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计算机系统应用英文版:2014,23(2):178-182,218

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直方图反向投影多目标检测优化算法

张辰^1,2, 赵红颖², 钱旭¹

(1.中国矿业大学北京机电与信息工程学院, 北京 100083;2.北京大学遥感与地理信息系统研究所, 北京 100871)

Optimized Multi-Object Detection Method Based on Histogram Back-Projection

ZHANG Chen^1,2, ZHAO Hong-Ying², QIAN Xu¹

(1.School of Mechanical Electronic & Information Engineering, China University of Mining and Technology, Beijing 100083, China;2.Institute of Remote Sensing and Geographical Information System, Peking University, Beijing 100871, China)

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本文已被：浏览 2360次下载 3566次
Received:July 23, 2013 Revised:August 27, 2013

中文摘要: 针对目标检测中图像背景信息复杂以及反向投影方法目标颜色类型单一的问题，提出了一种改进的直方图反向投影目标检测优化算法。在建立多个目标模型弥补一般反向投影方法不能同时检测含有不同颜色信息目标这一不足的同时，通过对目标概率图像进行一系列优化处理以减小复杂背景对目标检测的干扰。实验结果表明，该算法在满足对视频图像实时处理要求的同时可准确检测目标位置，且检测效果及计算效率优于传统反向投影算法及其他方法。

中文关键词: 目标检测反向投影目标概率颜色直方图

Abstract:Aiming at the complexity of background image in object detection and the singleness of object’s color type in common back-projection method, an optimized object detection method based on histogram back-projection was presented. In this algorithm, multiple object models were established to make up the defect that multiple objects with different colors cannot be detected by using common back-projection method. Besides, in order to reduce the interference of complex background, a series of optimizing process steps for the probability image was added. Experimental results show that the proposed algorithm not only can accurately detect the position of objects in real-time, but also with better detection effect and higher operation efficiency than the common back-projection algorithm and other methods.

keywords: object detection back-projection object probability color histogram

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基金项目:

Author Name	Affiliation
ZHANG Chen	School of Mechanical Electronic & Information Engineering, China University of Mining and Technology, Beijing 100083, China Institute of Remote Sensing and Geographical Information System, Peking University, Beijing 100871, China
ZHAO Hong-Ying	Institute of Remote Sensing and Geographical Information System, Peking University, Beijing 100871, China
QIAN Xu	School of Mechanical Electronic & Information Engineering, China University of Mining and Technology, Beijing 100083, China

Author Name	Affiliation
ZHANG Chen	School of Mechanical Electronic & Information Engineering, China University of Mining and Technology, Beijing 100083, China Institute of Remote Sensing and Geographical Information System, Peking University, Beijing 100871, China
ZHAO Hong-Ying	Institute of Remote Sensing and Geographical Information System, Peking University, Beijing 100871, China
QIAN Xu	School of Mechanical Electronic & Information Engineering, China University of Mining and Technology, Beijing 100083, China

引用文本：
张辰,赵红颖,钱旭.直方图反向投影多目标检测优化算法.计算机系统应用,2014,23(2):178-182,218
ZHANG Chen,ZHAO Hong-Ying,QIAN Xu.Optimized Multi-Object Detection Method Based on Histogram Back-Projection.COMPUTER SYSTEMS APPLICATIONS,2014,23(2):178-182,218