Search Results for author: Hossein Nejati

Found 6 papers, 0 papers with code

Neural Correlates of Face Familiarity Perception

no code implementations31 Jul 2022 Evan Ehrenberg, Kleovoulos Leo Tsourides, Hossein Nejati, Ngai-Man Cheung, Pawan Sinha

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.

EEG Face Recognition

Fine-grained wound tissue analysis using deep neural network

no code implementations28 Feb 2018 Hossein Nejati, Hamed Alizadeh Ghazijahani, Milad Abdollahzadeh, Tooba Malekzadeh, Ngai-Man Cheung, Kheng Hock Lee, Lian Leng Low

In particular, seemingly, all previous approaches have assumed only 3 tissue types in the chronic wounds, while these wounds commonly exhibit 7 distinct tissue types that presence of each one changes the treatment procedure.

General Classification

Aircraft Fuselage Defect Detection using Deep Neural Networks

no code implementations26 Dec 2017 Touba Malekzadeh, Milad Abdollahzadeh, Hossein Nejati, Ngai-Man Cheung

To ensure flight safety of aircraft structures, it is necessary to have regular maintenance using visual and nondestructive inspection (NDI) methods.

Defect Detection

Deep neural networks on graph signals for brain imaging analysis

no code implementations13 May 2017 Yiluan Guo, Hossein Nejati, Ngai-Man Cheung

In particular, our work proposes a new deep neural network design that integrates graph information such as brain connectivity with fully-connected layers.

EEG

Simultaneous Low-rank Component and Graph Estimation for High-dimensional Graph Signals: Application to Brain Imaging

no code implementations26 Sep 2016 Rui Liu, Hossein Nejati, Seyed Hamid Safavi, Ngai-Man Cheung

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 graph is unknown.

General Classification

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