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可见光-热红外视频运动目标融合检测的研究进展及展望
引用本文:张秀伟,张艳宁,郭哲,赵静,仝小敏. 可见光-热红外视频运动目标融合检测的研究进展及展望[J]. 红外与毫米波学报, 2011, 30(4): 354-359
作者姓名:张秀伟  张艳宁  郭哲  赵静  仝小敏
作者单位:西北工业大学计算机学院,陕西西安,710129
基金项目:国家高技术研究发展计划(863)(2009AA01Z315);国家自然科学基金(60872145);教育部科技创新工程重大项目培育资金项目(708085);博士后科学基金(20090451397);中国博士后特别基金(201003685)
摘    要:在智能视频监视领域,协同利用可见光和热红外传感器,使全天时、精确、鲁棒的智能监视成为可能,具有显著的优势.对可见光-热红外运动目标融合检测的研究进展进行分析和总结.首先,分析了多源传感器融合检测问题,着重说明了融合检测的显著优势、关键步骤及已有公开测试数据集等;然后,详细分析了该类算法的研究进展,从融合策略、运动检测策...

关 键 词:热红外视频  可见光视频  融合  运动目标检测
收稿时间:2010-11-18
修稿时间:2011-04-03

Advances and perspective on motion detection fusion in visual and thermal framework
ZHANG Xiu-Wei,ZHANG Yan-Ning,GUO Zhe,ZHAO Jing and TONG Xiao-Min. Advances and perspective on motion detection fusion in visual and thermal framework[J]. Journal of Infrared and Millimeter Waves, 2011, 30(4): 354-359
Authors:ZHANG Xiu-Wei  ZHANG Yan-Ning  GUO Zhe  ZHAO Jing  TONG Xiao-Min
Affiliation:Northwestern Polytechnical University,School of Computer Science, Northwestern Polytechnical University,School of Computer Science, Northwestern Polytechnical University,School of Computer Science, Northwestern Polytechnical University,School of Computer Science, Northwestern Polytechnical University
Abstract:Multiple visual sensors fusion provides an effective way to improve the robustness and accuracy of visual surveillance system. This paper gives a review of visual-thermal fusion moving object detection. Firstly, the problem is analyzed, including its procedure, key problems, advantages, testing data sets. Then the existing algorithms are analyzed according to several different rules: fusion strategy, detection method and fusion structure. By comparing different kinds of methods, we analyzed the advantage, disadvantage and applicability. Finally we conclude with discussion on difficulties, challenges and possible future research directions of this kind method.
Keywords:Thermal video   Visual video   Fusion   Moving object detection
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