Hurricanes are tropical storms that cause immense damage to human life and property.
Rapid assessment of damage caused by hurricanes is extremely important for the first …

Graphical processing unit (GPU) has gained more popularity among researchers in the field
of decision making and knowledge discovery systems. However, most of the earlier studies …

The super power of deep learning in image classification problems have become very
popular and applicable in many areas like medical sciences. Some of the medical …

Adequate management of agricultural crops requires, among other things, accessible and
sufficiently accurate methods for assessing plant nutrition and crop vegetation status and for …

In this paper, we consider the opportunities and constraints, which rest on quantization as a
guiding principle for data representation and compression. In particular, we propose a novel …

Heterogeneous systems with multiple different compute devices have come into common
use recently, and the heterogeneity of the compute device is mainly reflected in three …

Edge computing has become a very popular service that enables mobile devices to run
complex tasks with the help of network-based computing resources. However, edge clouds …

With technological developments, the resolution of the display systems is increasing,
causing image data to increase. Several technologies are aiding in optimizing these data …

Through using edge computing services, mobile devices can run complex tasks with the
help of network-based computing resources. However, servers in the edge cloud are not …

Due to the rapid development of image data and the necessity to analyze it to extract
meaningful information, heterogeneous systems have gained prominence. One of the most …