首页 计算机视觉：场景识别（Scene Recognition）

计算机视觉：场景识别（Scene Recognition）

上传者： 43603658 | 上传时间： 2023-04-06 11:06:26 | 文件大小： 85.35MB | 文件类型： ZIP
在这个项目中，我将对15个场景数据库（Bedroom、Coast、Forest、Highway、Industrial、InsideCity、Kitchen、LivingRoom、Mountain、Office、OpenCountry、Store、Street、Suburb、TallBuilding）进行训练和测试，借助HOG特征提取构建词袋模型，并利用集成学习分类器实现场景识别。 最邻近分类器：准确率（55.0%） 随机森林分类器：准确率（69.1%） 直方图梯度提升分类器：准确率（72.1%） 线性支持向量机分类器：准确率（72.7%） Ours：准确率（74.2%）

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