H.; Murad M.A.A. |
Format: | Conference paper |
Language: | English |
Published: |
Institute of Electrical and Electronics Engineers Inc.
2024
|
Online Access: | https://www.scopus.com/inward/record.uri?eid=2-s2.0-85216562911&doi=10.1109%2fiSAI-NLP64410.2024.10799245&partnerID=40&md5=94ad7c5e822a95e47c2061ced489ffc5 |
Similar Items
-
Challenges and solutions of deep learning-based automated liver segmentation: A systematic review
by: Ghobadi V.; Ismail L.I.; Wan Hasan W.Z.; Ahmad H.; Ramli H.R.; Norsahperi N.M.H.; Tharek A.; Hanapiah F.A.
Published: (2025) -
Surveillance Video Analytics for Automated Detection of Personal Protective Equipment using Deep Learning
by: Amer M.S.; Zaini N.
Published: (2024) -
Fake vs Real Image Detection Using Deep Learning Algorithm
by: Fatoni; Kurniawan T.B.; Dewi D.A.; Zakaria M.Z.; Muhayeddin A.M.M.
Published: (2025) -
DIABETES DIAGNOSIS AND LEVEL OF CARE FUZZY RULE-BASED MODEL UTILIZING SUPERVISED MACHINE LEARNING FOR CLASSIFICATION AND PREDICTION
by: Mohd Aris T.N.; Bakar A.A.; Mahiddin N.; Zolkepli M.
Published: (2024) -
EEG Signal Processing Using Deep Learning for Motor Imagery Tasks: Leveraging Signal Images
by: Amran H.N.; Markom M.A.; Awang S.A.; Adom A.H.; Tan E.S.M.M.; Markom A.M.
Published: (2025)