Proceedings of 3rd International Conference on Multimedia Technology(ICMT-13)

Logo Localization and Recognition Based on Spatial Pyramid Matching with Color Proportion

Authors
Feng Wenya, Chen Zhiqian, Hou Yonggan, Liu Long, Guo Yilin
Corresponding Author
Feng Wenya
Available Online November 2013.
DOI
10.2991/icmt-13.2013.223How to use a DOI?
Keywords
Logo Localization, Logo Recognition, Efficient Subwindow Search, Color Proportion
Abstract

In this paper, we propose a novel logo localization and recognition model in which we use the spatial pyramid matching with color proportion to train a score function and the Efficient Subwindow Search (ESS) to localize region and recognize specific logo. Our model has two advantages compared with other related algorithms: (1) this model has a O (n ^2) time complexity in localizing logo regions which is much faster than the traditional sliding window approaches that has a time complexity of O (n ^4) which make it cannot apply to real world applications because of the high computational cost; (2) by means of our well-designed spatial pyramid matching embedded by color proportion, we can achieve a higher recognition rate even with the linear kernel SVM. We test our model in a logo dataset called FlickrLogos-32 which contains 32 different logo classes by downloading them from Flickr. Experiments show that our model both have fast enough speed and high correct rate.

Copyright
© 2013, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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Volume Title
Proceedings of 3rd International Conference on Multimedia Technology(ICMT-13)
Series
Advances in Intelligent Systems Research
Publication Date
November 2013
ISBN
978-90-78677-89-5
ISSN
1951-6851
DOI
10.2991/icmt-13.2013.223How to use a DOI?
Copyright
© 2013, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

TY  - CONF
AU  - Feng Wenya
AU  - Chen Zhiqian
AU  - Hou Yonggan
AU  - Liu Long
AU  - Guo Yilin
PY  - 2013/11
DA  - 2013/11
TI  - Logo Localization and Recognition Based on Spatial Pyramid Matching with Color Proportion
BT  - Proceedings of 3rd International Conference on Multimedia Technology(ICMT-13)
PB  - Atlantis Press
SP  - 1839
EP  - 1846
SN  - 1951-6851
UR  - https://doi.org/10.2991/icmt-13.2013.223
DO  - 10.2991/icmt-13.2013.223
ID  - Wenya2013/11
ER  -