Two dimensional statistical linear discriminant analysis for real-time robust vehicle type recognition

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 6496, Issue , 2007, Pages

  Zafar, I ^a   Edirisinghe, E A ^a   Acar, S ^a   Bez, H E ^a  

^a LOUGHBOROUGH UNIVERSITY   (United Kingdom)

Author keywords

2D LDA; Eigenvectors; Linear Discriminant Analysis (LDA); Make and model recognition (MMR); Principle Component Analysis (PCA)

Indexed keywords

ADAPTIVE ALGORITHMS; DISCRIMINANT ANALYSIS; EIGENVALUES AND EIGENFUNCTIONS; FEATURE EXTRACTION; LINEAR ACCELERATORS; PRINCIPAL COMPONENT ANALYSIS; REAL TIME SYSTEMS;

AUTOMATIC LICENSE PLATE RECOGNITION (ALPR); LINEAR DISCRIMINANT ANALYSIS (LDA); MAKE AND MODEL RECOGNITION (MMR);

IMAGE RECOGNITION;

EID: 34548200782     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.704592     Document Type: Conference Paper

References (11)

1. Petrović, V., Cootes, T, "Analysis of features for rigid structure vehicle type recognition", Proc. of the BMVC2004, 2004.
2. V.S. Petrovic and T.F. Cootes, "Vehicle type recognition with match refinement," International Conference on Pattern Recognition, vol. 3, pp. 95-98, August 2004.
3. Daniel T.Munroe, Michael G.Madden, "Multi-class and single-class classification approaches to vehicle Model recognition from images", Proc. AICS-05.
4. L. Dlagnekov. Video-based car surveillance: License plate make and model recognition. Masters Thesis, University of California at San Diego, 2005.
5. David G.lowe,"Distinctive Image Features from Scale-Invariant Keypoints", International Journal of Computer Vision, 2004.
6. David Anthony," More local structure information for Make -Model Recognition".
7. Ming Li, Baozong Yuan,"2D-LDA: A statistical linear discriminant analysis for image matrix", Pattern Recognition letters 26(2005), pp.527-532.
8. Aleix et al, 'PCA versus LDA', IEEE transaction on pattern analysis and machine intelligence, vol 23, no.2,February 2001.
9. M.Turk and A.Pentland,"Eigenfaces for Recognition", CVPR'91, pp. 586-591, 1991.
10. R.A.Fisher,"The use of multiple measures in taxonomie problems,"Ann.Eugenics, vol.7, pp. 179-188, 1936.
11. P.N.Belhumeour,et al.,"Eigenfaces vs. Fisherfaces: Recognition using class specific linear Projection", IEEE Trans.Pattern Analysis and Machine Intelligence, vol.19, no.7, pp.711-720, 1997.