Real-time vehicle type classification with deep convolutional neural networks

X Wang, W Zhang, X Wu, L Xiao, Y Qian… - Journal of Real-Time …, 2019 - Springer
Vehicle type classification technology plays an important role in the intelligent transport
systems nowadays. With the development of image processing, pattern recognition and …

Automatic make and model recognition from frontal images of cars

G Pearce, N Pears - 2011 8th IEEE International conference on …, 2011 - ieeexplore.ieee.org
We investigate a range of solutions in carmake and model'recognition. Several different
feature detection approaches are investigated and applied to the problem including a new …

A cascaded part-based system for fine-grained vehicle classification

M Biglari, A Soleimani… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Vehicle make and model recognition (VMMR) has become an important part of intelligent
transportation systems. VMMR can be useful when license plate recognition is not feasible …

A large-scale frontal vehicle image dataset for fine-grained vehicle categorization

L Lu, P Wang, H Huang - IEEE Transactions on Intelligent …, 2020 - ieeexplore.ieee.org
Fine-grained vehicle categorization has evolved into a significant subject of study due to its
importance in the Intelligent Transportation System. A highly accurate and real-time vehicle …

[HTML][HTML] Car make and model recognition under limited lighting conditions at night

N Boonsim, S Prakoonwit - Pattern Analysis and Applications, 2017 - Springer
Car make and model recognition (CMMR) has become an important part of intelligent
transport systems. Information provided by CMMR can be utilized when license plate …

Multi-view vehicle type recognition with feedback-enhancement multi-branch CNNs

Z Chen, C Ying, C Lin, S Liu, W Li - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Vehicle type recognition (VTR) is a quite common requirement and one of the key
challenges in real surveillance scenarios, such as intelligent traffic and unmanned driving …

Mid-level-representation based lexicon for vehicle make and model recognition

M Fraz, EA Edirisinghe… - 2014 22nd International …, 2014 - ieeexplore.ieee.org
In this paper, we present a novel framework for representation of images as a combination of
multiple mid-level feature descriptor representation based group of visual words. The mid …

Image based vehicle type identification

U Iqbal, SW Zamir, MH Shahid… - … on Information and …, 2010 - ieeexplore.ieee.org
Vehicle type (make and model) recognition provides high level of security to the systems that
are solely based on automatic license plate detection and recognition. Most of the work in …

[PDF][PDF] Intelligent vehicle recognition based on wireless sensor network

MM Nabeel, FM EI-Dien, AS EI-Kader - Int. J. Comput. Sci, 2013 - researchgate.net
One of the main requirements of any intelligent transportation system is to be able to identify
vehicles in the traffic. This paper presents an intelligent vehicle identification system used …

Car recognition from frontal images in mobile environment

V Varjas, A Tanács - … on Image and Signal Processing and …, 2013 - ieeexplore.ieee.org
Recognition of car make and model from frontal images is a common problem in computer
vision. We refined existing approaches based on ROIs defined relative to the number plate …