Rafia Amin

Enhanced Script Identification for Multilingual Document Analysis: A Dataset and Machine Learning Approach for Kashmiri and English

Objectives: The main purpose of this work is to develop an automatic script identification system for multilingual documents by proposing a benchmark dataset of printed Kashmiri (Perso-Arabic) and English scripts and systematically evaluating HOG-based machine-learning models. Th...

EfficientNetB0-CBAM: An attention-guided framework for multilingual script identification

Script identification remains challenging for several applications, including handwritten text recognition, scene text analysis, and low-resource languages such as Kashmiri, for which benchmark datasets for standardization are limited. The study addresses this challenge by collec...