Automated Road Safety: Enhancing Sign and Surface Damage Detection with AI

D Merolla, V Latorre, A Salis, G Boanelli - arXiv preprint arXiv:2407.15406, 2024 - arxiv.org
Public transportation plays a crucial role in our lives, and the road network is a vital
component in the implementation of smart cities. Recent advancements in AI have enabled …

[HTML][HTML] Computer vision-based generating and updating of the public transit bus stop inventories

SM Shameli, ER Azar - Journal of Infrastructure Intelligence and Resilience, 2022 - Elsevier
An updated asset inventory enables public transit agencies to make informed decisions on
the maintenance and improvement of their physical assets. Conventional asset inventory …

Sustainable utilization of road assets concerning obscured traffic signs recognition

H Yan, S Pan, S Zhang, F Wu… - Proceedings of the …, 2024 - icevirtuallibrary.com
Traffic sign recognition is crucial for sustainable utilization of road assets. However, on real
roads, traffic signs are often obscured, making their recognition challenging. Unfortunately …

[HTML][HTML] Improved Detection of Multi-Class Bad Traffic Signs Using Ensemble and Test Time Augmentation Based on Yolov5 Models

IY Garta, SK Tai, RC Chen - Applied Sciences, 2024 - mdpi.com
Various factors such as natural disasters, vandalism, weather, and environmental conditions
can affect the physical state of traffic signs. The proposed model aims to improve detection of …

Automated Assessment of Public Transit Bus Stops Using Computer Vision Methods

SM Shameli, B Loroff, R Jancev, S Borjian… - Journal of Computing …, 2023 - ascelibrary.org
Transit bus systems are an essential part of public transportation systems and they improve
the accessibility of the communities and economical activities. On-street assets, namely bus …

Augmented YOLOv5 for Indian Traffic Signs Identification

J Chaudhari, R Patel, DK Patel - 2024 3rd International …, 2024 - ieeexplore.ieee.org
Traffic signal comprehension and adherence are essential for road safety and efficient traffic
management. This research focuses on developing a method for identifying Indian traffic …

An Effective Traffic Sign Image Classification and Detection Using CNN

J Mishra, S Goyal - Smart Data Intelligence: Proceedings of ICSMDI 2022, 2022 - Springer
Traffic signs are important parts of modern transportation systems because they keep roads
safe and help drivers. There are two types of traffic signs: symbol-based and text-based. It is …

Feature Extraction and Classification of Music Content Based on Deep Learning

Q Shi, YC Ko - Advances in Multimedia, 2022 - Wiley Online Library
To study the use of in‐depth training in extracting and classifying the content of music
samples, the work offers an algorithm for identifying and classifying musical genres based …

Identification of Indian Traffic Signs based on Different Models and Conditions: A Review

PB Parmar, BA Oza - 2022 6th International Conference on …, 2022 - ieeexplore.ieee.org
As a crucial part of the larger Intelligent Transportation System, the Traffic Sign Recognition
system is essential. That's because drivers may be safer and more proficient on the road …

[PDF][PDF] BUDUĆNOST SAOBRAĆAJNE SIGNALIZACIJE U ERI PAMETNIH PUTEVA I AUTONOMNIH VOZILA

A Trpković, B Stanić, S Jevremović - postel.sf.bg.ac.rs
Rezime: Razvoj i unapređenje saobraćajne signalizacije prate iu određenom smislu
uzrokuju različiti tehnološki trendovi, inovacije i postojeća dostignuća. Jedna od značajnih …