Marwa Elpeltagy

SmoothGrad-integrated gradients EfficientRefineNet: a novel explainable architecture for cloud-based diagnosis of crop pests and diseases

Esraa M. El-Abd, Marwa Elpeltagy, A. S. Salama, Aya Abdelsalam Ismail

Égypte (code pays fourni par la source)

Towards enhanced ophthalmic care: integrating ameliorated ResNet50 and XceptionNet deep features utilizing fundus images

Aya Mostafa, Marwa Elpeltagy, Mohamed A. Abdelhamed, Aly M. Elsemary

Égypte (code pays fourni par la source)

A hybrid ConvNeXt–BiLSTM framework for robust scene text recognition

Alshefaa Khattab, Marwa Elpeltagy, Farida Youness, Ahmed Elshafei et autres

Scene Text Recognition (STR) is a fundamental computer vision task with broad applications in autonomous navigation, document digitization, and assistive technologies. However, traditional STR models often rely heavily on large synthetic datasets due to the scarcity of annotated real-world data, which limits …

Égypte (code pays fourni par la source)

Integrating CNN and BiLSTM for enhanced scene text recognition

Alshefaa Khattab, Marwa Elpeltagy, Farida Youness, Ahmed Elshafei et autres

Égypte (code pays fourni par la source)