Android 中的透视投影在增强现实应用程序中

时间:2023-03-29
本文介绍了Android 中的透视投影在增强现实应用程序中的处理方法,对大家解决问题具有一定的参考价值,需要的朋友们下面随着小编来一起学习吧!

问题描述

目前我正在编写一个增强现实应用程序,但在将对象显示在屏幕上时遇到了一些问题.令我非常沮丧的是,我无法将 gps 点转换为我的 android 设备上的相应屏幕点.我已经阅读了很多关于 stackoverflow 的文章和许多其他帖子(我已经问过类似的问题),但我仍然需要你的帮助.

我做了维基百科中解释的透视投影.

我要如何处理透视投影的结果才能获得最终的屏幕点?

解决方案

前段时间看维基百科的文章也让我很困惑.这是我尝试以不同的方式解释它:

<小时>

情况

让我们简化一下情况.我们有:

  • 我们的投影点 D(x,y,z) - 你所说的 relativePositionX|Y|Z
  • 大小为 w * h
  • 的图像平面
  • ,我们得到:

    • MB/CD = EM/EC <=> X/x = f/z (2)

    同时使用 (1)(2),我们现在有:

    • X = (x/z) * ( (w/2)/tan(α) )

    如果我们回到维基百科文章中使用的符号,我们的等式相当于:

    • b_x = (d_x/d_z) * r_z

    您会注意到我们缺少 s_x/r_x 的乘法.这是因为在我们的例子中,显示尺寸"和记录面"是相同的,所以s_x/r_x = 1.

    <块引用>

    注意:Y 的推理相同.

    <小时>

    实际使用

    一些备注:

    • 通常使用α = 45deg,即tan(α) = 1.这就是为什么这个术语没有出现在许多实现中的原因.
    • 如果你想保持你显示的元素的比例,保持f对于XY都保持不变,即而不是计算:

      • X = (x/z) * ( (w/2)/tan(α) )Y = (y/z) * ( (h/2)/tan(α))

      ...做:

      • X = (x/z) * ( (min(w,h)/2)/tan(α) )Y = (y/z) * ( (min(w,h)/2)/tan(α) )
      <块引用>

      注意:当我说显示尺寸"和记录表面"是相同的",这不太正确,min操作是为了补偿这个近似值,适应方形表面 r 到潜在矩形表面 s.

      注意 2:Appunta 不使用 min(w,h)/2,而是使用 screenRatio=(getWidth()+getHeight())/2 如您所见.两种解决方案都保留了元素比率.焦点,因此视角,只会有点不同,取决于屏幕本身的比例.您实际上可以使用任何您想要的功能定义 f.

    • 您可能已经在上图中注意到,屏幕坐标在这里定义在 [-w/2 ;w/2] 用于 X 和 [-h/2 ;h/2] 表示 Y,但您可能想要 [0 ;w][0 ;h] 代替.X += w/2Y += h/2 - 问题已解决.

    <小时>

    结论

    我希望这将回答您的问题.如果需要版本,我会留在附近.

    再见!

    <块引用>

    <自我推销警报 > 其实我前段时间做了一个 文章关于 3D 投影和渲染.实施在Javascript,但应该很容易翻译.

    Currently I'm writing an augmented reality app and I have some problems to get the objects on my screen. It's very frustrating for me that I'm not able to transform gps-points to the correspending screen-points on my android device. I've read many articles and many other posts on stackoverflow (I've already asked similar questions) but I still need your help.

    I did the perspective projection which is explained in wikipedia.

    What do I have to do with the result of the perspective projection to get the resulting screenpoint?

    解决方案

    The Wikipedia article also confused me when I read it some time ago. Here is my attempt to explain it differently:


    The Situation

    Let's simplify the situation. We have:

    • Our projected point D(x,y,z) - what you call relativePositionX|Y|Z
    • An image plane of size w * h
    • A half-angle of view α

    ... and we want:

    • The coordinates of B in the image plane (let's call them X and Y)

    A schema for the X-screen-coordinates:

    E is the position of our "eye" in this configuration, which I chose as origin to simplify.

    The focal length f can be estimated knowing that:

    • tan(α) = (w/2) / f (1)

    A bit of Geometry

    You can see on the picture that the triangles ECD and EBM are similar, so using the Side-Splitter Theorem, we get:

    • MB / CD = EM / EC <=> X / x = f / z (2)

    With both (1) and (2), we now have:

    • X = (x / z) * ( (w / 2) / tan(α) )

    If we go back to the notation used in the Wikipedia article, our equation is equivalent to:

    • b_x = (d_x / d_z) * r_z

    You can notice we are missing the multiplication by s_x / r_x. This is because in our case, the "display size" and the "recording surface" are the same, so s_x / r_x = 1.

    Note: Same reasoning for Y.


    Practical Use

    Some remarks:

    • Usually, α = 45deg is used, which means tan(α) = 1. That's why this term doesn't appear in many implementations.
    • If you want to preserve the ratio of the elements you display, keep f constant for both X and Y, ie instead of calculating:

      • X = (x / z) * ( (w / 2) / tan(α) ) and Y = (y / z) * ( (h / 2) / tan(α) )

      ... do:

      • X = (x / z) * ( (min(w,h) / 2) / tan(α) ) and Y = (y / z) * ( (min(w,h) / 2) / tan(α) )

      Note: when I said that "the "display size" and the "recording surface" are the same", that wasn't quite true, and the min operation is here to compensate this approximation, adapting the square surface r to the potentially-rectangular surface s.

      Note 2: Instead of using min(w,h) / 2, Appunta uses screenRatio= (getWidth()+getHeight())/2 as you noticed. Both solutions preserve the elements ratio. The focal, and thus the angle of view, will simply be a bit different, depending on the screen's own ratio. You can actually use any function you want to define f.

    • As you may have noticed on the picture above, the screen coordinates are here defined between [-w/2 ; w/2] for X and [-h/2 ; h/2] for Y, but you probably want [0 ; w] and [0 ; h] instead. X += w/2 and Y += h/2 - Problem solved.


    Conclusion

    I hope this will answer your questions. I'll stay near if it needs editions.

    Bye!

    < Self-promotion Alert > I actually made some time ago an article about 3D projection and rendering. The implementation is in Javascript, but it should be quite easy to translate.

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