Traffic signs recognition (TSR) is an important part of some advanced driver-assistance
systems (ADASs) and auto driving systems (ADSs). As the first key step of TSR, traffic sign …

Over the last few years, different traffic sign recognition systems were proposed. The present
paper introduces an overview of some recent and efficient methods in the traffic sign …

Automatic detection and recognition of traffic signs plays a crucial role in management of the
traffic-sign inventory. It provides an accurate and timely way to manage traffic-sign inventory …

Detecting small objects is notoriously challenging due to their low resolution and noisy
representation. Existing object detection pipelines usually detect small objects through …

Traffic sign detection is an important task in traffic sign recognition systems. Chinese traffic
signs have their unique features compared with traffic signs of other countries. Convolutional …

Traffic sign recognition plays an important role in driver assistant systems and intelligent
autonomous vehicles. Its real-time performance is highly desirable in addition to its …

Although traffic sign recognition has been studied for many years, most existing works are
focused on the symbol-based traffic signs. This paper proposes a new data-driven system to …

Both unmanned vehicles and driver assistance systems require solving the problem of traffic
sign recognition. A lot of work has been done in this area, but no approach has been …

Disastrous fire event in the confined tunnel is a fatal hazard, threatening the lives of trapped
people and firefighters. Considering the rapid development of fire and the complex …

The extreme temperature induced by fire and hot toxic smokes in tunnels threaten the
trapped personnel and firefighters. To alleviate the potential casualties, fast while …