A morphable model for the synthesis of 3D faces
Proceedings of the 26th annual conference on Computer graphics and interactive techniques
Automatic fingerprints image generation using evolutionary algorithm
IEA/AIE'07 Proceedings of the 20th international conference on Industrial, engineering, and other applications of applied intelligent systems
Automatic fingerprints image generation using evolutionary algorithm
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
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The use of synthetic imagery for testing biometric systems is relatively new and in need of further exploration. In this paper, we describe methods and procedures for using synthetic images generated from shape and texture data to refine and extend the current state of the art of face recognition performance testing. Two example experiments are presented based on the canonical Facial Recognition Vendor Test 2000---pose experiments and temporal experiments. We demonstrate how the use of synthetically generated face models (and resulting images) can enhance and extend existing test protocols and analysis. These methods and results will be of use to developers and practitioners alike.