Search Results for author: Mohamed N. Moustafa

Found 7 papers, 1 papers with code

Dynamic Conditional Imitation Learning for Autonomous Driving

1 code implementation IEEE Transactions on Intelligent Transportation Systems 2022 Hesham M. Eraqi, Mohamed N. Moustafa, Jens Honer

Our experiments showed that our model improved consistency against weather conditions by four times and autonomous driving success rate generalization by 52%.

Autonomous Driving Imitation Learning

Adversarial Unsupervised Domain Adaptation Guided with Deep Clustering for Face Presentation Attack Detection

no code implementations13 Feb 2021 Yomna Safaa El-Din, Mohamed N. Moustafa, Hani Mahdi

Face Presentation Attack Detection (PAD) has drawn increasing attentions to secure the face recognition systems that are widely used in many applications.

Clustering Deep Clustering +4

Deep convolutional neural networks for face and iris presentation attack detection: Survey and case study

no code implementations25 Apr 2020 Yomna Safaa El-Din, Mohamed N. Moustafa, Hani Mahdi

Specifically, we investigate the effectiveness of fine tuning very deep convolutional neural networks to the task of face and iris antispoofing.

Iris Recognition

Driver Distraction Identification with an Ensemble of Convolutional Neural Networks

no code implementations22 Jan 2019 Hesham M. Eraqi, Yehya Abouelnaga, Mohamed H. Saad, Mohamed N. Moustafa

The World Health Organization (WHO) reported 1. 25 million deaths yearly due to road traffic accidents worldwide and the number has been continuously increasing over the last few years.

General Classification

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