The university of surrey visual concept detection system at ImageCLEF@ICPR: Working notes

Proceedings - International Conference on Pattern Recognition

Volumn , Issue , 2010, Pages 850-853

  Tahir, M A ^a   Yan, F ^a   Barnard, M ^a   Awais, M ^a   Mikolajczyk, K ^a   Kittler, J ^a  

^a UNIVERSITY OF SURREY   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

CHI-SQUARED; CLASSIFIER LEARNING; EQUAL ERROR RATE; IMAGE DESCRIPTORS; IMAGECLEF; KERNEL CONSTRUCTION; KERNEL DISCRIMINANT ANALYSIS; LEVEL FUSION; LOCAL DESCRIPTORS; OBJECT REPRESENTATIONS; SIMILARITY MEASURE; STRUCTURED SCENE; UNIVERSITY OF SURREY; VECTOR QUANTISATION; VIDEO INDEXING; VISUAL CONCEPT;

CLASSIFIERS; DISCRIMINANT ANALYSIS; FACE RECOGNITION;

ERROR DETECTION;

EID: 78149489516     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICPR.2010.214     Document Type: Conference Paper

References (12)

1. S. Boughorbel, J. P. Tarel, and N.Boujemaa. Conditionally positive definite kernels for SVM based image recognition. In Proc. of ICME, Amsterdam, The Netherlands, 2005.
2. D. Cai, X. He, and J. Han. Efficient kernel discriminat analysis via spectral regression. In In Proc. of the ICDM, 2007.
3. J. C. van Gemert, C. J. Veenman, A.W. M. Smeulders, and J. M. Geusebroek. Visual word ambiguity. PAMI, in press, 2009.
4. J. Kittler, M. Hatef, Robert P. W. Duin, and J. Matas. On combining classifiers. PAMI, 20(3):226-239, 1998.
5. D. G. Lowe. Distinctive image features from scale-invariant keypoints. IJCV, 60(2):91-110, 2004.
6. K. Mikolajczyk and C. Schmid. A performance evaluation of local descriptors. PAMI, 27(10):1615-1630, 2005.
7. S. Nowak and P. Dunker. Overview of the clef 2009 large scale visual concept detection and annotation task. In CLEF working notes, Corfu, Greece, 2009.
8. J. Sivic and A. Zisserman. Video google: a text retrieval approach to object matching in videos. In Proc. of the ICCV, 2003.
9. M. A. Tahir, J. Kittler, K. Mikolajczyk, F. Yan, K.E.A. van de Sande, and T. Gevers. Visual category recognition using spectral regression and kernel discriminant analysis. In Proc. of the 2nd International Workshop on Subspace 2009, In Conjunction with ICCV 2009, Kyota, Japan, 2009.
10. M. A. Tahir, J. Kittler, F. Yan, and K. Mikolajczyk. Kernel discriminant analysis using triangular kernel for semantic scene classification. In Proc. of the 7th International Workshop on CBMI, Crete, Greece, 2009.
11. Koen E. A. van de Sande, Theo Gevers, and Cees G. M. Snoek. Evaluating color descriptors for object and scene recognition. PAMI, in press, 2010.
12. J. Zhang, M. Marszałek, S. Lazebnik, and C. Schmid. Local features and kernels for classification of texture and object categories: A comprehensive study. IJCV, 73(2):213-238, 2007.