Measuring Kinect Joint Rotations

In one of my previous blog posts, I showed you how to measure joint angles using Kinect and C#. Today, we’ll dive into a more complex topic: in this article, you are going to learn how to measure the orientation of a joint around each axis (X, Y, Z).

Measuring the orientation values is not trivial because it requires some good knowledge of Mathematics. Do not be afraid, though! After reading this article, you’ll be able to calculate the orientation of each joint using one line of C# code!

Sounds good? Let’s get started.

Prerequisites

To run the code and samples provided in this guide, you’ll need the following:

• Kinect for XBOX v2 sensor with an adapter (or Kinect for Windows v2 sensor)
• Kinect for Windows v2 SDK
• Windows 8.1 or higher
• Visual Studio 2013 or higher
• A dedicated USB 3 port

Let’s do the Math…

Kinect is reading the joint orientation values as a quaternion. A quaternion is a set of 4 values: X, Y, Z, and W.

The Kinect SDK is encapsulating the quaternion into a structure called Vector4. We need to transform this quaternion (Vector4) into a set of 3 numeric values.

Using the Orientation quaternion, we can calculate the rotation of the joint around the X, Y, and Z axis.

Pitch: rotating around the X-axis

The rotation around the X axis is called Pitch. Here is how to measure it:

public static double Pitch(this Vector4 quaternion)
{
    double value1 = 2.0 * (quaternion.W * quaternion.X + quaternion.Y * quaternion.Z);
    double value2 = 1.0 - 2.0 * (quaternion.X * quaternion.X + quaternion.Y * quaternion.Y);

    double roll = Math.Atan2(value1, value2);

    return roll * (180.0 / Math.PI);
}

Yaw: rotating around the Y-axis

The rotation around the Y axis is called Yaw. Here is how to measure it:

public static double Yaw(this Vector4 quaternion)
{
    double value = 2.0 * (quaternion.W * quaternion.Y - quaternion.Z * quaternion.X);
    value = value > 1.0 ? 1.0 : value;
    value = value < -1.0 ? -1.0 : value;

    double pitch = Math.Asin(value);

    return pitch * (180.0 / Math.PI);
}

Roll: rotating around the Z-axis

The rotation around the Z axis is called Roll. Here is how to measure it:

public static double Roll(this Vector4 quaternion)
{
    double value1 = 2.0 * (quaternion.W * quaternion.Z + quaternion.X * quaternion.Y);
    double value2 = 1.0 - 2.0 * (quaternion.Y * quaternion.Y + quaternion.Z * quaternion.Z);

    double yaw = Math.Atan2(value1, value2);

    return yaw * (180.0 / Math.PI);
}

Using the code

Here is the complete code. All you have to do is import the following C# file into your Kinect project.

using System;
using Microsoft.Kinect;

namespace LightBuzz.Vitruvius
{
    /// <summary>
    /// Provides extension methods for transforming quaternions to rotations.
    /// </summary>
    public static class JointOrientationExtensions
    {
        /// <summary>
        /// Rotates the specified quaternion around the X axis.
        /// </summary>
        /// <param name="quaternion">The orientation quaternion.</param>
        /// <returns>The rotation in degrees.</returns>
        public static double Pitch(this Vector4 quaternion)
        {
            double value1 = 2.0 * (quaternion.W * quaternion.X + quaternion.Y * quaternion.Z);
            double value2 = 1.0 - 2.0 * (quaternion.X * quaternion.X + quaternion.Y * quaternion.Y);

            double roll = Math.Atan2(value1, value2);

            return roll * (180.0 / Math.PI);
        }

        /// <summary>
        /// Rotates the specified quaternion around the Y axis.
        /// </summary>
        /// <param name="quaternion">The orientation quaternion.</param>
        /// <returns>The rotation in degrees.</returns>
        public static double Yaw(this Vector4 quaternion)
        {
            double value = 2.0 * (quaternion.W * quaternion.Y - quaternion.Z * quaternion.X);
            value = value > 1.0 ? 1.0 : value;
            value = value < -1.0 ? -1.0 : value;

            double pitch = Math.Asin(value);

            return pitch * (180.0 / Math.PI);
        }

        /// <summary>
        /// Rotates the specified quaternion around the Z axis.
        /// </summary>
        /// <param name="quaternion">The orientation quaternion.</param>
        /// <returns>The rotation in degrees.</returns>
        public static double Roll(this Vector4 quaternion)
        {
            double value1 = 2.0 * (quaternion.W * quaternion.Z + quaternion.X * quaternion.Y);
            double value2 = 1.0 - 2.0 * (quaternion.Y * quaternion.Y + quaternion.Z * quaternion.Z);

            double yaw = Math.Atan2(value1, value2);

            return yaw * (180.0 / Math.PI);
        }
    }
}

Then, in your main C# file, import the following namespace:

using LightBuzz.Vitruvius;

And, finally, specify the joint you would like to measure the orientation for and call the Roll, Pitch, and Yaw methods:

var orientation = body.JointOrientations[JointType.ElbowLeft].Orientation;

var rotationX = orientation.Pitch();
var rotationY = orientation.Yaw();
var rotationZ = orientation.Roll();

Download the code on GitHub

 

Supported joints

Measuring the rotation of the human body joints is not a trivial job. Unfortunately, Kinect does not provide us with Orientation values for the Head, Hands, and Feet. These joints do not have a “parent” joint, so it’s extremely difficult to accurately measure their orientation. The orientation accuracy regarding the rest of the joints is pretty good. The supported joints are the following:

• Neck
• SpineShoulder
• SpineBase
• ShoulderLeft/ShoulderRight
• ElbowLeft/ElbowRight
• WristLeft/WristRight
• HipLeft/HipRight
• KneeLeft/KneeRight

The method described in this post will help you in most use-case scenarios, such as simple games. In case you would like to have increased accuracy (e.g. healthcare apps), you’ll need to use more complex algorithms, which involve a lot of custom coding. LightBuzz has a lot of experience with this kind of algorithms and could help you with your project.

Summary

In this blog post, you’ve learnt how to easily measure the rotation of the human body joints around the X, Y, and Z axis. ‘Til the next time, keep Kinecting!

Download Vitruvius now