CELLULAR AUTOMATA BAG OF VISUAL WORDS FOR OBJECT RECOGNITION

被引：0
|
作者：
Mironical, Ionut [1 ]
Ionescu, Bogdan [1 ]
Dogaru, Radu [2 ]
机构：
[1] Univ Politehn Bucuresti, LAPI, Bucharest, Romania
[2] Univ Politehn Bucuresti, ETTI, Bucharest, Romania
来源：
UNIVERSITY POLITEHNICA OF BUCHAREST SCIENTIFIC BULLETIN SERIES C-ELECTRICAL ENGINEERING AND COMPUTER SCIENCE | 2015年 / 77卷 / 04期
关键词：
object recognition; image classification; local descriptors; Bag of-Visual-Word;
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：
In this paper we propose and analyze a novel method for object recognition, inspired by the cellular automata theory. The proposed method has a low computational complexity, and can be incorporated in the standard Bag-of-Visual-Words framework. Experimental tests conducted on several standard image databases show that the proposed method provides a significant improvement in the classification performance, outperforming some other classic approaches.
引用
收藏
页码：107 / 118
页数：12
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