Vehicle detection in Intelligent Transportation Systems (ITS) is a key factor ensuring road
safety, as it is necessary for the monitoring of vehicle flow, illegal vehicle type detection …

Pedestrian lane detection is an important task in many assistive and autonomous navigation
systems. This article presents a new approach for pedestrian lane detection in unstructured …

In order to ensure safety measures on roads of India, the identification of traffic rule violators
is highly desirable but challenging job due to numerous difficulties such as occlusion …

Generative adversarial networks (GANs) have been promising for many computer vision
problems due to their powerful capabilities to enhance the data for training and test. In this …

Pedestrian detection system is one of the recent technological innovations to save human
lives on the roadways. According to WHO, road accidents highly contribute to the increasing …

Pedestrian detection and driver assistance applications draws an important role on safety
measure such as speed control, crash control, sensing crash and occupant location …

Intelligent transportation systems (ITS) enable transportation participants to communicate
with each other by sending and receiving messages, so that they can be aware of their …

Small object detection has been a challenge in many image analysis applications. One such
application is the ability to detect the status of Pedestrian Traffic Light (PTL) signal to allow …

In the contemporary era, the global explosion of traffic has created many eye-catching
concerns for policymakers. This not only enhances pollution but also leads to several road …

This paper presents a novel deep learning approach for the detection of traffic objects from
drone-based imagery, focusing predominantly on the rapid and accurate detection of …