Vehicle logo recognition based on interior structure using SIFT descriptor and neural network

R Lipikorn, N Cooharojananone… - 2014 International …, 2014 - ieeexplore.ieee.org
This paper presents an approach for automatic recognition of vehicle make from its logo in a
front-view image using SIFT descriptor of interior structure and back-propagation neural …

M-SIFT: A new method for Vehicle Logo Recognition

A Psyllos, CN Anagnostopoulos… - 2012 IEEE International …, 2012 - ieeexplore.ieee.org
In this paper, a new algorithm for Vehicle Logo Recognition is proposed, on the basis of an
enhanced Scale Invariant Feature Transform (Merge-SIFT or M-SIFT). The algorithm is …

[PDF][PDF] Logo classification of vehicles using SURF based on low detailed feature recognition

T Senthilkumar, SN Sivanandam - Int. J. Comput. Appl, 2013 - Citeseer
In today's world a need for brand identification has become more important, as it could be
used for classification of certain brands or even in the artificial intelligence it plays an …

Vehicle logo recognition based on local feature descriptor

SK Wang, L Liu, X Xu - Applied Mechanics and Materials, 2013 - Trans Tech Publ
In this paper, we present a comparison of the scale-invariant feature transforms (SIFT)-
based feature-matching scheme and the speeded up robust features (SURF)-based feature …

[HTML][HTML] Vehicle logo recognition with reduced-dimension SIFT vectors using autoencoders

RK Keser, E Ergün, BU Töreyin - Proceedings, 2018 - mdpi.com
Vehicle logo recognition has become an important part of object recognition in recent years
because of its usage in surveillance applications. In order to achieve a higher recognition …

Vehicle logo recognition using a sift-based enhanced matching scheme

AP Psyllos, CNE Anagnostopoulos… - IEEE transactions on …, 2010 - ieeexplore.ieee.org
In this paper, a new algorithm for vehicle logo recognition on the basis of an enhanced scale-
invariant feature transform (SIFT)-based feature-matching scheme is proposed. This …

Vehicle logo recognition by spatial-SIFT combined with logistic regression

R Chen, M Hawes, L Mihaylova… - 2016 19th International …, 2016 - ieeexplore.ieee.org
An efficient recognition framework requires both good feature representation and effective
classification methods. This paper proposes such a framework based on a spatial Scale …

[PDF][PDF] Vehicle logo recognition and classification: Feature descriptors vs. shape descriptors

A Minich, C Li - EE368 Final Project, Spring, 2011 - Citeseer
We explore several image processing methods to automatically identify the make of a
vehicle based focused on the manufacturer's iconic logo. Our findings reveal that large …

Vehicle logo recognition based on bag-of-words

S Yu, S Zheng, H Yang, L Liang - 2013 10th IEEE International …, 2013 - ieeexplore.ieee.org
The recognition of vehicle manufacturer logo is a crucial and very challenging problem,
which is still an area with few published effective methods. This paper proposes a new fast …

Logo classification with edge-based daisy descriptor

B Lei, VLL Thing, Y Chen… - 2012 IEEE International …, 2012 - ieeexplore.ieee.org
For the classification of logo images, there are significant challenges in the classification of
merchandise logos such that only a few key points can be found in the relatively small logo …