Multi-task GLOH feature selection for human age estimation

@article{Liang2011MultitaskGF,
  title={Multi-task GLOH feature selection for human age estimation},
  author={Yixiong Liang and Lingbo Liu and Ying Xu and Yao Xiang and Beiji Zou},
  journal={2011 18th IEEE International Conference on Image Processing},
  year={2011},
  pages={565-568}
}
In this paper, we propose a novel age estimation method based on gradient location and orientation histogram (GLOH) descriptor and multi-task learning (MTL). The GLOH, one of the state-of-the-art local descriptor, is used to capture the age-related local and spatial information of face image. As the extracted GLOH features are often redundant, MTL is designed to select the most informative GLOH bins for age estimation problem, while the corresponding weights are determined by ridge regression… CONTINUE READING
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