Evaluation of multiclass traffic sign detection and classification methods for US roadway asset inventory management

V Balali, M Golparvar-Fard - Journal of Computing in Civil …, 2016 - ascelibrary.org
Frequent analysis and updating the condition of traffic signs and mile markers are among
the most important aspects of a highway asset management system. Today's practices …

Multi-class US traffic signs 3D recognition and localization via image-based point cloud model using color candidate extraction and texture-based recognition

V Balali, A Jahangiri, SG Machiani - Advanced Engineering Informatics, 2017 - Elsevier
Continuous condition monitoring and inspection of traffic signs are essential to ensure that
safety and performance criteria are met. The use of 3D point cloud modeling by the …

Recognition and 3D localization of traffic signs via image-based point cloud models

V Balali, M Golparvar-Fard - Computing in Civil Engineering 2015, 2015 - ascelibrary.org
Recently, the US Departments of Transportation have pro-actively looked into videotaping
roadway assets. Using inspection vehicles equipped with high resolution cameras, accurate …

Hidden nodes of neural network: Useful application in traffic sign recognition

NM Ali, MS Karis, J Safei - 2014 IEEE International Conference …, 2014 - ieeexplore.ieee.org
In this paper we presented a technique to extend the supervised feed forward back
propagation neural network that we have previously implemented using out-of-plane traffic …

Image-based recognition, 3D localization, and retro-reflectivity evaluation of high-quantity low-cost roadway assets for enhanced condition assessment

V Balali - 2015 - ideals.illinois.edu
Systematic condition assessment of high-quantity low-cost roadway assets such as traffic
signs, guardrails, and pavement markings requires frequent reporting on location and up-to …

[PDF][PDF] A Real-Time System for Detection and Recognition of Traffic Signs

SK Sudha, L Mahathi - academia.edu
A traffic sign detection and recognition system developed and implemented as a part of
Intelligent Transportation System (ITS), aims to minimize the number of accidents due to …