Face recognition from visible and near-infrared images using boosted directional binary code

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

Volumn 6839 LNAI, Issue , 2011, Pages 404-411

  Shen, Linlin ^a   He, Jinwen ^a   Wu, Shipei ^a   Zheng, Songhao ^a  

^a SHENZHEN UNIVERSITY   (China)

Author keywords

Directional binary code; Face recognition; Near infrared image

Indexed keywords

ADABOOST ALGORITHM; CASCADE STRUCTURES; DECISION LEVELS; FACE RECOGNITION TECHNIQUE; FEATURE REPRESENTATION; IMAGE MODALITY; MIN-MAX; NEAR INFRARED; PERFORMANCE IMPROVEMENTS; TIME-DIFFERENCES; VISIBLE AND NEAR INFRARED; VISIBLE IMAGE; Z-SCORES;

ADAPTIVE BOOSTING; ALGORITHMS; BINARY CODES; COMPUTATION THEORY; INFRARED DEVICES; INFRARED IMAGING; INTELLIGENT COMPUTING;

FACE RECOGNITION;

EID: 84862924932     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-25944-9_52     Document Type: Conference Paper

References (14)

1. Shen, L., Bai, L.: A Review on Gabor Wavelets for Face Recognition. Pattern Analysis and Applications 9, 273-292 (2006)
2. Turk, M., Pentland, A.: Eigenfaces for Recognition. Journal of Cognitive Neuroscience 3, 71-86 (1991)
3. Belhumeur, P.N., Hespanha, J.P., Kriegman, D.J.: Eigenfaces vs. Fisherfaces: Recognition Using Class Specific Linear Projection. IEEE Transactions on Pattern Analysis and Machine Intelligence 19, 711-720 (1997)
4. Yang, M.: Kernel Eigenfaces vs. Kernel Fisherfaces: Face Recognition Using Kernel Methods. In: Proc. of the Fifth IEEE International Conference on Automatic Face and Gesture Recognition, Washington, D.C., pp. 205-211 (2002)
5. Ahonen, T., Hadid, A., Pietikäinen, M.: Face Description with Local Binary Patterns: Application to Face Recognition. IEEE Transactions on Pattern Analysis and Machine Intelligence 28, 2037-2041 (2006)
6. Shen, L., Bai, L., Fairhurst, M.: Gabor Wavelets and General Discriminant Analysis for Face Identification and Verification. Image and Vision Computing 25, 553-563 (2007)
7. Phillips, P.J., Grother, P., Micheals, R.J., Blackburn, D.M., Tabassi, E., Bone, J.M.: Face Recognition Vendor Test 2002: Overview and Summary. In: Defense Advanced Research Projects Agency (2003)
8. Adini, Y., Moses, Y., Ullman, S.: Face recognition: The Problem of Compensating for Changes in Illumination Direction. IEEE Transactions on Pattern Analysis and Machine Intelligence 19, 721-732 (1997)
9. Chang, H., Koschan, A., Abidi, B., Abidi, M.: Fusing Continuous Spectral Images for Face Recognition under Indoor and Outdoor Illuminants. Machine Vision and Applications 21, 201-215 (2010)
10. 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)
11. 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)
12. Shen, L., Bai, L.: MutualBoost Learning for Selecting Gabor Features for Face Recognition. Pattern Recognition Letters 27, 1758-1767 (2006)
13. Viola, P., Jones, M.: Rapid Object Detection Using A Boosted Cascade of Simple Features. In: Proc. of IEEE Conf. on Computer Vision and Pattern Recognition, Kauai, Hawaii, pp. 511-518 (2001)
14. Jain, A., Nandakumar, K., Ross, A.: Score Normalization in Multimodal Biometric Systems. Pattern Recognition 38, 2270-2285 (2005)