Fusion of multiple facial regions for expression-invariant gender classification

IEICE Electronics Express

Volumn 6, Issue 10, 2009, Pages 587-593

  Lu, Li ^a   Shi, Pengfei ^a  

^a SHANGHAI JIAO TONG UNIVERSITY   (China)

Author keywords

Gender classification; Support vector machines; Two dimension principal component

Indexed keywords

CLASSIFICATION RATES; EXPERIMENTAL INVESTIGATIONS; FACIAL EXPRESSIONS; FACIAL REGIONS; GENDER CLASSIFICATION; TRAINING SAMPLE; TWO-DIMENSION; TWO-DIMENSION PRINCIPAL COMPONENT;

IMAGE RETRIEVAL; SUPPORT VECTOR MACHINES;

PRINCIPAL COMPONENT ANALYSIS;

EID: 67649583326     PISSN: None     EISSN: 13492543     Source Type: Journal    
DOI: 10.1587/elex.6.587     Document Type: Article

References (6)

1. J. Yang, D. Zhang, A. F. Frangi, and J. Y. Yang, "Two dimensional PCA: a new approach to appearance-based face representation and recognition," IEEE Trans. Pattern Anal. Mach. Intell. vol. 24, no. 1, pp. 131-137, 2004.
2. Moghaddam B. and Yang M. H., "Learning Gender with Support Faces," IEEE Trans. Pattern Analysis and Machine Intelligence vol. 24, no. 5, pp. 707-711, 2002.
3. Gao, W., Cao, B., Shan, and S. G., et al., "The CAS-PEAL Large-Scale Chinese Face Database and Baseline Evaluations," technical report of JDL, (2004), [Online] http://www.jdl.ac.cn/peal/files/IEEE_SMC_A_gao_CAS-PEAL.pdf.
4. J. Yang, D. Zhang, Y. Xu, J. Y. Yang, "Two-dimensional discriminant transform for face recognition," Pattern Recognition. vol. 38, no. 7, pp. 1125-1129, 2005.
5. FERET Database, [Online] http://www.itl.nist.gov/iad/humanid/feret/, 2004.
6. Chang, C. C., Lin, C. J. "LIBSVM: a Library for Support Vector Machines," [Online] http://www.csie.ntu.edu.tw/-cjlin/papers/libsvm.ps.gz.