Open Access

ARTICLE

An Enhanced Hybrid Model Based on CNN and BiLSTM for Identifying Individuals via Handwriting Analysis

Md. Abdur Rahim¹, Fahmid Al Farid², Abu Saleh Musa Miah³, Arpa Kar Puza¹, Md. Nur Alam⁴, Md. Najmul Hossain⁵, Sarina Mansor², Hezerul Abdul Karim^2,6,*

1 Department of Computer Science and Engineering, Pabna University of Science and Technology, Pabna, 6600, Bangladesh
2 Faculty of Engineering, Multimedia University, Cyberjaya, 63100, Malaysia
3 Department of Computer Science and Engineering, Bangladesh Army University of Science and Technology, Saidpur, 5311, Bangladesh
4 Department of Mathematics, Pabna University of Science and Technology, Pabna, 6600, Bangladesh
5 Department of Electrical, Electronic and Communication Engineering, Pabna, University of Science and Technology, Pabna, 6600, Bangladesh
6 Department of Electrical and Communication Engineering, Pabna University of Science and Technology, Pabna, 6600, Bangladesh

* Corresponding Author: Hezerul Abdul Karim. Email: