Object evidence extraction using simple Gabor features and statistical ranking

Lecture Notes in Computer Science

Volumn 3540, Issue , 2005, Pages 119-129

  Kamarainen, J K ^a   Ilonen, J ^a   Paalanen, P ^a   Hamouz, M ^b   Kalviainen H ^a   Kittler, J ^b  

^a LAPPEENRANTA UNIVERSITY OF TECHNOLOGY   (Finland)

^b UNIVERSITY OF SURREY   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SCIENCE; IMAGE ANALYSIS; MATHEMATICAL MODELS; OBJECT RECOGNITION; RELIABILITY; STATISTICAL METHODS;

GABOR FEATURES; OBJECT EVIDENCE EXTRACTION; SPATIAL CONSTELLATION MODELS; STATISTICAL RANKING;

FEATURE EXTRACTION;

EID: 26444581721     PISSN: 03029743     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/11499145_14     Document Type: Conference Paper

References (12)

1. Fischler, M., Elschlager, R.: The representation and matching of pictorial structures. IEEE Trans. on Computers 22 (1973) 67-92
2. Harris, C., Stephens, M.: A combined corner and edge detector. In: Proc. of the Fourth Alvey Vision Conf. (1988) 147-151
3. Kadir, T.: Scale, Saliency and Scene Description. PhD thesis, Oxford University (2002)
4. Lowe, D.G.: Distinctive image features from scale-invariant keypoints. Int. Journal of Computer Vision 60 (2004) 91-110
5. Fergus, R., Perona, P., Zisserman, A.: Object class recognition by unsupervised scale-invariant learning. In: Proc. of the IEEE Computer Society Conf. on Computer Vision and Pattern Recognition. (2003)
6. Hamouz, M., Kittler, J., Kamarainen, J.K., Paalanen, P., Kälviäinen, H.: Affine-invariant face detection and localization using GMM-based feature detector and enhanced appearance model. In: Proc. of the 6th Int. Conference on Automatic Face and Gesture Recognition, Seoul, Korea (2004) 67-72
7. Kyrki, V., Kamarainen, J.K., Kälviäinen, H.: Simple Gabor feature space for invariant object recognition. Pattern Recognition Letters 25 (2003) 311-318
8. Paalanen, P., Kamarainen, J.K., Ilonen, J., Kälviäinen, H.: Feature representation and discrimination based on Gaussian mixture model probability densities - practices and algorithms. Research report 95, Department of Information Technology, Lappeenranta University of Technology (2005)
9. Hamouz, M.: Feature-based affine-invariant detection and localization of faces. PhD thesis, University of Surrey (2004)
10. Kämäräinen, J.K.: Feature Extraction Using Gabor Filters. PhD thesis, Lappeenranta University of Technology (2003)
11. Figueiredo, M., Jain, A.: Unsupervised learning of finite mixture models. IEEE Transactions on Pattern Analysis and Machine Intelligence 24 (2002) 381-396
12. Messer, K., Matas, J., Kittler, J., Luettin, J., Maitre, G.: XM2VTSDB: The extended M2VTS Database. In: Proc. of the 2nd Int. Conf. on Audio and Video-based Biometric Person Authentication. (1999) 72-77