A comparison study on appearance-based object recognition

Proceedings - International Conference on Pattern Recognition

Volumn , Issue , 2012, Pages 3500-3503

  Hsu, Gee Sern ^a   Loc, Truong Tan ^a   Chung, Sheng Lun ^a  

^a NATIONAL TAIWAN UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Taiwan)

Author keywords

[No Author keywords available]

Indexed keywords

APPEARANCE-BASED METHODS; APPEARANCE-BASED OBJECT RECOGNITION; ARTIFICIAL NEUTRAL NETWORK; COMPARISON STUDY; GENERIC OBJECT RECOGNITION; LOCAL FEATURE; NAIVE BAYES; TEST DATA; TRAINING DATA; VIEW-BASED;

CLASSIFICATION (OF INFORMATION);

OBJECT RECOGNITION;

EID: 84874579340     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (11)

1. K. Mikolajczyk, T. Tuytelaars, C. Schmid, A. Zisserman, J. Matas, T. Kadir, and L.J.V. Gool, "A comparison of affine region detectors," IJCV, vol. 65, no. 1-2, pp. 43-72, 2005.
2. M.Pontil and A.Verri, "Support vector machines for 3d object recognition," TPAMI, vol. 20, no. 6, pp. 637 -646, jun 1998.
3. A.M.Martinez and A.C.Kak, "Pca versus lda," TPAMI, vol. 23, no. 2, pp. 228 -233, feb 2001.
4. X. Liu, A. Srivastava, and K. Gallivan, "Optimal linear representations of images for object recognition," TPAMI, vol. 26(5), pp. 662-666, 2004.
5. T.V.Pham and A.W.M.Smeulders, "Sparse representation for coarse and fine object recognition," TPAMI, vol. 28, no. 4, pp. 555 -567, april 2006.
6. D.G.Lowe, "Distinctive image features from scale-invariant keypoints," IJCV, vol. 60, pp. 91-110, 2004.
7. R.O.Duda and P.E.Hart, Pattern Classification, Wiley Inter-science; 2nd ed., 2000.
8. I.Buciu, I.Nafornita, and I.Pitas, "Gabor features for rotation invariant object classification," in ICCP, 2008, pp. 41-46.
9. S A Nene, S K Nayar, and H Murase, "Columbia object image library (coil-100)," RLAAOTA, vol. 95, no. CUCS-006-96, pp. 223-303, 1996.
10. J.-K.Kamarainen, V.Kyrki, and H.Kalviainen, "Invariance properties of gabor filter-based features-overview and applications," TIP, vol. 15, no. 5, pp. 1088 -1099, 2006.
11. D.Comaniciu, P.Meer, and Senior Member, "Mean shift: A robust approach toward feature space analysis," TPAMI, vol. 24, pp. 603-619, 2002.