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some confusions about Bbox label definition #8

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Dongzhou-1996 opened this issue May 11, 2020 · 3 comments
Closed

some confusions about Bbox label definition #8

Dongzhou-1996 opened this issue May 11, 2020 · 3 comments

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@Dongzhou-1996
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image
According to the definition of bbox label u provided in 'image/s5.png', the object of interest can be described by its size (length, width, height), location (x_c, y_c, z_c), theta and alpha. However, I have three question about the definition of bbox label:

  1. which object point does the location (x_c, y_c, z_c) represents? the center of target or just like KITTI dataset (the bottom center of target)? And is the location (x_c, y_c, z_c) the original of object coordinate system?

  2. the 3D size of object includes length, width and height, Which axis of object coordinate system are they respectively aligned with? length-x, width-y, height-z?

  3. how is the alpha defined? the angle between the x-axis of observer coordinates and the x-axis of object coordinates? which case is it defined as positive?and when is negative?

regards,
dong zhou

根据你们在 'image/s5.png' 所提供的bbox label定义来看,感兴趣目标能够由 size (length, width, height), location (x_c, y_c, z_c), theta and alpha 来描述。 但是我对bbox label定义有几个问题没有弄明白:

  1. label中的the location (x_c, y_c, z_c) 对应目标的哪个点?目标中心或者像KITTI数据集那样,对应目标底面中心?还有the location (x_c, y_c, z_c) 应该就是目标坐标系的原点吧?

  2. 目标三维尺寸包括长、宽、高,它们分别对应目标坐标系的哪个轴?长对应x轴,宽对应y轴,高对应z轴?

  3. alpha角是如何定义的?它是观测坐标系x轴和目标坐标系x轴的夹角吗?这个alpha角什么时候为正,什么时候为负?

非常期待您的回答!
周栋

@halostorm
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  1. label中的the location (x_c, y_c, z_c) 对应目标的哪个点?目标中心或者像KITTI数据集那样,对应目标底面中心?还有the location (x_c, y_c, z_c) 应该就是目标坐标系的原点吧?
    参考系是采集车车体系,(x_c, y_c, z_c) 是3Dbbox中心
  2. 目标三维尺寸包括长、宽、高,它们分别对应目标坐标系的哪个轴?长对应x轴,宽对应y轴,高对应z轴?
    对的。
  3. alpha角是如何定义的?它是观测坐标系x轴和目标坐标系x轴的夹角吗?这个alpha角什么时候为正,什么时候为负?
    x轴夹角,符号定义,正->逆时针

@russellyq
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@halostorm
你好,请问 theta角是顺时针为正吗

@halostorm
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halostorm commented Feb 15, 2022 via email

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