Khassaf, N. M., and N. H. M. Ali. “Improving Pre-Trained CNN-LSTM Models for Image Captioning With Hyper-Parameter Optimization”. Engineering, Technology & Applied Science Research, vol. 14, no. 5, Oct. 2024, pp. 17337-43, doi:10.48084/etasr.8455.