问题

I am doing this Augmented Reality project starting from Xcode's default AR project.

I need to know the focal length of the camera used by ARKit.

This page defines Focal Length well:

Focal length, usually represented in millimeters (mm), is the basic description of a photographic lens. It is not a measurement of the actual length of a lens, but a calculation of an optical distance from the point where light rays converge to form a sharp image of an object to the digital sensor or 35mm film at the focal plane in the camera. The focal length of a lens is determined when the lens is focused at infinity.

Said that, Apple offers this camera matrix called intrinsics, defined as

According to Apple,

The values fx and fy are the pixel focal length, and are identical for square pixels. The values ox and oy are the offsets of the principal point from the top-left corner of the image frame. All values are expressed in pixels.

I am getting the same number for fx and fy, that is 1515.481.

To obtain the real focal length in millimeters,

This page says I need to use this formula: F(mm) = F(pixels) * SensorWidth(mm) / ImageWidth (pixel) but I don't have the sensor dimensions.
this other page says FC = fx/sx = fy/sy, where sx and sy are the image dimensions width and height, what I suppose will give me two numbers, because fx = fy... and this is back to square zero.

On iPhone 11, ARCamera captures a frame with the following dimensions: 1920x1440, at least this number is reported by the property camera.imageResolution.

In the name of mental sanity, is there a way to get the focal length of ARCamera used by RealityKit?

回答1:

ARKit and RealityKit does definitely have identical values of focal length parameter. That's because these two frameworks are supposed to work together. And although there's no focal length instance property for ARView at the moment, you can easily print in Console a focal length for ARSCNView or SCNView.

@IBOutlet var sceneView: ARSCNView!

sceneView.pointOfView?.camera?.focalLength

However, take into account that ARKit, RealityKit and SceneKit frameworks don't use a screen resolution, they rather use a viewport size. A magnification factor for iPhones' viewports is usually 1/2 or 1/3.

Intrinsic Camera Matrix

As you said in ARKit there's a 3x3 camera matrix allowing you convert between the 2D camera plane and 3D world coordinate space.

var intrinsics: simd_float3x3 { get }

Using this matrix you can print 4 important parameters: fx, fy, ox and oy. Let's print them all:

DispatchQueue.main.asyncAfter(deadline: .now() + 2.0) {
                    
    print(" Focal Length: \(self.sceneView.pointOfView?.camera?.focalLength)")
    print("Sensor Height: \(self.sceneView.pointOfView?.camera?.sensorHeight)")
    // SENSOR HEIGHT IN mm
                    
    let frame = self.sceneView.session.currentFrame

    // INTRINSICS MATRIX
    print("Intrinsics fx: \(frame?.camera.intrinsics.columns.0.x)")
    print("Intrinsics fy: \(frame?.camera.intrinsics.columns.1.y)")
    print("Intrinsics ox: \(frame?.camera.intrinsics.columns.2.x)")
    print("Intrinsics oy: \(frame?.camera.intrinsics.columns.2.y)")
}

For iPhone X the following values are printed:

When you apply your formulas you'll get a implausible result (read on to find out why).

About Wide-Angle Lens and OIS

The iPhone X has two image sensors, and both camera modules are equipped with an optical image stabilizer (OIS). The wide-angle lens offers a 28-millimeter focal length and an aperture of f/1.8, while the telephoto lens is 56 millimeters and f/2.4.

ARKit and RealityKit use a wide-angle lens rear module. In iPhone X case it's a 28-mm lens. But what about printed value focal length = 20.78 mm, huh? I believe that the discrepancy between the value of 28 mm and 20.78 mm is due to the fact that video stabilization eats up about 25% of the total image area. This is done in order to eventually get a focal length's value of 28 mm for final image.

Red frame is a cropping margin at stabilisation stage.

Conclusion

This is my own conclusion. I didn't find any reference materials on that subject, so do not judge me strictly if my opinion is wrong (I admit it may be).

We all know a fact that camera shake is magnified with an increase in focal length. So, the lower value of focal length is, the less camera shake is. It's very important for non-jittering high-quality world tracking in AR app. Also, I firmly believe that Optical Image Stabilisers work much better with lower values of focal length. Hence, it's not a surprise that ARKit engineers have chosen a lower value of focal length for AR experience (capturing a wider image area), and then after stabilization, we get a modified version of the image, like it has focal length = 28 mm.

So, in my humble opinion, it makes no sense to calculate a REAL focal length for RealityKit and ARKit 'cause there is a "FAKE" focal length already implemented by Apple engineers for a robust AR experience.

来源：https://stackoverflow.com/questions/62623726/what-is-the-real-focal-length-of-the-camera-used-in-realitykit

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