no code implementations • 30 Mar 2023 • Arbish Akram, Nazar Khan
Third, we proposed to train the complete network with a residual connection which relieves the generator of pressure to generate the input face image thereby producing the desired expression by directly feeding the input image towards the end of the generator.
no code implementations • 24 Dec 2021 • Arbish Akram, Nazar Khan
We demonstrate the benefit of using an ultimate skip (US) connection for facial expression synthesis using generative adversarial networks (GAN).
1 code implementation • 6 Nov 2021 • Tayaba Anjum, Nazar Khan
Recognition of Arabic-like scripts such as Persian and Urdu is more challenging than Latin-based scripts.
1 code implementation • 1 Sep 2021 • Edward Verenich, Tobias Martin, Alvaro Velasquez, Nazar Khan, Faraz Hussain
Two complementary generalization properties of CNNs, translation invariance and equivariance, are particularly useful in detecting manifested abnormalities associated with pulmonary disease, regardless of their spatial locations within the image.
no code implementations • 18 Nov 2020 • Nazar Khan, Arbish Akram, Arif Mahmood, Sania Ashraf, Kashif Murtaza
Compared to facial expression recognition, expression synthesis requires a very high-dimensional mapping.
Facial Expression Recognition Facial Expression Recognition (FER) +1
no code implementations • 27 Oct 2020 • Arbish Akram, Nazar Khan
The quality of GAN results significantly degrades when testing images are from a slightly different distribution.
no code implementations • 6 Aug 2020 • Edward Verenich, Alvaro Velasquez, Nazar Khan, Faraz Hussain
Trust in predictions made by machine learning models is increased if the model generalizes well on previously unseen samples and when inference is accompanied by cogent explanations of the reasoning behind predictions.
1 code implementation • 29 Feb 2020 • M. G. Sarwar Murshed, Edward Verenich, James J. Carroll, Nazar Khan, Faraz Hussain
Supermarkets need to ensure clean and safe environments for both shoppers and employees.
1 code implementation • 31 Jul 2019 • M. G. Sarwar Murshed, Christopher Murphy, Daqing Hou, Nazar Khan, Ganesh Ananthanarayanan, Faraz Hussain
To address this issue, efforts have been made to place additional computing devices at the edge of the network, i. e close to the IoT devices where the data is generated.