6 papers
Dynamic Point Cloud Compression with Cross-Sectional Approach
Faranak Tohidi, Manoranjan Paul, Anwaar Ulhaq
The recent development of dynamic point clouds has introduced the possibility of mimicking natural reality, and greatly assisting quality of life. However, to broadcast successfull…
MAVIDH Score: A COVID-19 Severity Scoring using Chest X-Ray Pathology Features
Douglas P. S. Gomes, Michael J. Horry, Anwaar Ulhaq +5
The application of computer vision for COVID-19 diagnosis is complex and challenging, given the risks associated with patient misclassifications. Arguably, the primary value of med…
COVID-19 Imaging Data Privacy by Federated Learning Design: A Theoretical Framework
Anwaar Ulhaq, Oliver Burmeister
To address COVID-19 healthcare challenges, we need frequent sharing of health data, knowledge and resources at a global scale. However, in this digital age, data privacy is a big c…
Real-time Plant Health Assessment Via Implementing Cloud-based Scalable Transfer Learning On AWS DeepLens
Asim Khan, Umair Nawaz, Anwaar Ulhaq +1
In the Agriculture sector, control of plant leaf diseases is crucial as it influences the quality and production of plant species with an impact on the economy of any country. Ther…
Potential Features of ICU Admission in X-ray Images of COVID-19 Patients
Douglas P. S. Gomes, Anwaar Ulhaq, Manoranjan Paul +5
X-ray images may present non-trivial features with predictive information of patients that develop severe symptoms of COVID-19. If true, this hypothesis may have practical value in…
Vegetation High-Impedance Faults' High-Frequency Signatures via Sparse Coding
Douglas P. S. Gomes, Cagil Ozansoy, Anwaar Ulhaq
The behavior of High-Impedance Faults (HIFs) in power distribution systems depends on multiple factors, making it a challenging disturbance to model. If enough data from real stage…