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FACE DATABASE: Recently, a face database has been created with the main purpose of testing the robustness of face recognition algorithms against strong pose and illumination variations. This database includes a total of 44 persons with 27 pictures per person which correspond to different pose views (0º, ±30º, ±45º, ±60º and v90º) under three different illuminations (environment or natural light, strong light source from an angle of 45º, and finally an almost frontal mid-strong light source. Furthermore, at least 10 more additional frontal view pictures are included with different occlusions and facial expresion variations.