8 citations · 12 across the 3 of their papers we have counts for
3 papers
Enhancing Face Recognition with Latent Space Data Augmentation and Facial Posture Reconstruction
Soroush Hashemifar, Abdolreza Marefat, Javad Hassannataj Joloudari +1
The small amount of training data for many state-of-the-art deep learning-based Face Recognition (FR) systems causes a marked deterioration in their performance. Although a conside…
Effective Class-Imbalance learning based on SMOTE and Convolutional Neural Networks
Javad Hassannataj Joloudari, Abdolreza Marefat, Mohammad Ali Nematollahi +2
Imbalanced Data (ID) is a problem that deters Machine Learning (ML) models for achieving satisfactory results. ID is the occurrence of a situation where the quantity of the samples…
CCTCOVID: COVID-19 Detection from Chest X-Ray Images Using Compact Convolutional Transformers
Abdolreza Marefat, Mahdieh Marefat, Javad Hasannataj Joloudari +2
COVID-19 is a novel virus that attacks the upper respiratory tract and the lungs. Its person-to-person transmissibility is considerably rapid and this has caused serious problems i…