Nighttime face recognition at long distance: Cross-distance and cross-spectral matching

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

Volumn 7725 LNCS, Issue PART 2, 2013, Pages 708-721

  Maeng, Hyunju ^a   Liao, Shengcai ^b   Kang, Dongoh ^a   Lee, Seong Whan ^a   Jain, Anil K ^a,b  

^a Korea University   (South Korea)

^b Michigan State University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

AUTOMATIC FACE RECOGNITION; FACE RECOGNITION ALGORITHMS; FEATURE REPRESENTATION; HIGH-FREQUENCY NOISE; RANDOM SUBSPACE METHOD; SCALE INVARIANT FEATURE TRANSFORMS; SECURITY APPLICATION; SURVEILLANCE SYSTEMS;

ALGORITHMS; IMAGE MATCHING; INFRARED DEVICES;

FACE RECOGNITION;

EID: 84875911939     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-37444-9_55     Document Type: Conference Paper

References (26)

1. Mail Online: Big Brother is DEFINITELY watching you: Shocking study reveals UK has one CCTV for every 32 people (2011)
2. Phillips, P.J., Flynn, P.J., Beveridge, J.R., Scruggs, W.T., O'Toole, A.J., Bolme, D., Bowyer, K.W., Draper, B.A., Givens, G.H., Lui, Y.M., Sahibzada, H., Scallan III, J.A., Weimer, S.: Overview of the Multiple Biometrics Grand Challenge. In: Tistarelli, M., Nixon,M.S. (eds.) ICB 2009. LNCS, vol. 5558, pp. 705-714. Springer, Heidelberg (2009)
3. Rara, H., Ali, A., Elhabian, S., Starr, T., Farag, A.: Face Recognition at-a-Distance Using Texture, Dense- and Sparse-Stereo Reconstruction. In: Proceedings of 20th International Conference on Pattern Recognition, pp. 1221-1224 (2010)
4. Huang, D., Wang, Y., Wang, Y.: A Robust Method for Near Infrared Face Recognition Based on Extended Local Binary Pattern. In: Bebis, G., Boyle, R., Parvin, B., Koracin, D., Paragios, N., Tanveer, S.-M., Ju, T., Liu, Z., Coquillart, S., Cruz-Neira, C., Müller, T., Malzbender, T. (eds.) ISVC 2007, Part II. LNCS, vol. 4842, pp. 437-446. Springer, Heidelberg (2007)
5. 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)
6. Morimoto, C.H., Flickner, M.: Real-time multiple face detection using active illumination. In: IEEE International Conference on Automatic Face and Gesture Recognition, pp. 8-13 (2000)
7. Pan, Z., Healey, G.E., Prasad, M., Tromberg, B.J.: Face recognition in hyperspectral images. IEEE Transactions on Pattern Analysis and Machine Intelligence 25, 1552-1560 (2003)
8. Li, D.Y., Liao, W.H.: Facial feature detection in near-infrared images. In: Proceedings of 5th International Conference on Computer Vision, Pattern Recognition and Image Processing, pp. 26-30 (2003)
9. Dowdall, J., Pavlidis, I., Bebis, G.: Face detection in the near-ir spectrum. Image and Vision Computing 21, 565-578 (2003)
10. Zhao, S., Grigat, R.R.: An automatic face recognition system in the near infrared spectrum. In: Proceedings of the 4th International Conference on Machine Learning and Data Mining in Pattern Recognition, pp. 437-444 (2005)
11. Shen, L., He, J., Wu, S., Zheng, S.: Face Recognition from Visible and Near-Infrared Images Using Boosted Directional Binary Code. In: Huang, D.-S., Gan, Y., Gupta, P., Gromiha, M.M. (eds.) ICIC 2011. LNCS, vol. 6839, pp. 404-411. Springer, Heidelberg (2012)
12. Li, S.Z., Chu, R., Liao, S., Zhang, L.: Illumination invariant face recognition using near-infrared images. IEEE Transactions on Pattern Analysis and Machine Intelligence 29, 627-639 (2007)
13. Zhang, B., Zhang, L., Zhang, D., Shen, L.: Directional binary code with application to polyu near-infrared face database. Pattern Recognition Letters 31, 2337-2344 (2010)
14. Chen, J., Yi, D., Yang, J., Zhao, G., Li, S.Z., Pietikäinen, M.: Learning mappings for face synthesis from near infrared to visual light images. In: IEEE Conference on Computer Vision and Pattern Recognition, pp. 156-163 (2009)
15. Wang, R., Yang, J., Yi, D., Li, S.Z.: An Analysis-by-Synthesis Method for Heterogeneous Face Biometrics. In: Tistarelli, M., Nixon, M.S. (eds.) ICB 2009. LNCS, vol. 5558, pp. 319-326. Springer, Heidelberg (2009)
16. Yi, D., Liu, R., Chu, R., Lei, Z., Li, S.Z.: Face Matching Between Near Infrared and Visible Light Images. In: Lee, S.-W., Li, S.Z. (eds.) ICB 2007. LNCS, vol. 4642, pp. 523-530. Springer, Heidelberg (2007)
17. Liao, S., Yi, D., Lei, Z., Qin, R., Li, S.Z.: Heterogeneous Face Recognition from Local Structures of Normalized Appearance. In: Tistarelli, M., Nixon, M.S. (eds.) ICB 2009. LNCS, vol. 5558, pp. 209-218. Springer, Heidelberg (2009)
18. Klare, B., Jain, A.K.: Heterogeneous face recognition: Matching NIR to visible light images. In: International Conference on Pattern Recognition, pp. 1513-1516 (2010)
19. Maeng, H., Choi, H.C., Park, U., Lee, S.W., Jain, A.K.: NFRAD: Near-infrared face recognition at a distance. In: International Joint Conference on Biometrics, pp. 1-7 (2011)
20. Bourlai, T., VonDollen, J., Kolanko, C.: Evaluating the efficiency of a night-time, middle-range infrared sensor for applications in human detection and recognition. In: Infrared Imaging Systems: Design, Analysis, Modeling, and Testing XXIII (2012)
21. Yao, Y., Abidi, B.R., Kalka, N.D., Schmid, N.A., Abidi, M.A.: Improving long range and high magnification face recognition: Database acquisition, evaluation, and enhancement. Computer Vision and Image Understanding 111, 111-125 (2008)
22. Li, S.Z., Yi, D.: Face recognition using near infrared images. In: Li, S.Z., Jain, A.K. (eds.) Handbook of Face Recognition, pp. 383-400. Springer (2011)
23. Lowe, D.: Distinctive image features from scale-invariant keypoints. International Journal of Computer Vision 60, 91-110 (2004)
24. Li, S.Z., Lei, Z., Ao, M.: The HFB face database for heterogeneous face biometrics research. In: Computer Vision and Pattern Recognition Workshop, pp. 1-8 (2009)
25. FaceVACS Software Developer Kit, Cognitec Systems GmbH, http://www.cognitec-systems.de
26. PittPatt Software Developer Kit, Pittsburgh Pattern Recognition, Inc., http://www.pittpatt.com