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Mining Weakly Labeled Web Facial Images for Search-Based Face Annotation

Journal: International Journal of Science and Research (IJSR) (Vol.8, No. 6)

Publication Date:

Authors : ; ;

Page : 1498-1501

Keywords : Image processing; face annotation; weakly labeled facial images; internet vision; Age estimation;

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Abstract

In this paper, we present an automatic web image and video mining framework with the ultimate goal of building a universal human age estimator based on facial information, which is applicable to all ethnic groups and various image qualities. On one hand, a large (391 k) yet noisy human aging image database is collected from Flickr and Google Image using a set of human age-related text queries. Multiple human face detectors based on distinctive techniques are adopted for noise-prune face detection. For each image, the detected faces with high detection confidences constitute a bag of face instances.

Last modified: 2021-06-28 18:17:02