Algorithms for Image Processing and Computer Vision
Algorithms for Image Processing and Computer Vision
Digital Image Processing Algorithms and Applications
Digital Image Processing Algorithms and Applications
Traffic Measurement with a Roadside Vision System - Individual Tracking of Overlapped Vehicles
ICPR '96 Proceedings of the International Conference on Pattern Recognition (ICPR '96) Volume III-Volume 7276 - Volume 7276
A Real Time Vehicle's License Plate Recognition System
AVSS '03 Proceedings of the IEEE Conference on Advanced Video and Signal Based Surveillance
Pattern Classification (2nd Edition)
Pattern Classification (2nd Edition)
Vehicle logo recognition using a SIFT-based enhanced matching scheme
IEEE Transactions on Intelligent Transportation Systems
Vehicle model recognition from frontal view image measurements
Computer Standards & Interfaces
An integrative approach to accurate vehicle logo detection
Journal of Electrical and Computer Engineering
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The number of vehicles is rapidly increased as modern industrialization is developed worldwide. Vehicle recognition has been studied for some time because many people acknowledged it is critical information to solve vehicle-related problems. However, few researchers have tried to recognize the model of vehicles. In this paper a novel method is proposed to recognize vehicles’ model corresponding manufacturers in order to increase the efficiency of recognition. Texture descriptors are computed from the front image of vehicles. Then, a three-layer neural network was built and trained with the texture descriptors for model recognition. The proposed method demonstrates 94% recognition rate for moving vehicles’ models.