8 citations · 9 across the 6 of their papers we have counts for
6 papers
A Robust Completed Local Binary Pattern (RCLBP) for Surface Defect Detection
Nana Kankam Gyimah, Abenezer Girma, Mahmoud Nabil Mahmoud +3
In this paper, we present a Robust Completed Local Binary Pattern (RCLBP) framework for a surface defect detection task. Our approach uses a combination of Non-Local (NL) means fil…
DA-Net : Diverse & Adaptive Attention Convolutional Neural Network
Abenezer Girma, Abdollah Homaifar, M Nabil Mahmoud +2
Standard Convolutional Neural Network (CNN) designs rarely focus on the importance of explicitly capturing diverse features to enhance the network's performance. Instead, most exis…
A Framework for eVTOL Performance Evaluation in Urban Air Mobility Realm
Mrinmoy Sarkar, Xuyang Yan, Abenezer Girma +1
In this paper, we developed a generalized simulation framework for the evaluation of electric vertical takeoff and landing vehicles (eVTOLs) in the context of Unmanned Aircraft Sys…
A Clustering-based Framework for Classifying Data Streams
Xuyang Yan, Abdollah Homaifar, Mrinmoy Sarkar +2
The non-stationary nature of data streams strongly challenges traditional machine learning techniques. Although some solutions have been proposed to extend traditional machine lear…
Deep Learning with Attention Mechanism for Predicting Driver Intention at Intersection
Abenezer Girma, Seifemichael Amsalu, Abrham Workineh +2
In this paper, a driver's intention prediction near a road intersection is proposed. Our approach uses a deep bidirectional Long Short-Term Memory (LSTM) with an attention mechanis…
Driver Identification Based on Vehicle Telematics Data using LSTM-Recurrent Neural Network
Abenezer Girma, Xuyang Yan, Abdollah Homaifar
Despite advancements in vehicle security systems, over the last decade, auto-theft rates have increased, and cyber-security attacks on internet-connected and autonomous vehicles ar…