Face recognition with LWIR imagery using local binary patterns

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 5558 LNCS, Issue , 2009, Pages 327-336

  Méndez, Heydi ^a   Martín, Cesar San ^b   Kittler, Josef ^c   Plasencia, Yenisei ^a   García Reyes, Edel ^a  

^a ADVANCED TECHNOLOGIES APPLICATION CENTER   (Cuba)

^b UNIVERSIDAD DE LA FRONTERA   (Chile)

^c UNIVERSITY OF SURREY   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

FIXED PATTERN NOISE; IMAGE TEXTURE; LOCAL BINARY PATTERNS; LONGWAVE INFRARED; LWIR IMAGERY; NOISE SUPPRESSING; NONUNIFORMITY CORRECTION;

BIOMETRICS; CONTENT BASED RETRIEVAL; ELECTROMAGNETIC WAVE ATTENUATION; IMAGING SYSTEMS; INFRARED DEVICES; INFRARED IMAGING; WAVES;

FACE RECOGNITION;

EID: 69949134991     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-01793-3_34     Document Type: Conference Paper

References (22)

1. Zou, X., Kittler, J., Messer, K.: Illumination Invariant Face Recognition: A Survey. In: First IEEE International Conference on Biometrics: Theory, Applications, and Systems, pp. 1-8 (2007)
2. Zou, X., Kittler, J., Messer, K.: Face recognition using active near-ir illumination. In: British Machine Vision Conference Proceedings (2005)
3. Li, S.Z., Chu, R., Liao, S., Zhang, L.: Illumination invariant face recognition using near-infrared images. IEEE Trans. Pattern Anal. Mach. Intell. 29(4), 627-639 (2007) (Pubitemid 46464403)
4. Socolinsky, D.A., Wolff, L.B., Neuheisel, J.D., Eveland, C.K.: Illimination invariant face recognition using thermal infrared imagery. In: Proc. IEEE CS Conf. Comp. Vision and Pattern recognition, vol.1, pp. 527-534 (2001)
5. Kong, S.G., Heo, J., Abidi, B.R., Ki Paik, J., Abidi, M.A.: Recent advances in visual and infrared face recognition - a review. Computer Vision and Image Undertanding 97(1), 103-135 (2005)
6. Heo, J., Savvides, M., Vijaya Kumar, V.K.: Performance Evaluation of Face Recognition using visual and thermal imagery with advanced correlation filters. In: Conference on Computer Vision and Pattern Recognition, pp. 9-14. IEEE Computer Society, Los Alamitos (2005)
7. Socolinsky, D.A., Selinger, A.: A Comparative Analysis of Face Recognition Performance with Visible and Thermal Infrared Imagery. In: ICPR 2002: Proceedings of the 16Th International Conference on Pattern Recognition, vol.4(4) (2002)
8. Bebis, G., Gyaourova, A., Singh, A., Pavlidis, I.: Face recognition by fusing thermal infrared and visible imagery. Image and Vision Computing 24(7), 727-742 (2006) (Pubitemid 44163391)
9. Singh, R., Vatsa, M., Noore, A.: Integrated multilevel image fusion and match score fusion of visible and infrared face images for robust face recognition. Pattern Recogn. 41(3), 880-893 (2008)
10. Chen, X., Flynn, P.J., Bowyer, K.w.: PCA-based face recognition in infrared imagery: baseline and comparative studies. In: IEEE International Workshop on Analysis and Modeling of Faces and Gestures, AMFG, pp. 127-134 (2003)
11. Pron, H., Menanteau, W., Bissieux, C., Beaudoin, J.L.: Characterization of a focal plane array (FPA) infrared camera. Quantitativa Infrared Thermography QIRT Open Archives, QIRT, 2000-2061 (2000), http://qirt.gel.ulaval.ca
12. Milton, A., Barone, F., Kruer, M.: Influence of nonuniformity on infrared focal plane array performance. Opctical Engineering 24, 855-862 (1985)
13. Hardie, R., Hayat, M., Armstrong, E., Yasuda, B.: Scene-based nonuniformity correction using video sequences and registration. Applied Optics 39, 1241-1250 (2000)
14. Ratliff, B., Hayat, M., Tyo, J.: Generalized algebraic scene-based nonuniformity correction algorihtm. The JOSA-A Opt. Soc. of America 22, 239-249 (2005)
15. Harris, J., Chiang, Y.: Nonuniformity correction of infrared image sequences using constant statistics constraint. IEEE Trans. on Image Processing 8, 1148-1151 (1999)
16. Pezoa, J., Hayat, M., Torres, S., Rahman, M.: Multimodel kalman filtering for adaptive nonuniformity correction in infrared sensors. The JOSA-A Opt. Soc. of America 23, 1282-1291 (2006)
17. Averbuch, A., Liron, G., Bobrovsky, B.Z.: Scene based non-uniformity correction in thermal images using Kalman filter. Image and Vision Computing 25, 833-851 (2007)
18. San Martin, C., Meza, P., Torres, S., Carrillo, R.: Improved Infrared Face Identification Performance Using Nonuniformity Correction Techniques. In: Blanc-Talon, J., Bourennane, S., Philips, W., Popescu, D., Scheunders, P. (eds.) ACIVS 2008. LNCS, vol.5259, pp. 1115-1123. Springer, Heidelberg (2008)
19. Ahonen, T., Hadid, A., Pietikainen, M.: Face recognition with local binary patterns. In: Pajdla, T., Matas, J. (eds.) ECCV 2004. LNCS, vol.3021, pp. 469-481. Springer, Heidelberg (2004)
20. Marcel, S., Rodriguez, Y., Heusch, G.: On the Recent Use of Local Binary Patterns for Face Authentication. International Journal on Image and Video Processing Special Issue on Facial Image Processing (2007)
21. http://www.equinoxsensors.com/products/HID.html
22. Belhumeur, P.N., Hespanha, J.P., Kriegman, D.J.: Eigenfaces vs. Fisherfaces: Recognition using class specific linear projection. IEEE Trans. Pattern Anal. Machine Intell. 7(19), 711-720 (1997)