private void ReadingLoop_CaptureReady(object sender, CaptureReadyEventArgs e)
{
using (var colorImage = e.Capture.ColorImage)
{
var was = colorImageVisualizer?.Update(colorImage);
UpdateFpsIfNeeded(was, colorFps, nameof(ColorFps));
}
using (var depthImage = e.Capture.DepthImage)
{
var was = depthImageVisualizer?.Update(depthImage);
UpdateFpsIfNeeded(was, depthFps, nameof(DepthFps));
if (depthImage != null && transformation != null && depthOverColorImage != null && depthOverColorImageVisualizer != null)
{
// Object can be disposed from different thread
// As a result depthOverColorImage may be disposed while we're working with it
// To protect from such scenario, keep reference to it
using (var depthOverColorImageRef = depthOverColorImage.DuplicateReference())
{
transformation.DepthImageToColorCamera(depthImage, depthOverColorImageRef);
depthOverColorImageVisualizer?.Update(depthOverColorImageRef);
}
}
}
using (var irImage = e.Capture.IRImage)
{
var was = irImageVisualizer?.Update(irImage);
UpdateFpsIfNeeded(was, irFps, nameof(IRFps));
}
}
public void ProcessCameraFrame()
{
if (_IsCameraStarted)
{
Capture capture = _KinectSensor.GetCapture();
if (capture.Color != null)
{
_RawColorImage = capture.Color.Memory.ToArray();
_TransformedColorImage = _Transformation.ColorImageToDepthCamera(capture).Memory.ToArray();
}
if (capture.Depth != null)
{
Image depthImage = capture.Depth;
Image transformedDepthImage = _Transformation.DepthImageToColorCamera(capture);
_RawDepthImage = depthImage.GetPixels <short>().ToArray();
_TransformedDepthImage = transformedDepthImage.GetPixels <short>().ToArray();
_PointCloud = _Transformation.DepthImageToPointCloud(depthImage)
.GetPixels <Short3>().ToArray();
}
_ImuSample = _KinectSensor.GetImuSample();
capture.Dispose();
}
}
private async Task KinectLoop()
{
while (true)
{
using (Capture capture = await Task.Run(() => kinect.GetCapture()).ConfigureAwait(true)) {
//Getting depth and color information
Image depthImage = transformation.DepthImageToColorCamera(capture.Depth);
Image colorImage = capture.Color;
BGRA[] colorArray = colorImage.GetPixels <BGRA>().ToArray();
Image xyzImage = transformation.DepthImageToPointCloud(capture.Depth);
Short3[] xyzArray = xyzImage.GetPixels <Short3>().ToArray();
for (int i = 0; i < num; i++)
{
vertices[i].x = xyzArray[i].X * 0.001f;
vertices[i].y = -xyzArray[i].Y * 0.001f;//reverse
vertices[i].z = xyzArray[i].Z * 0.001f;
float norm = xyzArray[i].Z * 0.001f / 10.0f;
byte depth = 0;
if (norm >= foregroundBoundry && norm <= backgroundBoundry)
{
depth = (byte)(255 - (norm * 255));
}
depthValues[i].g = depth;
depthValues[i].r = depth;
depthValues[i].b = depth;
depthValues[i].a = 255;
colors[i].b = colorArray[i].B;
colors[i].g = colorArray[i].G;
colors[i].r = colorArray[i].R;
colors[i].a = 255;
}
//set pixels for textures ans apply changes
depthTexture.SetPixels32(depthValues);
depthTexture.Apply(true, false);
colorTexture.SetPixels32(colors);
colorTexture.Apply(true, false);
// set main textures of materials
depthMat.mainTexture = depthTexture;
colorMat.mainTexture = colorTexture;
//mesh.vertices = vertices;
//mesh.colors32 = colors;
//mesh.RecalculateBounds();
}
}
}
private async Task CameraLoop(Device device)
{
while (running)
{
if (collectCameraData)
{
using (Capture capture = await Task.Run(() => device.GetCapture()).ConfigureAwait(true))
{
switch (transformationMode)
{
case TransformationMode.ColorToDepth:
finalColor = transformation.ColorImageToDepthCamera(capture);
finalDepth = capture.Depth;
break;
case TransformationMode.DepthToColor:
finalColor = capture.Color;
finalDepth = transformation.DepthImageToColorCamera(capture);
break;
case TransformationMode.None:
finalColor = capture.Color;
finalDepth = capture.Depth;
break;
}
processor.matrixSize = new Vector3Int((int)(finalColor.WidthPixels * volumeScale.x), (int)(finalColor.HeightPixels * volumeScale.y), (int)((depthRanges[(int)device.CurrentDepthMode].y - depthRanges[(int)device.CurrentDepthMode].x) / 11 * volumeScale.z));
if (processor.colorTexture == null)
{
processor.colorTexture = new Texture2D(finalColor.WidthPixels, finalColor.HeightPixels, TextureFormat.BGRA32, false);
colorData = new byte[finalColor.Memory.Length];
}
if (processor.depthTexture == null)
{
processor.depthTexture = new Texture2D(finalDepth.WidthPixels, finalDepth.HeightPixels, TextureFormat.R16, false);
processor.oldDepthTexture = new Texture2D(finalDepth.WidthPixels, finalDepth.HeightPixels, TextureFormat.R16, false);
depthData = new byte[finalDepth.Memory.Length];
}
colorData = finalColor.Memory.ToArray();
processor.colorTexture.LoadRawTextureData(colorData);
processor.colorTexture.Apply();
depthData = finalDepth.Memory.ToArray();
processor.depthTexture.LoadRawTextureData(depthData);
processor.depthTexture.Apply();
processor.ProcessKinectData();
Graphics.CopyTexture(processor.depthTexture, processor.oldDepthTexture);
}
}
else
{
await Task.Run(() => { });
}
}
}
private async Task CameraLoop(Device device)
{
Material matt = mesh.material;
while (running)
{
if (collectCameraData)
{
using (Capture capture = await Task.Run(() => device.GetCapture()).ConfigureAwait(true))
{
switch (transformationMode)
{
case TransformationMode.ColorToDepth:
finalColor = transformation.ColorImageToDepthCamera(capture);
finalDepth = capture.Depth;
break;
case TransformationMode.DepthToColor:
finalColor = capture.Color;
finalDepth = transformation.DepthImageToColorCamera(capture);
break;
case TransformationMode.None:
finalColor = capture.Color;
finalDepth = capture.Depth;
break;
}
if (depthTexture == null)
{
depthTexture = new Texture2D(finalDepth.WidthPixels, finalDepth.HeightPixels, TextureFormat.R16, false);
depthData = new byte[finalDepth.Memory.Length];
print("Made Depth Texture");
}
depthData = finalDepth.Memory.ToArray();
depthTexture.LoadRawTextureData(depthData);
depthTexture.Apply();
matt.SetTexture("_MainTex", depthTexture);
}
}
else
{
await Task.Run(() => { });
}
}
}
void BuildDepthImageSource(Capture capture)
{
if (capture.Color == null || capture.Depth == null)
{
return;
}
transformedDepth = new Image(ImageFormat.Depth16, colourWidth, colourHeight, colourWidth * sizeof(ushort));
transformation.DepthImageToColorCamera(capture, transformedDepth);
depthPixels = transformedDepth.GetPixels <ushort>().ToArray();
//depthPixels = capture.CreateDepthImage(transformation);
depthWidth = transformedDepth.WidthPixels;
depthHeight = transformedDepth.HeightPixels;
transformedDepth.Dispose();
}
private unsafe void Capture()
{
Capture capture = _device.GetCapture();
_depthTransformer.DepthImageToColorCamera(capture, _transformedDepth);
var colorPin = capture.Color.Memory.Pin();
var depthPin = _transformedDepth.Memory.Pin();
var colorInput = NativeArrayUnsafeUtility.ConvertExistingDataToNativeArray <BGRA>(colorPin.Pointer, _colorDims.x * _colorDims.y, Allocator.None);
var depthInput = NativeArrayUnsafeUtility.ConvertExistingDataToNativeArray <ushort>(depthPin.Pointer, _colorDims.x * _colorDims.y, Allocator.None);
#if ENABLE_UNITY_COLLECTIONS_CHECKS
var colorSafetyHandle = AtomicSafetyHandle.Create();
var depthSafetyHandle = AtomicSafetyHandle.Create();
NativeArrayUnsafeUtility.SetAtomicSafetyHandle(ref colorInput, colorSafetyHandle);
NativeArrayUnsafeUtility.SetAtomicSafetyHandle(ref depthInput, depthSafetyHandle);
#endif
var colorOutput = _colorTex.GetRawTextureData <Color32>();
var depthOutput = _depthTex.GetRawTextureData <ushort>();
var job = new ConvertColorDataJob
{
dims = _colorDims,
colorIn = colorInput,
depthIn = depthInput,
depthOut = depthOutput,
colorOut = colorOutput
};
job.Schedule(colorInput.Length, 64).Complete();
_colorTex.Apply(true);
_depthTex.Apply(true);
#if ENABLE_UNITY_COLLECTIONS_CHECKS
AtomicSafetyHandle.Release(colorSafetyHandle);
AtomicSafetyHandle.Release(depthSafetyHandle);
#endif
colorPin.Dispose();
depthPin.Dispose();
}
public static Color[] CreateDepthImage(this Capture capture, Transformation transformation)
{
Image img = capture.Color;
int colourWidth = img.WidthPixels;
int colourHeight = img.HeightPixels;
using (Image transformedDepth = new Image(ImageFormat.Depth16, colourWidth, colourHeight, colourWidth * sizeof(ushort)))
{
// Transform the depth image to the colour capera perspective.
transformation.DepthImageToColorCamera(capture, transformedDepth);
// Get the transformed pixels (colour camera perspective but depth pixels).
Span <ushort> depthBuffer = transformedDepth.GetPixels <ushort>().Span;
Color[] depthPixels = img.CreateColourMap();
// Create a new image with data from the depth and colour image.
for (int i = 0; i < depthPixels.Length; i++)
{
// We'll use the colour image if the depth is less than 1 metre.
var depth = depthBuffer[i];
if (depth == 0 || depth >= 2000) // No depth image.
{
depthPixels[i].r = 0;
depthPixels[i].g = 0;
depthPixels[i].b = 0;
}
depthPixels[i].r = GetDepthColor(depth, RED_MAX_VALUE_LOWER, RED_MAX_VALUE_UPPER);
depthPixels[i].b = GetDepthColor(depth, Blue_MAX_VALUE, Blue_MAX_VALUE);
depthPixels[i].g = GetDepthColor(depth, GREEN_MAX_VALUE_LOWER, GREEN_MAX_VALUE_UPPER);
}
return(depthPixels);
}
public Image ToColor(Image depthMap, Image bodyIndexMap, int bodyCount)
{
if (bodyIndexMap == null || depthMap == null)
{
return(null);
}
// Object can be disposed from different thread, thus it is worth to keep references to images while we're working with their buffers
using (var maskedDepthMapRef = maskedDepthMap.DuplicateReference())
using (var transformedMaskedDepthMapRef = transformedMaskedDepthMap.DuplicateReference())
using (var transformedBodyIndexMapRef = transformedBodyIndexMap.DuplicateReference())
{
ClearTransformedBodyIndex(transformedBodyIndexMapRef);
for (var bodyIndex = 0; bodyIndex < bodyCount; bodyIndex++)
{
ApplyBodyMask(depthMap, bodyIndexMap, bodyIndex, maskedDepthMapRef);
transformation.DepthImageToColorCamera(maskedDepthMapRef, transformedMaskedDepthMapRef);
FillBodyIndexMapFromMaskedDepth(transformedMaskedDepthMapRef, bodyIndex, transformedBodyIndexMapRef);
}
return(transformedBodyIndexMapRef.DuplicateReference());
}
}
private async void Window_Loaded(object sender, RoutedEventArgs e)
{
using (Device device = Device.Open(0))
{
device.StartCameras(new DeviceConfiguration
{
ColorFormat = ImageFormat.ColorBGRA32,
ColorResolution = ColorResolution.R1440p,
DepthMode = DepthMode.WFOV_2x2Binned,
SynchronizedImagesOnly = true,
CameraFPS = FPS.FPS30,
});
int colorWidth = device.GetCalibration().ColorCameraCalibration.ResolutionWidth;
int colorHeight = device.GetCalibration().ColorCameraCalibration.ResolutionHeight;
Stopwatch sw = new Stopwatch();
int frameCount = 0;
sw.Start();
// Allocate image buffers for us to manipulate
using (Image transformedDepth = new Image(ImageFormat.Depth16, colorWidth, colorHeight))
using (Image outputColorImage = new Image(ImageFormat.ColorBGRA32, colorWidth, colorHeight))
using (Transformation transform = device.GetCalibration().CreateTransformation())
{
while (this.running)
{
if (!Environment.Is64BitProcess)
{
// In 32-bit the BitmapSource memory runs out quickly and we can hit OutOfMemoryException.
// Force garbage collection in each loop iteration to keep memory in check.
GC.Collect();
}
// Wait for a capture on a thread pool thread
using (Capture capture = await Task.Run(() => { return(device.GetCapture()); }).ConfigureAwait(true))
{
// Create a BitmapSource for the unmodified color image.
// Creating the BitmapSource is slow, so do it asynchronously on another thread
Task <BitmapSource> createInputColorBitmapTask = Task.Run(() =>
{
BitmapSource source = capture.Color.CreateBitmapSource();
// Allow the bitmap to move threads
source.Freeze();
return(source);
});
// Compute the colorized output bitmap on a thread pool thread
Task <BitmapSource> createOutputColorBitmapTask = Task.Run(() =>
{
// Transform the depth image to the perspective of the color camera
transform.DepthImageToColorCamera(capture, transformedDepth);
// Get Span<T> references to the pixel buffers for fast pixel access.
Span <ushort> depthBuffer = transformedDepth.GetPixels <ushort>().Span;
Span <BGRA> colorBuffer = capture.Color.GetPixels <BGRA>().Span;
Span <BGRA> outputColorBuffer = outputColorImage.GetPixels <BGRA>().Span;
// Create an output color image with data from the depth image
for (int i = 0; i < colorBuffer.Length; i++)
{
// The output image will be the same as the input color image,
// but colorized with Red where there is no depth data, and Green
// where there is depth data at more than 1.5 meters
outputColorBuffer[i] = colorBuffer[i];
if (depthBuffer[i] == 0)
{
outputColorBuffer[i].R = 255;
}
else if (depthBuffer[i] > 1500)
{
outputColorBuffer[i].G = 255;
}
}
BitmapSource source = outputColorImage.CreateBitmapSource();
// Allow the bitmap to move threads
source.Freeze();
return(source);
});
// Wait for both bitmaps to be ready and assign them.
BitmapSource inputColorBitmap = await createInputColorBitmapTask.ConfigureAwait(true);
BitmapSource outputColorBitmap = await createOutputColorBitmapTask.ConfigureAwait(true);
this.inputColorImageViewPane.Source = inputColorBitmap;
this.outputColorImageViewPane.Source = outputColorBitmap;
++frameCount;
if (sw.Elapsed > TimeSpan.FromSeconds(2))
{
double framesPerSecond = (double)frameCount / sw.Elapsed.TotalSeconds;
this.fps.Content = $"{framesPerSecond:F2} FPS";
frameCount = 0;
sw.Restart();
}
}
}
}
}
}
private unsafe void Capture()
{
Capture capture = _device.GetCapture();
// _tracker.EnqueueCapture(capture);
// // Todo: oh my god thread this
// Frame frame = _tracker.PopResult(); // System.TimeSpan.FromMilliseconds(4d)
// if (frame == null) {
// Debug.LogWarningFormat("Unable to get BodyTracking frame");
// return;
// }
// _numBodies = frame.NumberOfBodies;
var palette = new NativeArray <Color32>(3, Allocator.TempJob);
palette[0] = new Color32(255, 0, 0, 255);
palette[1] = new Color32(0, 255, 0, 255);
palette[2] = new Color32(0, 0, 255, 255);
// if (_numBodies > 0) {
// uint bodyId = frame.GetBodyId(0);
// _skeleton = frame.GetBodySkeleton(0);
// }
// _depthTransformer.DepthImageToColorCameraCustom(
// capture.Depth,
// frame.BodyIndexMap,
// _transformedDepth,
// _transformedSegment);
_depthTransformer.DepthImageToColorCamera(
capture.Depth,
_transformedDepth);
var colorPin = capture.Color.Memory.Pin();
var depthPin = _transformedDepth.Memory.Pin();
var bodyMapPin = _transformedSegment.Memory.Pin();
var colorInput = NativeArrayUnsafeUtility.ConvertExistingDataToNativeArray <BGRA>(colorPin.Pointer, _colorDims.x * _colorDims.y, Allocator.None);
var depthInput = NativeArrayUnsafeUtility.ConvertExistingDataToNativeArray <System.UInt16>(depthPin.Pointer, _colorDims.x * _colorDims.y, Allocator.None);
var bodyMapInput = NativeArrayUnsafeUtility.ConvertExistingDataToNativeArray <byte>(bodyMapPin.Pointer, _colorDims.x * _colorDims.y, Allocator.None);
#if ENABLE_UNITY_COLLECTIONS_CHECKS
var colorSafetyHandle = AtomicSafetyHandle.Create();
var depthSafetyHandle = AtomicSafetyHandle.Create();
var bodyMapSafetyHandle = AtomicSafetyHandle.Create();
NativeArrayUnsafeUtility.SetAtomicSafetyHandle(ref bodyMapInput, bodyMapSafetyHandle);
NativeArrayUnsafeUtility.SetAtomicSafetyHandle(ref depthInput, depthSafetyHandle);
NativeArrayUnsafeUtility.SetAtomicSafetyHandle(ref colorInput, colorSafetyHandle);
#endif
var colorOutput = _colorTex.GetRawTextureData <Color32>();
var segmentOutput = _segmentTex.GetRawTextureData <Color32>();
var job = new ConvertSegmentMapToColorPreviewJob
{
dims = _colorDims,
backgroundIndex = Frame.BodyIndexMapBackground,
bodyPalette = palette,
depthIn = depthInput,
colorIn = colorInput,
segmentIn = bodyMapInput,
depthOut = _depth,
segmentOut = segmentOutput,
colorOut = colorOutput
};
job.Schedule().Complete();
_depth.CopyTo(_depthTex.GetRawTextureData <float>());
_depthTex.Apply(true);
_segmentTex.Apply(true);
_colorTex.Apply(true);
#if ENABLE_UNITY_COLLECTIONS_CHECKS
AtomicSafetyHandle.Release(depthSafetyHandle);
AtomicSafetyHandle.Release(bodyMapSafetyHandle);
AtomicSafetyHandle.Release(colorSafetyHandle);
#endif
depthPin.Dispose();
colorPin.Dispose();
bodyMapPin.Dispose();
// frame.Dispose();
palette.Dispose();
}
//Show initial image
private async Task <BitmapSource> ShowInitImage(Capture capture, Transformation transform)
{
BitmapSource initImageBitmap = null;
// Create a BitmapSource for the unmodified color image.
// Creating the BitmapSource is slow, so do it asynchronously on another thread
Task <BitmapSource> createColorBitmapTask = new Task <BitmapSource>(() =>
{
BitmapSource source = capture.Color.CreateBitmapSource();
// Allow the bitmap to move threads
source.Freeze();
return(source);
});
// Compute the colorized output bitmap on a thread pool thread
Task <BitmapSource> createDepthBitmapTask = new Task <BitmapSource>(() =>
{
int colorWidth = this.KinectDevice.GetCalibration().ColorCameraCalibration.ResolutionWidth;
int colorHeight = this.KinectDevice.GetCalibration().ColorCameraCalibration.ResolutionHeight;
// Allocate image buffers for us to manipulate
var transformedDepth = new Microsoft.Azure.Kinect.Sensor.Image(ImageFormat.Depth16, colorWidth, colorHeight);
var outputColorImage = new Microsoft.Azure.Kinect.Sensor.Image(ImageFormat.ColorBGRA32, colorWidth, colorHeight);
// Transform the depth image to the perspective of the color camera
transform.DepthImageToColorCamera(capture, transformedDepth);
// Get Span<T> references to the pixel buffers for fast pixel access.
Span <ushort> depthBuffer = transformedDepth.GetPixels <ushort>().Span;
Span <BGRA> colorBuffer = capture.Color.GetPixels <BGRA>().Span;
Span <BGRA> outputColorBuffer = outputColorImage.GetPixels <BGRA>().Span;
// Create an output color image with data from the depth image
for (int i = 0; i < colorBuffer.Length; i++)
{
// The output image will be the same as the input color image,
// but colorized with Red where there is no depth data, and Green
// where there is depth data at more than 1.5 meters
outputColorBuffer[i] = colorBuffer[i];
if (depthBuffer[i] == 0)
{
outputColorBuffer[i].R = 255;
}
else if (depthBuffer[i] > 1500)
{
outputColorBuffer[i].G = 255;
}
}
BitmapSource source = outputColorImage.CreateBitmapSource();
// Allow the bitmap to move threads
source.Freeze();
return(source);
});
if (this.sysState.DeviceDepthMode)
{
createDepthBitmapTask.Start();
initImageBitmap = await createDepthBitmapTask.ConfigureAwait(false);
}
else
{
createColorBitmapTask.Start();
initImageBitmap = await createColorBitmapTask.ConfigureAwait(false);
}
return(initImageBitmap);
}
private async Task CameraLoop(Device device)
{
Material matt = mesh.material;
while (running)
{
if (collectCameraData)
{
using (Capture capture = await Task.Run(() => device.GetCapture()).ConfigureAwait(true))
{
switch (kinectSettings.transformationMode)
{
case TransformationMode.ColorToDepth:
finalColor = transformation.ColorImageToDepthCamera(capture);
finalDepth = capture.Depth;
break;
case TransformationMode.DepthToColor:
finalColor = capture.Color;
finalDepth = transformation.DepthImageToColorCamera(capture);
break;
case TransformationMode.None:
finalColor = capture.Color;
finalDepth = capture.Depth;
break;
}
if (volumeBuffer == null)
{
matrixSize = new Vector3Int((int)(finalColor.WidthPixels * kinectSettings.volumeScale.x), (int)(finalColor.HeightPixels * kinectSettings.volumeScale.y), (int)((KinectUtilities.depthRanges[(int)device.CurrentDepthMode].y - KinectUtilities.depthRanges[(int)device.CurrentDepthMode].x) / 11 * kinectSettings.volumeScale.z));
volumeBuffer = new ComputeBuffer(matrixSize.x * matrixSize.y * matrixSize.z, 4 * sizeof(float), ComputeBufferType.Default);
//print("Made Volume Buffer || Matrix Size: " + matrixSize);
extractedVolumeBuffer = new float[matrixSize.x * matrixSize.y * matrixSize.z * 4];
extractedVolumeBytes = new byte[matrixSize.x * matrixSize.y * matrixSize.z * 4 * 4];
}
if (colorTexture == null)
{
colorTexture = new Texture2D(finalColor.WidthPixels, finalColor.HeightPixels, TextureFormat.BGRA32, false);
colorData = new byte[finalColor.Memory.Length];
//print("Made Color Texture");
}
if (depthTexture == null)
{
depthTexture = new Texture2D(finalDepth.WidthPixels, finalDepth.HeightPixels, TextureFormat.R16, false);
oldDepthTexture = new Texture2D(finalDepth.WidthPixels, finalDepth.HeightPixels, TextureFormat.R16, false);
depthData = new byte[finalDepth.Memory.Length];
//print("Made Depth Texture");
}
colorData = finalColor.Memory.ToArray();
colorTexture.LoadRawTextureData(colorData);
colorTexture.Apply();
depthData = finalDepth.Memory.ToArray();
depthTexture.LoadRawTextureData(depthData);
depthTexture.Apply();
configureComputeShader();
kinectProcessingShader.Dispatch(computeShaderKernelIndex, matrixSize.x / 16, matrixSize.y / 16, 1);
// Get the volume buffer data as a byte array
volumeBuffer.GetData(extractedVolumeBytes);
// TODO: Test which is faster, or if a dedicated thread would be best
//Option 1: Use the UserWorkItem Threadpool to manage thread for me
ThreadPool.QueueUserWorkItem((state) => Postprocess((Byte[])state), extractedVolumeBytes);
//Option 2: Spawn a thread for each frame
//new Thread(() => Postprocess(extractedVolumeBytes)).Start();
if (compressedBytes == 0)
{
byte[] compressedArray = CompressData(extractedVolumeBytes);
compressedBytes = compressedArray.Length;
maxRecordingSeconds = (maxFileSizeMb * 1000 * 1000) / (compressedBytes * KinectUtilities.FPStoInt(kinectSettings.fps));
}
matt.SetBuffer("colors", volumeBuffer);
matt.SetInt("_MatrixX", matrixSize.x);
matt.SetInt("_MatrixY", matrixSize.y);
matt.SetInt("_MatrixZ", matrixSize.z);
Graphics.CopyTexture(depthTexture, oldDepthTexture);
}
}
else
{
await Task.Run(() => { });
}
}
}
private async Task CameraLoop(Device device)
{
Material matt = mesh.material;
while (running)
{
if (collectCameraData)
{
using (Capture capture = await Task.Run(() => device.GetCapture()).ConfigureAwait(true))
{
switch (transformationMode)
{
case TransformationMode.ColorToDepth:
finalColor = transformation.ColorImageToDepthCamera(capture);
finalDepth = capture.Depth;
break;
case TransformationMode.DepthToColor:
finalColor = capture.Color;
finalDepth = transformation.DepthImageToColorCamera(capture);
break;
case TransformationMode.None:
finalColor = capture.Color;
finalDepth = capture.Depth;
break;
}
if (volumeBuffer == null)
{
matrixSize = new Vector3Int((int)(finalColor.WidthPixels * volumeScale.x), (int)(finalColor.HeightPixels * volumeScale.y), (int)((depthRanges[(int)device.CurrentDepthMode].y - depthRanges[(int)device.CurrentDepthMode].x) / 11 * volumeScale.z));
volumeBuffer = new ComputeBuffer(matrixSize.x * matrixSize.y * matrixSize.z, 4 * sizeof(float), ComputeBufferType.Default);
}
if (colorTexture == null)
{
colorTexture = new Texture2D(finalColor.WidthPixels, finalColor.HeightPixels, TextureFormat.BGRA32, false);
colorData = new byte[finalColor.Memory.Length];
}
if (depthTexture == null)
{
depthTexture = new Texture2D(finalDepth.WidthPixels, finalDepth.HeightPixels, TextureFormat.R16, false);
oldDepthTexture = new Texture2D(finalDepth.WidthPixels, finalDepth.HeightPixels, TextureFormat.R16, false);
depthData = new byte[finalDepth.Memory.Length];
}
colorData = finalColor.Memory.ToArray();
colorTexture.LoadRawTextureData(colorData);
colorTexture.Apply();
depthData = finalDepth.Memory.ToArray();
depthTexture.LoadRawTextureData(depthData);
depthTexture.Apply();
// Apply Buffer Updates
int kernelIndex = shader.FindKernel("ToBuffer");
shader.SetInt("_MatrixX", matrixSize.x);
shader.SetInt("_MatrixY", matrixSize.y);
shader.SetInt("_MatrixZ", matrixSize.z);
shader.SetTexture(kernelIndex, "ColorTex", colorTexture);
shader.SetTexture(kernelIndex, "DepthTex", depthTexture);
shader.SetTexture(kernelIndex, "oldDepthTexture", oldDepthTexture);
shader.SetBuffer(kernelIndex, "ResultBuffer", volumeBuffer);
shader.SetInt("minDepth", minDepthMM);
shader.SetInt("maxDepth", maxDepthMM);
shader.Dispatch(kernelIndex, matrixSize.x / 8, matrixSize.y / 8, matrixSize.z / 8);
matt.SetBuffer("colors", volumeBuffer);
matt.SetInt("_MatrixX", matrixSize.x);
matt.SetInt("_MatrixY", matrixSize.y);
matt.SetInt("_MatrixZ", matrixSize.z);
Graphics.CopyTexture(depthTexture, oldDepthTexture);
}
}
else
{
await Task.Run(() => { });
}
}
}
/// <summary>
/// This will capture a Depth enabled Color Image and save it as <see cref="Bitmap"/>
/// Picture will be colorized with Red where there is no depth data, and Green
/// where there is depth data at more than 1.5 meters
/// </summary>
/// <param name="kinectSensor">The initialized Kinect Sensor object</param>
/// <returns>Returns the Picture from the Color Camera as <see cref="Bitmap"/></returns>
public static async Task <Bitmap> CreateDepthColorBitmapAsync(this Device kinectSensor)
{
try
{
//Declare calibration settings
int colorWidth;
int colorHeight;
//Check for initialized Camera
try
{
colorWidth = kinectSensor.GetCalibration().ColorCameraCalibration.ResolutionWidth;
colorHeight = kinectSensor.GetCalibration().ColorCameraCalibration.ResolutionHeight;
}
catch (Exception e)
{
//Camera not initialized
throw new CameraNotInitializedException("The Camera was not initialized correctly.", e);
}
// Configure transformation module in order to transform depth enabled picture as bitmap
using (Microsoft.Azure.Kinect.Sensor.Image transformedDepth = new Microsoft.Azure.Kinect.Sensor.Image(ImageFormat.Depth16, colorWidth, colorHeight))
using (Microsoft.Azure.Kinect.Sensor.Image outputColorImage = new Microsoft.Azure.Kinect.Sensor.Image(ImageFormat.ColorBGRA32, colorWidth, colorHeight))
using (Transformation transform = kinectSensor.GetCalibration().CreateTransformation())
{
// Wait for a capture on a thread pool thread
using (Capture capture = await Task.Run(() => { return(kinectSensor.GetCapture()); }).ConfigureAwait(true))
{
// Compute the colorized output bitmap on a thread pool thread
Task <System.Drawing.Bitmap> createDepthColorBitmapTask = Task.Run(() =>
{
// Transform the depth image to the perspective of the color camera
transform.DepthImageToColorCamera(capture, transformedDepth);
// Get Span<T> references to the pixel buffers for fast pixel access.
Span <ushort> depthBuffer = transformedDepth.GetPixels <ushort>().Span;
Span <BGRA> colorBuffer = capture.Color.GetPixels <BGRA>().Span;
Span <BGRA> outputColorBuffer = outputColorImage.GetPixels <BGRA>().Span;
// Create an output color image with data from the depth image
for (int i = 0; i < colorBuffer.Length; i++)
{
// The output image will be the same as the input color image,
// but colorized with Red where there is no depth data, and Green
// where there is depth data at more than 1.5 meters
outputColorBuffer[i] = colorBuffer[i];
if (depthBuffer[i] == 0)
{
outputColorBuffer[i].R = 255;
}
else if (depthBuffer[i] > 1500)
{
outputColorBuffer[i].G = 255;
}
}
return(outputColorImage.CreateBitmap());
});
// Wait for bitmap and return
var depthColorBitmap = await createDepthColorBitmapTask.ConfigureAwait(true);
return(depthColorBitmap);
}
}
}
catch (Exception e)
{
throw e;
}
}
private async Task CameraLoop(Device device)
{
Material matt = mesh.material;
while (running)
{
if (collectCameraData)
{
using (Capture capture = await Task.Run(() => device.GetCapture()).ConfigureAwait(true))
{
switch (transformationMode)
{
case TransformationMode.ColorToDepth:
finalColor = transformation.ColorImageToDepthCamera(capture);
finalDepth = capture.Depth;
break;
case TransformationMode.DepthToColor:
finalColor = capture.Color;
finalDepth = transformation.DepthImageToColorCamera(capture);
break;
case TransformationMode.None:
finalColor = capture.Color;
finalDepth = capture.Depth;
break;
}
if (volumeTexture == null)
{
matrixSize = new Vector3Int((int)(finalColor.WidthPixels * volumeScale.x), (int)(finalColor.HeightPixels * volumeScale.y), (int)((depthRanges[(int)device.CurrentDepthMode].y - depthRanges[(int)device.CurrentDepthMode].x) / 11 * volumeScale.z));
volumeTexture = new RenderTexture(matrixSize.x, matrixSize.y, 0, RenderTextureFormat.ARGB32);
volumeTexture.enableRandomWrite = true;
volumeTexture.dimension = UnityEngine.Rendering.TextureDimension.Tex3D;
volumeTexture.volumeDepth = matrixSize.z;
volumeTexture.Create();
}
if (colorTexture == null)
{
colorTexture = new Texture2D(finalColor.WidthPixels, finalColor.HeightPixels, TextureFormat.BGRA32, false);
colorData = new byte[finalColor.Memory.Length];
}
if (depthTexture == null)
{
depthTexture = new Texture2D(finalDepth.WidthPixels, finalDepth.HeightPixels, TextureFormat.R16, false);
oldDepthTexture = new Texture2D(finalDepth.WidthPixels, finalDepth.HeightPixels, TextureFormat.R16, false);
depthData = new byte[finalDepth.Memory.Length];
}
colorData = finalColor.Memory.ToArray();
colorTexture.LoadRawTextureData(colorData);
colorTexture.Apply();
depthData = finalDepth.Memory.ToArray();
depthTexture.LoadRawTextureData(depthData);
depthTexture.Apply();
// Apply Texture Updates
int kernelIndex = shader.FindKernel("ToTexture");
shader.SetTexture(kernelIndex, "ColorTex", colorTexture);
shader.SetTexture(kernelIndex, "DepthTex", depthTexture);
shader.SetTexture(kernelIndex, "oldDepthTexture", oldDepthTexture);
shader.SetTexture(kernelIndex, "ResultTexture", volumeTexture);
shader.SetVector("_Size", new Vector4(matrixSize.x, matrixSize.y, matrixSize.z, 1));
shader.SetInt("minDepth", minDepthMM);
shader.SetInt("maxDepth", maxDepthMM);
shader.Dispatch(kernelIndex, matrixSize.x / 16, matrixSize.y / 16, 1);
matt.SetTexture("_Volume", volumeTexture);
Graphics.CopyTexture(depthTexture, oldDepthTexture);
}
}
else
{
await Task.Run(() => { });
}
}
}
// processes the camera frame
private void ProcessCameraFrame(KinectInterop.SensorData sensorData, Capture capture)
{
// check for color & depth sync
if (isSyncDepthAndColor && (capture.Color == null || capture.Depth == null))
{
return;
}
try
{
// color frame
if (capture.Color != null && rawColorImage != null)
{
if (kinectPlayback != null)
{
WaitForPlaybackTimestamp("color", capture.Color.DeviceTimestamp.Ticks);
}
lock (colorFrameLock)
{
capture.Color.CopyBytesTo(rawColorImage, 0, 0, rawColorImage.Length);
rawColorTimestamp = (ulong)capture.Color.DeviceTimestamp.Ticks;
colorFrameNumber = currentFrameNumber;
//Debug.Log("RawColorTimestamp: " + rawColorTimestamp);
}
}
// depth frame
if (capture.Depth != null && rawDepthImage != null)
{
if (kinectPlayback != null)
{
WaitForPlaybackTimestamp("depth", capture.Depth.DeviceTimestamp.Ticks);
}
lock (depthFrameLock)
{
capture.Depth.CopyTo(rawDepthImage, 0, 0, rawDepthImage.Length);
rawDepthTimestamp = (ulong)capture.Depth.DeviceTimestamp.Ticks;
depthFrameNumber = currentFrameNumber;
//Debug.Log("RawDepthTimestamp: " + rawDepthTimestamp);
}
}
// infrared frame
if (capture.IR != null && rawInfraredImage != null)
{
if (kinectPlayback != null)
{
WaitForPlaybackTimestamp("ir", capture.IR.DeviceTimestamp.Ticks);
}
lock (infraredFrameLock)
{
capture.IR.CopyTo(rawInfraredImage, 0, 0, rawInfraredImage.Length);
rawInfraredTimestamp = (ulong)capture.IR.DeviceTimestamp.Ticks;
infraredFrameNumber = currentFrameNumber;
//Debug.Log("RawInfraredTimestamp: " + rawInfraredTimestamp);
}
}
// transformation data frames
if ((depth2ColorDataFrame != null || color2DepthDataFrame != null) && capture.Color != null && capture.Depth != null)
{
if (coordMapperTransform == null)
{
coordMapperTransform = coordMapper.CreateTransformation();
}
if (depth2ColorDataFrame != null)
{
lock (depth2ColorFrameLock)
{
using (Image d2cColorData = coordMapperTransform.ColorImageToDepthCamera(capture))
{
d2cColorData.CopyTo <byte>(depth2ColorDataFrame, 0, 0, depth2ColorDataFrame.Length);
lastDepth2ColorFrameTime = (ulong)capture.Depth.DeviceTimestamp.Ticks;
}
}
}
if (color2DepthDataFrame != null)
{
lock (color2DepthFrameLock)
{
using (Image c2dDepthData = coordMapperTransform.DepthImageToColorCamera(capture))
{
c2dDepthData.CopyTo <ushort>(color2DepthDataFrame, 0, 0, color2DepthDataFrame.Length);
lastColor2DepthFrameTime = (ulong)capture.Color.DeviceTimestamp.Ticks;
}
}
}
}
}
catch (System.Exception ex)
{
Debug.LogException(ex);
}
}
private async void CameraImage()
{
try {
device = Device.Open();
DeviceConfiguration config = new DeviceConfiguration();
config.ColorFormat = ImageFormat.ColorBGRA32;
config.ColorResolution = ColorResolution.R1080p;
config.DepthMode = DepthMode.WFOV_2x2Binned;
config.SynchronizedImagesOnly = true;
config.CameraFPS = FPS.FPS30;
device.StartCameras(config);
int colorWidth = device.GetCalibration().ColorCameraCalibration.ResolutionWidth;
int colorHeight = device.GetCalibration().ColorCameraCalibration.ResolutionHeight;
using (Microsoft.Azure.Kinect.Sensor.Image transformedDepth = new Microsoft.Azure.Kinect.Sensor.Image(ImageFormat.Depth16, colorWidth, colorHeight))
using (Microsoft.Azure.Kinect.Sensor.Image outputColorImage = new Microsoft.Azure.Kinect.Sensor.Image(ImageFormat.ColorBGRA32, colorWidth, colorHeight))
using (Transformation transform = device.GetCalibration().CreateTransformation())
while (running)
{
using (Capture capture = await Task.Run(() => { return(this.device.GetCapture()); }).ConfigureAwait(true))
{
Task <BitmapSource> createInputColorBitmapTask = Task.Run(() =>
{
Microsoft.Azure.Kinect.Sensor.Image color = capture.Color;
BitmapSource source = BitmapSource.Create(color.WidthPixels, color.HeightPixels, 96, 96, PixelFormats.Bgra32, null, color.Memory.ToArray(), color.StrideBytes);
source.Freeze();
return(source);
});
Task <BitmapSource> createOutputColorBitmapTask = Task.Run(() =>
{
transform.DepthImageToColorCamera(capture, transformedDepth);
Span <ushort> depthBuffer = transformedDepth.GetPixels <ushort>().Span;
Span <BGRA> colorBuffer = capture.Color.GetPixels <BGRA>().Span;
Span <BGRA> outputColorBuffer = outputColorImage.GetPixels <BGRA>().Span;
for (int i = 0; i < colorBuffer.Length; i++)
{
outputColorBuffer[i] = colorBuffer[i];
if (depthBuffer[i] == 0)
{
outputColorBuffer[i].R = 200;
outputColorBuffer[i].G = 200;
outputColorBuffer[i].B = 200;
}
else if (depthBuffer[i] > 10 && depthBuffer[i] <= 500)
{
outputColorBuffer[i].R = 100;
outputColorBuffer[i].G = 100;
outputColorBuffer[i].B = 100;
}
else if (depthBuffer[i] > 500)
{
outputColorBuffer[i].R = 10;
outputColorBuffer[i].G = 10;
outputColorBuffer[i].B = 10;
}
}
BitmapSource source = BitmapSource.Create(outputColorImage.WidthPixels, outputColorImage.HeightPixels, 96, 96, PixelFormats.Bgra32, null, outputColorImage.Memory.ToArray(), outputColorImage.StrideBytes);
source.Freeze();
return(source);
});
BitmapSource inputColorBitmap = await createInputColorBitmapTask.ConfigureAwait(true);
BitmapSource outputColorBitmap = await createOutputColorBitmapTask.ConfigureAwait(true);
if (!depthmapActivated)
{
this.displayImg.Source = inputColorBitmap;
}
else
{
this.displayImg.Source = outputColorBitmap;
}
}
}
device.Dispose();
} catch (Exception ex)
{
Console.WriteLine(ex);
}
}