The Interplay between Reconstruction and Recognition
نویسندگان
چکیده
This report is concerned with understanding the interplay between 3D face reconstruction and recognition. We provide analysis for the effect of adaptive sparse 3D reconstructions on recognition rate. This work illustrates that, for 3D face recognition, a proper mesh containing nearly 2% of the facial information and about 5 times the initial/root mesh provides similar recognition rate as one with full 3D information. The report describes a systematic approach to generate adaptive meshing staring from a root mesh of basic facial landmarks. This work is a crucial first step towards a successful incorporation of 3D face recognition approaches in near real time scenarios under effects of pose and illumination.
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