4 papers
A Comparative Study of Pretrained Transformer Models for Quranic ASR: Speech Representations, Label Formats, and Dataset Composition
Nabil Mosharraf Hossain, Riasat Islam, Unaizah Obaidellah
Quran Automatic Speech Recognition (ASR) aims to convert Quranic recitation into text, enabling applications such as aided memorisation tools and Quranic search engines. However, e…
Integrating Color Histogram Analysis and Convolutional Neural Network for Skin Lesion Classification
M. A. Rasel, Sameem Abdul Kareem, Unaizah Obaidellah
The color of skin lesions is an important diagnostic feature for identifying malignant melanoma and other skin diseases. Typical colors associated with melanocytic lesions include…
Pigment Network Detection and Classification in Dermoscopic Images Using Directional Imaging Algorithms and Convolutional Neural Networks
M. A. Rasel, Sameem Abdul Kareem, Unaizah Obaidellah
Early diagnosis of melanoma, which can save thousands of lives, relies heavily on the analysis of dermoscopic images. One crucial diagnostic criterion is the identification of unus…
Bluish Veil Detection and Lesion Classification using Custom Deep Learnable Layers with Explainable Artificial Intelligence (XAI)
M. A. Rasel, Sameem Abdul Kareem, Zhenli Kwan +2
Melanoma, one of the deadliest types of skin cancer, accounts for thousands of fatalities globally. The bluish, blue-whitish, or blue-white veil (BWV) is a critical feature for dia…