A Learning Framework for Age Rank Estimation Based on Face Images With Scattering Transform

Volume: 24, Issue: 3, Pages: 785 - 798
Published: Mar 1, 2015
Abstract
This paper presents a cost-sensitive ordinal hyperplanes ranking algorithm for human age estimation based on face images. The proposed approach exploits relative-order information among the age labels for rank prediction. In our approach, the age rank is obtained by aggregating a series of binary classification results, where cost sensitivities among the labels are introduced to improve the aggregating performance. In addition, we give a...
Paper Details
Title
A Learning Framework for Age Rank Estimation Based on Face Images With Scattering Transform
Published Date
Mar 1, 2015
Volume
24
Issue
3
Pages
785 - 798
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