Automatic make and model recognition from frontal images of cars

2011 8th IEEE International Conference on Advanced Video and Signal Based Surveillance, AVSS 2011

Volumn , Issue , 2011, Pages 373-378

  Pearce, Greg ^a   Pears, Nick ^a  

^a UNIVERSITY OF YORK   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION APPROACH; CROSS VALIDATION; DATA SETS; FEATURE DETECTION; FEATURE STRENGTH; LEAVE-ONE-OUT; MODEL RECOGNITION; NAIVE BAYES CLASSIFIERS;

INVESTMENTS;

SECURITY SYSTEMS;

EID: 80054007701     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/AVSS.2011.6027353     Document Type: Conference Paper

References (13)

1. C.-N. Anagnostopoulos, I. Anagnostopoulos, I. Psoroulas, V. Loumos, and E. Kayafas. License plate recognition from still images and video sequences: A survey. Intelligent Transportation Systems, IEEE Transactions on, 9(3):377-391, 2008.
2. J. Canny. A computational approach to edge detection. IEEE Trans. Pattern Analysis and Machine Intelligence, 8(6):679-698, 1986.
3. Z. Chen, N. E. Pears, M. Freeman, and J. Austin. Road vehicle classification using support vector machines. In IEEE Int. Conf. Intelligent Computing and Intelligent Systems, pages 214-218, 2009.
4. X. Clady, P. Negri, M. Milgram, and R. Poulenard. Multiclass vehicle type recognition system. In Artificial Neural Networks in Pattern Recognition, volume 5064 of Lecture Notes in Computer Science (LNCS), pages 228-239. Springer, 2008.
5. C. J. Harris and M. Stephens. A combined corner and edge detector. In 4th Alvey Vision Conference Manchester, pages 147-151, 1988.
6. H. Huang, Q. Zhao, Y. Jia, and S. Tang. A 2dlda based algorithm for real time vehicle type recognition. In 11th IEEE Int. Conf. Intelligent Transportation Systems (ITSC 2008), pages 298-303, 2008.
7. X. Ma andW. E. L. Grimson. Edge-based rich representation for vehicle classification. IEEE International Conference on Computer Vision, 2:1185-1192, 2005.
8. D. Munroe and M. G. Madden. Multi-class and single-class classification approaches to vehicle model recognition from images. In Proc. Irish Conf. on Artificial Intelligence and Cognitive Science (AICS'05, 2005.
9. A. Noble. Descriptions of Image Surfaces. PhD Thesis, Department of Engineering Science, Oxford University, 1989.
10. V. S. Petrovic and T. F. Cootes. Analysis of features for rigid structure vehicle type recognition. In British Machine Vision Conference (BMVC'04), pages 587-596, 2004.
11. A. Psyllos, C. N. Anagnostopoulos, and E. Kayafas. Vehicle authentication from digital image measurements. In 16th IMEKO TC4 Symposium, 2008.
12. Y. Rubner, C. Tomasi, and L. Guibas. The earth mover's distance as a metric for image retrieval. International Journal of Computer Vision, 40:99-121, 2000. (Pubitemid 32136368)
13. M. S. Sarfraz, A. Saeed, M. H. Khan, and Z. Riaz. Bayesian prior models for vehicle make and model recognition. In Proc. 7th ACM Int. Conf. on Frontiers of Information Technology, 2009.