Face recognition with an AG descriptor

被引：0

作者：

Lusina, Domen ^{[1
]}

Maver, Jasna ^{[2
]}

机构：

[1] Univ Ljubljani, Fak Racunalnistvo & Informatiko, Trzaska 25, Ljubljana 1000, Slovenia

[2] Univ Ljubljani, Filozofsaka Fak, Oddelek Bibliotekarstvo Informacijsko Znanost & K, Askerceva 2, Ljubljana 1000, Slovenia

来源：

ELEKTROTEHNISKI VESTNIK | 2019年 / 86卷 / 1-2期

关键词：

face recognition; AG descriptor; local descriptor;

D O I：

暂无

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

There are many methods available for face recognition. Some of them use local descriptors. The paper explores the possibility of using a new local AG descriptor, derived from a dependent-effects model, for the face-recognition function. A face recognition system is developed that builds a bag of words from calculated AG descriptors and uses a SVM classifier. The system is tested on publicly-available databases. Some other popular descriptors are also tested.The recognition scores of the AG descriptor are similar to those of other tested descriptors. In some tests, the recognition scores are higher. The AG descriptor proves to be a good alternative to other descriptors.

引用

页码：7 / 13

页数：7

共 22 条

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