Heterogeneous vision chip and LBP-based algorithm for high-speed tracking

被引：19

作者：

Yang, Jie ^{[1
]}

Shi, Cong ^{[1
]}

Liu, Liyuan ^{[1
]}

Wu, Nanjian ^{[1
]}

机构：

[1] Chinese Acad Sci, Inst Semicond, Beijing 100083, Peoples R China

来源：

ELECTRONICS LETTERS | 2014年 / 50卷 / 06期

基金：

中国国家自然科学基金;

关键词：

LOCAL BINARY PATTERNS;

D O I：

10.1049/el.2014.0033

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：

A local binary pattern (LBP)-based tracking algorithm and a novel heterogeneous vision chip architecture that implements the algorithm in high speed are proposed. The algorithm is more robust than previously reported high-speed tracking algorithms. The proposed vision chip architecture adopts multiple levels of parallel processors to execute the algorithm in pixel-parallel and patch-parallel ways. Experimental results show that the proposed implementation can achieve 1000 fps robust tracking.

引用

页码：438 / U1

页数：2

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