Head pose estimation relying on appearance-based nose region analysis

被引：4
|
作者：
Future Processing, Bojkowska 37A, Gliwice [1 ]
44-100, Poland
不详 [2 ]
44-100, Poland
机构：
来源：
Lect. Notes Comput. Sci. | / 510-517期
关键词：
Appearance based - Benchmark data - Discriminating power - Experimental validations - Facial regions - Head Pose Estimation - Region analysis;
D O I：
10.1007/978-3-319-11331-9_61
中图分类号：
学科分类号：
摘要：
In this paper we explore the possibilities of recognizing head orientation based on the appearance of the nose. We demonstrate that the features extracted from that region possess high discriminating power with regards to the head orientation. Extensive experimental validation study, performed using the benchmark data, confirmed high effectiveness of the proposed approach compared with the baseline techniques that rely on the analysis of the entire facial region. © Springer International Publishing Switzerland 2014.
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