超越视线：标记下面的表面][Beyond the line of sight: labeling the underlying surfaces]

超越视线：标记下面的表面 Beyond the line of sight: labeling the underlying surfaces


课程网址:	http://videolectures.net/eccv2012_guo_labeling/
主讲教师:	Silvio Savarese, Ruiqi Guo, Aude Oliva
开课单位:	麻省理工学院
开课时间:	2012-11-12
课程语种:	英语
中文简介:	场景理解需要推理我们可以看到的内容和被遮挡的内容。我们提供了一种简单而通用的方法来推断遮挡背景区域的标签。我们的方法包括对转移的训练区域中可见周围背景，检测到的物体和形状先验的估计。我们展示了使用相同的方法在室外StreetScenes数据集和室内场景数据集中推断遮挡背景区域的标签的能力。我们的实验表明，我们的方法优于主管基线。
课程简介:	Scene understanding requires reasoning about both what we can see and what is occluded. We offer a simple and general approach to infer labels of occluded background regions. Our approach incorporates estimates of visible surrounding background, detected objects, and shape priors from transferred training regions. We demonstrate the ability to infer the labels of occluded background regions in both the outdoor StreetScenes dataset and an indoor scene dataset using the same approach. Our experiments show that our method outperforms competent baselines.
关键词:	场景; 室内场景数据; 主管基线
课程来源:	视频讲座网
最后编审:	2020-06-06：刘家豪(课程编辑志愿者)
阅读次数:	36

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