matlab解压代码-MovingObjDetector-WAMI.matlab:广域运动图像(WAMI)视频中的运动物体检测

上传者: 38517212 | 上传时间: 2021-08-19 22:50:48 | 文件大小: 41.97MB | 文件类型: ZIP
matlab解压代码广域运动图像中的运动物体检测(matlab 版) WAMI 图像的运动物体检测(车辆) 此代码是我们的论文“使用卷积神经网络 (CNNs) 检测和跟踪广域运动图像 (WAMI) 中的小运动对象”的实现,该论文已在 2019 年第 22 届信息融合国际会议 (FUSION) 上获得通过。应该产生与论文完全相同的结果。 CNN 使用 WPAFB 数据集进行训练:此代码旨在在 WPAFB2009 数据集(测试集)上测试算法,但也适用于其他 WAMI 图像/视频(应进行一些修改)。 将发布旨在广泛使用的 Python 实现。 用法:解压 WPAFB-images\ntf 下的 WPAFB 数据集 运行“WPAFB-images\nitf2png.m”将 ntf 图像转换为 png 图像。 运行“run_area_of_interest_test_set.m”来处理实验。 AOI_id 可以是“01、02、03、34、40、41”。 详细信息可以在论文中找到。

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