7 citations · 7 across the 6 of their papers we have counts for
6 papers
Enhancing User Experience in On-Device Machine Learning with Gated Compression Layers
Haiguang Li, Usama Pervaiz, Joseph Antognini +4
On-device machine learning (ODML) enables powerful edge applications, but power consumption remains a key challenge for resource-constrained devices. To address this, developers of…
Dynamic Switch Layers For Unsupervised Learning
Haiguang Li, Usama Pervaiz, Michał Matuszak +4
On-device machine learning (ODML) enables intelligent applications on resource-constrained devices. However, power consumption poses a major challenge, forcing a trade-off between…
Fast PET Scan Tumor Segmentation using Superpixels, Principal Component Analysis and K-means Clustering
Yeman B. Hagos, Vu H. Minh, Saed Khawaldeh +2
Positron Emission Tomography scan images are extensively used in radiotherapy planning, clinical diagnosis, assessment of growth and treatment of a tumor. These all rely on fidelit…
A Universal Simulation Platform for Flexible Systems
Vu Hoang Minh, Tajwar Abrar Aleef, Usama Pervaiz +2
This article proposes a universal simulation platform for simulating systems undergoing duress. In other words, this paper introduces a total simulation package which includes a nu…
Smoothness-based Edge Detection using Low-SNR Camera for Robot Navigation
Vu Hoang Minh, Tajwar Abrar Aleef, Usama Pervaiz +2
In the emerging advancement in the branch of autonomous robotics, the ability of a robot to efficiently localize and construct maps of its surrounding is crucial. This paper deals…
Complete End-To-End Low Cost Solution To a 3D Scanning System with Integrated Turntable
Saed Khawaldeh, Tajwar Abrar Aleef, Usama Pervaiz +2
3D reconstruction is a technique used in computer vision which has a wide range of applications in areas like object recognition, city modelling, virtual reality, physical simulati…