40 citations · 54 across the 4 of their papers we have counts for
6 papers
Neural Correlates of Face Familiarity Perception
Evan Ehrenberg, Kleovoulos Leo Tsourides, Hossein Nejati +2
In the domain of face recognition, there exists a puzzling timing discrepancy between results from macaque neurophysiology on the one hand and human electrophysiology on the other.…
Fine-grained wound tissue analysis using deep neural network
Hossein Nejati, Hamed Alizadeh Ghazijahani, Milad Abdollahzadeh +4
Tissue assessment for chronic wounds is the basis of wound grading and selection of treatment approaches. While several image processing approaches have been proposed for automatic…
Aircraft Fuselage Defect Detection using Deep Neural Networks
Touba Malekzadeh, Milad Abdollahzadeh, Hossein Nejati +1
To ensure flight safety of aircraft structures, it is necessary to have regular maintenance using visual and nondestructive inspection (NDI) methods. In this paper, we propose an a…
Deep neural networks on graph signals for brain imaging analysis
Yiluan Guo, Hossein Nejati, Ngai-Man Cheung
Brain imaging data such as EEG or MEG are high-dimensional spatiotemporal data often degraded by complex, non-Gaussian noise. For reliable analysis of brain imaging data, it is imp…
Simultaneous Low-rank Component and Graph Estimation for High-dimensional Graph Signals: Application to Brain Imaging
Rui Liu, Hossein Nejati, Seyed Hamid Safavi +1
We propose an algorithm to uncover the intrinsic low-rank component of a high-dimensional, graph-smooth and grossly-corrupted dataset, under the situations that the underlying grap…
Image-based Vehicle Analysis using Deep Neural Network: A Systematic Study
Yiren Zhou, Hossein Nejati, Thanh-Toan Do +2
We address the vehicle detection and classification problems using Deep Neural Networks (DNNs) approaches. Here we answer to questions that are specific to our application includin…