no code implementations • 26 Nov 2023 • M. G. Sarwar Murshed, Syed Konain Abbas, Sandip Purnapatra, Daqing Hou, Faraz Hussain
Most modern fingerprint authentication systems rely on contact-based fingerprints, which require the use of fingerprint scanners or fingerprint sensors for capturing fingerprints during the authentication process.
no code implementations • 6 Mar 2023 • M. G. Sarwar Murshed, Keivan Bahmani, Stephanie Schuckers, Faraz Hussain
However, segmenting or auto-localizing all fingerprints in a slap image is a challenging task due to the different orientations of fingerprints, noisy backgrounds, and the smaller size of fingertip components.
1 code implementation • IEEE International Conference on Consumer Electronics-Asia (ICCE-Asia) 2021 • M. G. Sarwar Murshed, Robert Kline, Keivan Bahmani, Faraz Hussain, Stephanie Schuckers
Subsequently, the dataset is used to evaluate the matching performance of the NFSEG, a slap fingerprint segmentation system developed by NIST, on slaps from adults and juvenile subjects.
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 • 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 • Rashik Shadman, M. G. Sarwar Murshed, Edward Verenich, Alvaro Velasquez, Faraz Hussain
The use of transfer learning with deep neural networks has increasingly become widespread for deploying well-tested computer vision systems to newer domains, especially those with limited datasets.
no code implementations • 29 Feb 2020 • Edward Verenich, Alvaro Velasquez, M. G. Sarwar Murshed, Faraz Hussain
The integration of artificial intelligence capabilities into modern software systems is increasingly being simplified through the use of cloud-based machine learning services and representational state transfer architecture design.
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.