Face-image retrieval based on singular values and potential-field representation

Signal Processing

Volumn 100, Issue , 2014, Pages 9-15

  Jian, Muwei ^a   Lam, Kin Man ^a  

^a HONG KONG POLYTECHNIC UNIVERSITY   (Hong Kong)

Author keywords

Face image retrieval; Potential field representation; Rotation shift scale invariant feature; Singular values

Indexed keywords

FACE-IMAGE RETRIEVAL; GLOBAL FEATURE; POTENTIAL FIELD; POTENTIAL-FIELD REPRESENTATION; RETRIEVAL PERFORMANCE; ROTATION-SHIFT-SCALE-INVARIANT FEATURE; SINGULAR VALUES; SPECIAL PROPERTIES;

ELECTRICAL ENGINEERING; SIGNAL PROCESSING;

IMAGE RETRIEVAL;

EID: 84893259710     PISSN: 01651684     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.sigpro.2014.01.004     Document Type: Article

References (29)

1. N. Kumar, P. Belhumeur, S. Nayar. FaceTracer: a search engine for large collections of images with faces, in: Proceedings of ECCV, 2008.
2. M. Subrahmanyam, R.P. Maheshwari, and R. Balasubramanian Local maximum edge binary patterns: a new descriptor for image retrieval and object tracking Signal Process. 92 6 2012 1467 1479
3. Unsang Park, and Anil K. Jain Face matching and retrieval using soft biometrics IEEE Trans. Inf. Forensics Secur. 5 3 2010 406 415
4. Anil K. Jain, Brendan Klare, and Unsang Park Face matching and retrieval in forensics applications IEEE Multimed. 19 1 2012 20 28
5. Yongsheng Gao, and Yutao Qi Robust visual similarity retrieval in single model face databases Pattern Recognit. 38 2005 1009 1020 (Pubitemid 40537022)
6. Z. Wu, Q. Ke, J. Sun, and H.-Y. Shum Scalable face image retrieval with identity-based quantization and multireference reranking. IEEE Trans. Pattern Anal. Mach. Intell. 33 10 2011 1991 2001
7. B.M. Smith, S. Zhu, and L. Zhang Face image retrieval by shape manipulation Comput. Vision Pattern Recognit. 2011 769 776
8. L. Wiskott, J. Fellous, N. Kruger, and C. Von der Malsburg Face recognition by elastic bunch graph matching IEEE Trans. Pattern Anal. Mach. Intell. 19 7 1997 775 779 (July) (Pubitemid 127762270)
9. T. Ojala, M. Pietikainen, and T. Maenpaa Multiresolution gray-scale and rotation invariant texture classification with local binary patterns IEEE Trans. Pattern Anal. Mach. Intell. 2002 971 987 (Pubitemid 34835471)
10. P.-H. Lee, G.-S. Hsu, Y.-P. Hung, Face verification, and identification using facial trait code, in: Proceedings of the IEEE International Conference on Computer Vision and Pattern Recognition, 2009.
11. J. Wright, G. Hua, Implicit elastic matching with random projections for pose-variant face recognition, in: Proceedings of the IEEE Conference Computer Vision and Pattern Recognition, 2009.
12. A.K. Sao, B. Yegnanarayana, and B.V.K.V. Kumar Significance of image representation for face recognition Signal Image Video Process. 1 2007 225 237
13. A.K. Sao, and B. Yegnanarayana Face verification using template matching IEEE Trans. Inf. Forensic Secur. 2 3 2007 636 641 (Pubitemid 47290596)
14. I. Biederman, and J. Gu Surface versus edge-based determinants of visual recognition Cognit. Psychol. 20 1998 38 64
15. Xu, C., Prince, J.L. Gradient vector flow: a new external force for snakes, in: IEEE Proceedings of the Computer Vision Pattern Recognition, 1997, pp. 66-71.
16. Chou-Hao Hsu, Chaur-Chin Chen. SVD-based projection for face recognition, in: IEEE EIT Proceedings, 2007, pp. 703-706
17. Xiangli Xu, Libiao Zhang, Zhezhou Yu, Chunguang Zhou. The application of DWT and SVD in image retrieval, in: Proceedings of the 2008 International Congress on Image and Signal Processing (CISP), pp. 257-261.
18. J. Zeng, D. Bi, X. Fu. A matching method based on SVD for image retrieval, in: Proceedings of the 2009 International Conference on Measuring Technology and Mechatronics Automation, 2009, pp. 396-398.
19. Cao, Danyang, Yang, Bingru. An improved face recognition algorithm based on SVD, in: Proceedings of the 2010 International Conference on Computer and Automation Engineering (ICCAE), pp. 109-112.
20. Jiwen Lu, and Yongwei Zhao Dominant singular value decomposition representation for face recognition Signal Process. 90 2010 2087 2093
21. BoubasAnas Y., Harous, Saad, Belkhouche, Boumediene. Image abstraction for improved semantic retrieval accuracy and reduced space-time complexities, in: Proceedings of the 2011 International Congress on Image and Signal Processing (CISP), pp. 1363-1367.
22. Stathopoulos, S., KalamboukisT. An SVD-Bypass Latent Semantic Analysis for Image Retrieval. MCBR-CDS 2012. LNCS, vol. 7723, pp. 122-132.
23. Muwei Jian, Kin-Man Lam, and Junyu dong A novel face-hallucination scheme based on singular value decomposition Pattern Recognit. 46 11 2013 3091 3102
24. O. Bretsche Linear Algebra with Applications 3rd ed. 2004 Prentice Hall Upper Saddle River, NJ
25. P. Viola, and M.J. Jones Robust real-time face detection IJCV 57 2 2004 137 154
26. J. Liu, S. Chen, and X. Tan Fractional order singular value decomposition representation for face recognition Pattern Recognit. 41 1 2008 378 395 (Pubitemid 47284196)
27. Ying Wen, Lianghua He, and Pengfei Shi Face recognition using difference vector plus KPCA Digital Signal Process. 22 2012 140 146
28. F. Tarrés, A. Rama, "GTAV Face Database". Available at: 〈http://gps-tsc.upc.es/GTAV/ResearchAreas/UPCFaceDatabase/ GTAVFaceDatabase.htmâŒ
29. BioID Technology Research. The BioID Face Database, 〈 http://www.bioid.comâŒ.