no code implementations • 31 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.
no code implementations • 28 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.
no code implementations • 26 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.
no code implementations • 13 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.
no code implementations • 26 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.
no code implementations • 6 Jan 2016 • Yiren Zhou, Hossein Nejati, Thanh-Toan Do, Ngai-Man Cheung, Lynette Cheah
We address the vehicle detection and classification problems using Deep Neural Networks (DNNs) approaches.