The technological revolutions greatly impact current and future Classrooms. These
advances in technology include the revolution of artificial intelligence, virtual reality, and …

Availability is one of the three main goals of information security. This paper contributes to
systems' availability by introducing an optimization model for the adaptation (controlling the …

The recent advancement in deep learning approaches of machine learning and computer
vision technology has paved the way for many advancements in object detection prediction …

Advancement of the prediction models used in a variety of fields is a result of the contribution
of machine learning approaches. Utilizing such modeling in feature engineering is …

Availability is one of the primary goals of smart networks, especially, if the network is under
heavy video streaming traffic. In this paper, we propose a deep learning based methodology …

The interest in large scale automated video surveillance systems and the interest in using
cloud in supporting such systems has increased dramatically. Unfortunately, building such a …

This article develops an aggregate power consumption model for live video streaming
systems, including many-to-many systems. In many-to-one streaming systems, multiple …

This paper develops an accuracy-based cross-layer optimization solution for wireless
automated video surveillance systems, in which multiple sources stream videos to a central …

We optimize a visual object detection application (that uses Vision Video Library kernels)
and show that OpenCL is a unified programming paradigm that can provide high …

Despite their wide usage in a tremendous number of applications, Computer Vision (CV)
algorithms struggle to maintain constant performance under varying image/video qualities …