Visual change detection, aiming at segmentation of video frames into foreground and
background regions, is one of the elementary tasks in computer vision and video analytics …

Abstract Intelligent Transportation Systems (ITS) is not a new concept. Notably, ITS has been
cited in various journal articles and proceedings papers around the world, and it has …

Deep learning-based time series classification in 6G-supported Intelligent Transportation
Systems (ITS) helps transport decision-making. Deep learning classifier training …

The proliferation of surveillance cameras has resulted in an exponential growth in video
data, which has created several challenges for video data analysis, extraction, and storage …

Roadside object detection and classification provide a good understanding of driving
scenarios in regard to over-the-horizon perception. However, typical roadside sensors are …

The commercialization and advancement of unmanned aerial vehicles (UAVs) have
increased in the past decades for surveillance. UAVs use gimbal cameras and LIDAR …

The proliferation of multimedia devices over the Internet of Things (IoT) generates an
unprecedented amount of data. Consequently, the world has stepped into the era of big …

A roadside sensing unit can provide over-the-horizon perception information for
autonomous vehicles due to its high perception perspective. However, numerous …

Video synopsis is an effective technique for the efficient analysis of long videos in a short
time. To generate a compact video, multiple tracks of moving objects, which we call as tubes …

Security threats to smart and autonomous vehicles cause potential consequences such as
traffic accidents, economically damaging traffic jams, hijacking, motivating to wrong routes …