============================================== Experimental code for Machine Learning project ============================================== This package is a skeleton of a framework for computing the sparse dictionary coding classification problem for face recognition. This framework is described in detail in J. Wright, A. Y. Yang, A. Ganesh, S. S. Sastry, and Y. Ma, Robust face recognition via sparse representation. IEEE transactions on pattern analysis and machine intelligence, vol. 31, no. 2, pp. 210-27, Feb. 2009. Datasets -------- Face databases are required to use the code herein. Paths to databases, and other configuration parameters should be defined in the following file: recog/conf/conf.txt I've only implemented import methods for the Extended Yale B dataset, as described in A. S. Georghiades, P. N. Belhumeur, and D. J. Kriegman, From Few to Many : Illumination Cone Models for Face Recognition under Variable Lighting and Pose, IEEE Transactions on Pattern Analysis And Machine Intelligence, vol. 23, no. 6, pp. 643-660, 2001. License Info ------------ See LICENSE file