no code implementations • 7 Dec 2021 • Nana Kankam Gyimah, Abenezer Girma, Mahmoud Nabil Mahmoud, Shamila Nateghi, Abdollah Homaifar, Daniel Opoku
Our approach uses a combination of Non-Local (NL) means filter with wavelet thresholding and Completed Local Binary Pattern (CLBP) to extract robust features which are fed into classifiers for surface defects detection.
no code implementations • 25 Nov 2021 • Abenezer Girma, Abdollah Homaifar, M Nabil Mahmoud, Xuyang Yan, Mrinmoy Sarkar
Standard Convolutional Neural Network (CNN) designs rarely focus on the importance of explicitly capturing diverse features to enhance the network's performance.
1 code implementation • 22 Jun 2021 • Xuyang Yan, Abdollah Homaifar, Mrinmoy Sarkar, Abenezer Girma, Edward Tunstel
The overlap among classes and the labeling of data streams constitute other major challenges for classifying data streams.
no code implementations • 10 Jun 2020 • Abenezer Girma, Seifemichael Amsalu, Abrham Workineh, Mubbashar Khan, Abdollah Homaifar
As intersection is considered to be as one of the major source of road accidents, predicting a driver's intention at an intersection is very crucial.
1 code implementation • 19 Nov 2019 • Abenezer Girma, Xuyang Yan, Abdollah Homaifar
Results show that the proposed model prediction accuracy remains satisfactory and outperforms the other approaches despite the extent of anomalies and noise-induced in the data.