| Paper: | IMDSP-P3.6 | ||
| Session: | Biometrics | ||
| Time: | Tuesday, May 16, 14:00 - 16:00 | ||
| Presentation: | Poster | ||
| Topic: | Image and Multidimensional Signal Processing: Biometrics | ||
| Title: | Illumination Tolerant Face Recognition Using A Novel Face From Sketch Synthesis Approach And Advanced Correlation Filters | ||
| Authors: | Yung-hui Li, Marios Savvides, Vijayakumar Bhagavatula, Carnegie Mellon University, United States | ||
| Abstract: | Currently state-of-the-art research approach regarding face sketch recognition transforms all test face images into sketches then performs recognition on sketch domain using the sketch composite. In our approach we propose the opposite which is a better approach; we propose to generate a realistic face image from the composite sketch using a Hybrid subspace method and then build an illumination tolerant correlation filter which can recognize the person under different illumination variations. We show experimental results on our approach on the CMU PIE (Pose Illumination and Expression) database on the effectiveness of our novel approach. | ||
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