红外, 2020, 41 (5): 45, 网络出版: 2020-11-11
一种基于帧间差分法的舰船中靶图像识别方法
A Ship Target Image Recognition Method Based on Inter-frame Difference Algorithm
摘要
将帧间差分法运用于舰船中靶图像识别中, 并提出了一种基于图像统计特征的舰船中靶图像识别方法。基于Visual C++中的MFC对话框开发工具, 借助OpenCV计算机视觉库编写了演示软件, 并对识别方法进行了验证。结果表明, 该方法能快速、准确地识别出中靶图像, 从而为指挥员的指挥决策提供客观依据。
Abstract
The inter-frame difference method was applied to ship target image recognition, and a target recognition method in ship images based on the statistics features of the image was proposed. The demo software was written to verify the scheme by using the OpenCV computer vision library and the MFC dialog development tool in Visual C++. The results show that the method can quickly and accurately identify the target images and provide an objective basis for the commander to make decisions.
参考文献
[1] 王振亚, 曾黄麟. 一种基于帧间差分和光流技术结合的运动车辆检测和跟踪新算法[J]. 计算机应用与软件, 2012, 29(5): 117120.
[2] 尹红娟, 栾帅. 三帧差分运动目标检测算法分析与验证[J]. 计算机与数字工程, 2017, 45(1): 6971.
[3] Tsai D M, Lai S C. Independent Component Analysis-based Background Subtraction for Indoor Surveillance[J]. IEEE Transactions on Image Processing, 2009, 18(1): 158160.
[4] Bradski G, Kaehler A著. 刘昌祥, 吴雨培, 等译. 学习OpenCV3(中文版)[M]. 北京: 清华大学出版社, 2018.
王华松, 贾海艳. 一种基于帧间差分法的舰船中靶图像识别方法[J]. 红外, 2020, 41(5): 45. WANG Hua-song, JIA Hai-yan. A Ship Target Image Recognition Method Based on Inter-frame Difference Algorithm[J]. INFRARED, 2020, 41(5): 45.