private static void StartFace()
{
pxcmStatus status = senseManager.EnableFace();
PXCMFaceModule faceModule = senseManager.QueryFace();
if (status != pxcmStatus.PXCM_STATUS_NO_ERROR || faceModule == null)
{
return;
}
PXCMFaceConfiguration faceConfig = faceModule.CreateActiveConfiguration();
if (faceConfig == null)
{
return;
}
faceConfig.SetTrackingMode(PXCMFaceConfiguration.TrackingModeType.FACE_MODE_COLOR_PLUS_DEPTH);
faceConfig.strategy = PXCMFaceConfiguration.TrackingStrategyType.STRATEGY_RIGHT_TO_LEFT;
PXCMFaceConfiguration.ExpressionsConfiguration econfiguration = faceConfig.QueryExpressions();
if (econfiguration == null)
{
return;
}
econfiguration.properties.maxTrackedFaces = 1;
econfiguration.EnableAllExpressions();
econfiguration.Enable();
faceConfig.ApplyChanges();
faceConfig.pose.isEnabled = true;
faceConfig.landmarks.isEnabled = true;
faceData = faceModule.CreateOutput();
}
private void startButton_Click(object sender, RoutedEventArgs e)
{
CurrentIpAdress = ipTextBox.Text;
currentPort = portTextBox.Text;
senseManager = PXCMSenseManager.CreateInstance();
senseManager.EnableStream(PXCMCapture.StreamType.STREAM_TYPE_COLOR, 640, 480, 60);
senseManager.EnableFace();
senseManager.Init();
faceModule = senseManager.QueryFace();
faceConfiguration = faceModule.CreateActiveConfiguration();
faceConfiguration.detection.isEnabled = true;
expressionConfiguration = faceConfiguration.QueryExpressions();
expressionConfiguration.Enable();
expressionConfiguration.EnableAllExpressions();
faceConfiguration.landmarks.isEnabled = true;
faceConfiguration.landmarks.numLandmarks = 78;
faceConfiguration.EnableAllAlerts();
faceConfiguration.ApplyChanges();
captureProcess = new Thread(new ThreadStart(CaptureProcess));
captureProcess.Start();
}
/// <summary>
/// Starts this instance.
/// </summary>
public void Start()
{
if (_sm != null)
{
throw new ResearchException("Camera is already started.");
}
_sm = PXCMSenseManager.CreateInstance();
// Configure face detection.
if (EnableFace)
{
_sm.EnableFace();
var faceModule = _sm.QueryFace();
using (PXCMFaceConfiguration faceConfig = faceModule.CreateActiveConfiguration())
{
faceConfig.EnableAllAlerts();
faceConfig.pose.isEnabled = true;
faceConfig.pose.maxTrackedFaces = 4;
if (EnableExpression)
{
PXCMFaceConfiguration.ExpressionsConfiguration expression = faceConfig.QueryExpressions();
expression.Enable();
expression.EnableAllExpressions();
faceConfig.ApplyChanges();
}
}
}
if (EnableEmotion)
{
// Configure emotion detection.
_sm.EnableEmotion();
}
if (EnableStreaming)
{
// Configure streaming.
_sm.EnableStream(PXCMCapture.StreamType.STREAM_TYPE_COLOR, 640, 480);
// _sm.EnableStream(PXCMCapture.StreamType.STREAM_TYPE_DEPTH, 640, 480);
// _sm.EnableStream(PXCMCapture.StreamType.STREAM_TYPE_IR, 640, 480);
}
// Event handler for data callbacks.
var handler = new PXCMSenseManager.Handler {
onModuleProcessedFrame = OnModuleProcessedFrame
};
_sm.Init(handler);
// GO.
Debug.WriteLine("{0} Starting streaming.", Time());
_sm.StreamFrames(false);
//Debug.WriteLine("{0} End streaming.", Time());
}
private void ConfigureRealSense()
{
PXCMFaceModule faceModule;
PXCMFaceConfiguration faceConfig;
// Start the SenseManager and session
senseManager = PXCMSenseManager.CreateInstance();
// Enable the color stream
senseManager.EnableStream(PXCMCapture.StreamType.STREAM_TYPE_COLOR, 640, 480, 30);
//senseManager.EnableStream(PXCMCapture.StreamType.STREAM_TYPE_COLOR, 550, 550, 30);
// Enable the face module
senseManager.EnableFace();
//senseManager.EnableHand();
faceModule = senseManager.QueryFace();
faceConfig = faceModule.CreateActiveConfiguration();
// Configure for 3D face tracking (if camera cannot support depth it will revert to 2D tracking)
faceConfig.SetTrackingMode(PXCMFaceConfiguration.TrackingModeType.FACE_MODE_COLOR_PLUS_DEPTH);
expressionConfiguration = faceConfig.QueryExpressions();
expressionConfiguration.Enable();
expressionConfiguration.EnableAllExpressions();
// Enable facial recognition
recognitionConfig = faceConfig.QueryRecognition();
recognitionConfig.Enable();
// Create a recognition database
PXCMFaceConfiguration.RecognitionConfiguration.RecognitionStorageDesc recognitionDesc = new PXCMFaceConfiguration.RecognitionConfiguration.RecognitionStorageDesc();
recognitionDesc.maxUsers = DatabaseUsers;
recognitionConfig.CreateStorage(DatabaseName, out recognitionDesc);
recognitionConfig.UseStorage(DatabaseName);
LoadDatabaseFromFile();
recognitionConfig.SetRegistrationMode(PXCMFaceConfiguration.RecognitionConfiguration.RecognitionRegistrationMode.REGISTRATION_MODE_CONTINUOUS);
// Apply changes and initialize
faceConfig.ApplyChanges();
senseManager.Init();
faceData = faceModule.CreateOutput();
// Mirror image
senseManager.QueryCaptureManager().QueryDevice().SetMirrorMode(PXCMCapture.Device.MirrorMode.MIRROR_MODE_HORIZONTAL);
// Release resources
faceConfig.Dispose();
faceModule.Dispose();
}
public override void Init(PXCMSenseManager sManager)
{
this.senseManager = sManager;
hand = senseManager.QueryHand();
face = senseManager.QueryFace();
handConfig = hand.CreateActiveConfiguration();
handConfig.EnableGesture("wave");
handConfig.EnableAllAlerts();
handConfig.ApplyChanges();
faceConfic = face.CreateActiveConfiguration();
faceConfic.QueryExpressions();
faceConfic.EnableAllAlerts();
faceConfic.ApplyChanges();
PXCMFaceConfiguration.ExpressionsConfiguration expc = faceConfic.QueryExpressions();
expc.Enable();
expc.EnableAllExpressions();
faceConfic.ApplyChanges();
Console.WriteLine("init smile done");
}
public Model()
{
width = 640;
height = 480;
framerate = 30;
senseManager = PXCMSenseManager.CreateInstance();
senseManager.EnableStream(PXCMCapture.StreamType.STREAM_TYPE_COLOR, width, height, framerate);
// Enable Face detection
senseManager.EnableFace();
senseManager.EnableHand();
senseManager.Init();
face = senseManager.QueryFace();
faceConfig = face.CreateActiveConfiguration();
faceConfig.SetTrackingMode(PXCMFaceConfiguration.TrackingModeType.FACE_MODE_COLOR);
faceConfig.detection.isEnabled = true;
faceConfig.QueryExpressions();
PXCMFaceConfiguration.ExpressionsConfiguration expc = faceConfig.QueryExpressions();
expc.Enable();
expc.EnableAllExpressions();
faceConfig.ApplyChanges();
faceConfig.Update();
//faceData = face.CreateOutput();
//faceData.Update();
hand = senseManager.QueryHand();
PXCMHandConfiguration config = hand.CreateActiveConfiguration();
config.SetTrackingMode(PXCMHandData.TrackingModeType.TRACKING_MODE_FULL_HAND);
config.ApplyChanges();
config.Update();
//handData = hand.CreateOutput();
//handData.Update();
modules = new List <RSModule>();
}
public FaceTrackerThread()
{
running = true;
senseManager = PXCMSenseManager.CreateInstance();
senseManager.EnableStream(PXCMCapture.StreamType.STREAM_TYPE_COLOR, 640, 480, 60);
senseManager.EnableFace();
senseManager.Init();
face = senseManager.QueryFace();
faceConfiguration = face.CreateActiveConfiguration();
faceConfiguration.detection.isEnabled = true;
expressionConfiguration = faceConfiguration.QueryExpressions();
expressionConfiguration.Enable();
expressionConfiguration.EnableAllExpressions();
//Gaze detection
gazec = faceConfiguration.QueryGaze();
gazec.isEnabled = true;
faceConfiguration.ApplyChanges();
faceConfiguration.EnableAllAlerts();
faceConfiguration.ApplyChanges();
}
public void SimplePipeline()
{
PXCMSenseManager pp = m_form.Session.CreateSenseManager();
if (pp == null)
{
throw new Exception("PXCMSenseManager null");
}
PXCMCaptureManager captureMgr = pp.captureManager;
if (captureMgr == null)
{
throw new Exception("PXCMCaptureManager null");
}
var selectedRes = m_form.GetCheckedColorResolution();
if (selectedRes != null && !m_form.IsInPlaybackState())
{
// Set active camera
PXCMCapture.DeviceInfo deviceInfo;
m_form.Devices.TryGetValue(m_form.GetCheckedDevice(), out deviceInfo);
captureMgr.FilterByDeviceInfo(m_form.GetCheckedDeviceInfo());
// activate filter only live/record mode , no need in playback mode
var set = new PXCMCapture.Device.StreamProfileSet
{
color =
{
frameRate = selectedRes.Item2,
imageInfo =
{
format = selectedRes.Item1.format,
height = selectedRes.Item1.height,
width = selectedRes.Item1.width
}
}
};
if (m_form.IsPulseEnabled() && (set.color.imageInfo.width < 1280 || set.color.imageInfo.height < 720))
{
captureMgr.FilterByStreamProfiles(PXCMCapture.StreamType.STREAM_TYPE_COLOR, 1280, 720, 0);
}
else
{
captureMgr.FilterByStreamProfiles(set);
}
}
// Set Source & Landmark Profile Index
if (m_form.IsInPlaybackState())
{
//pp.captureManager.FilterByStreamProfiles(null);
captureMgr.SetFileName(m_form.GetFileName(), false);
captureMgr.SetRealtime(false);
}
else if (m_form.GetRecordState())
{
captureMgr.SetFileName(m_form.GetFileName(), true);
}
// Set Module
pp.EnableFace();
PXCMFaceModule faceModule = pp.QueryFace();
if (faceModule == null)
{
Debug.Assert(faceModule != null);
return;
}
PXCMFaceConfiguration moduleConfiguration = faceModule.CreateActiveConfiguration();
if (moduleConfiguration == null)
{
Debug.Assert(moduleConfiguration != null);
return;
}
var checkedProfile = m_form.GetCheckedProfile();
var mode = m_form.FaceModesMap.First(x => x.Value == checkedProfile).Key;
moduleConfiguration.SetTrackingMode(mode);
moduleConfiguration.strategy = PXCMFaceConfiguration.TrackingStrategyType.STRATEGY_RIGHT_TO_LEFT;
moduleConfiguration.detection.maxTrackedFaces = m_form.NumDetection;
moduleConfiguration.landmarks.maxTrackedFaces = m_form.NumLandmarks;
moduleConfiguration.pose.maxTrackedFaces = m_form.NumPose;
PXCMFaceConfiguration.ExpressionsConfiguration econfiguration = moduleConfiguration.QueryExpressions();
if (econfiguration == null)
{
throw new Exception("ExpressionsConfiguration null");
}
econfiguration.properties.maxTrackedFaces = m_form.NumExpressions;
econfiguration.EnableAllExpressions();
moduleConfiguration.detection.isEnabled = m_form.IsDetectionEnabled();
moduleConfiguration.landmarks.isEnabled = m_form.IsLandmarksEnabled();
moduleConfiguration.pose.isEnabled = m_form.IsPoseEnabled();
if (m_form.IsExpressionsEnabled())
{
econfiguration.Enable();
}
PXCMFaceConfiguration.PulseConfiguration pulseConfiguration = moduleConfiguration.QueryPulse();
if (pulseConfiguration == null)
{
throw new Exception("pulseConfiguration null");
}
pulseConfiguration.properties.maxTrackedFaces = m_form.NumPulse;
if (m_form.IsPulseEnabled())
{
pulseConfiguration.Enable();
}
qrecognition = moduleConfiguration.QueryRecognition();
if (qrecognition == null)
{
throw new Exception("PXCMFaceConfiguration.RecognitionConfiguration null");
}
if (m_form.IsRecognitionChecked())
{
qrecognition.Enable();
#region 臉部辨識資料庫讀取
if (File.Exists(DatabasePath))
{
m_form.UpdateStatus("正在讀取資料庫", MainForm.Label.StatusLabel);
List <RecognitionFaceData> faceData = null;
FaceDatabaseFile.Load(DatabasePath, ref faceData, ref NameMapping);
FaceData = faceData.ToArray();
qrecognition.SetDatabase(FaceData);
}
#endregion
}
moduleConfiguration.EnableAllAlerts();
moduleConfiguration.SubscribeAlert(FaceAlertHandler);
pxcmStatus applyChangesStatus = moduleConfiguration.ApplyChanges();
m_form.UpdateStatus("Init Started", MainForm.Label.StatusLabel);
if (applyChangesStatus < pxcmStatus.PXCM_STATUS_NO_ERROR || pp.Init() < pxcmStatus.PXCM_STATUS_NO_ERROR)
{
m_form.UpdateStatus("Init Failed", MainForm.Label.StatusLabel);
}
else
{
using (PXCMFaceData moduleOutput = faceModule.CreateOutput())
{
Debug.Assert(moduleOutput != null);
PXCMCapture.Device.StreamProfileSet profiles;
PXCMCapture.Device device = captureMgr.QueryDevice();
if (device == null)
{
throw new Exception("device null");
}
device.QueryStreamProfileSet(PXCMCapture.StreamType.STREAM_TYPE_DEPTH, 0, out profiles);
CheckForDepthStream(profiles, faceModule);
m_form.UpdateStatus("Streaming", MainForm.Label.StatusLabel);
m_timer = new FPSTimer(m_form);
#region loop
while (!m_form.Stopped)
{
if (pp.AcquireFrame(true) < pxcmStatus.PXCM_STATUS_NO_ERROR)
{
break;
}
var isConnected = pp.IsConnected();
DisplayDeviceConnection(isConnected);
if (isConnected)
{
var sample = pp.QueryFaceSample();
if (sample == null)
{
pp.ReleaseFrame();
continue;
}
switch (mode)
{
case PXCMFaceConfiguration.TrackingModeType.FACE_MODE_IR:
if (sample.ir != null)
{
DisplayPicture(sample.ir);
}
break;
default:
DisplayPicture(sample.color);
break;
}
moduleOutput.Update();
PXCMFaceConfiguration.RecognitionConfiguration recognition = moduleConfiguration.QueryRecognition();
if (recognition == null)
{
pp.ReleaseFrame();
continue;
}
if (recognition.properties.isEnabled)
{
UpdateRecognition(moduleOutput);
}
m_form.DrawGraphics(moduleOutput);
m_form.UpdatePanel();
}
pp.ReleaseFrame();
}
#endregion
}
// moduleConfiguration.UnsubscribeAlert(FaceAlertHandler);
// moduleConfiguration.ApplyChanges();
m_form.UpdateStatus("Stopped", MainForm.Label.StatusLabel);
}
#region 儲存臉部辨識資訊檔案
if (DatabaseChanged)
{
FaceDatabaseFile.Save(DatabasePath, FaceData.ToList(), NameMapping);
}
#endregion
var dbm = new FaceDatabaseManager(pp);
moduleConfiguration.Dispose();
pp.Close();
pp.Dispose();
}
void OnEnable()
{
Initialized = false;
/* Create a SenseManager instance */
SenseManager = PXCMSenseManager.CreateInstance();
if (SenseManager == null)
{
print("Unable to create the pipeline instance");
return;
}
if (_speechCommandsRef.Count != 0)
{
SetSenseOption(SenseOption.SenseOptionID.Speech);
}
int numberOfEnabledModalities = 0;
//Set mode according to RunMode - play from file / record / live stream
if (RunMode == MCTTypes.RunModes.PlayFromFile)
{
//CHECK IF FILE EXISTS
if (!System.IO.File.Exists(FilePath))
{
Debug.LogWarning("No Filepath Set Or File Doesn't Exist, Run Mode Will Be Changed to Live Stream");
RunMode = MCTTypes.RunModes.LiveStream;
}
else
{
PXCMCaptureManager cManager = SenseManager.QueryCaptureManager();
cManager.SetFileName(FilePath, false);
Debug.Log("SenseToolkitManager: Playing from file: " + FilePath);
}
}
if (RunMode == MCTTypes.RunModes.RecordToFile)
{
//CHECK IF PATH
string PathOnly = FilePath;
while (!PathOnly[PathOnly.Length - 1].Equals('\\'))
{
PathOnly = PathOnly.Remove(PathOnly.Length - 1, 1);
}
if (!System.IO.Directory.Exists(PathOnly))
{
Debug.LogWarning("No Filepath Set Or Path Doesn't Exist, Run Mode Will Be Changed to Live Stream");
RunMode = MCTTypes.RunModes.LiveStream;
}
else
{
PXCMCaptureManager cManager = SenseManager.QueryCaptureManager();
cManager.SetFileName(FilePath, true);
Debug.Log("SenseToolkitManager: Recording to file: " + FilePath);
}
}
/* Enable modalities according to the set options*/
if (IsSenseOptionSet(SenseOption.SenseOptionID.Face, true))
{
SenseManager.EnableFace();
_senseOptions.Find(i => i.ID == SenseOption.SenseOptionID.Face).Initialized = true;
_senseOptions.Find(i => i.ID == SenseOption.SenseOptionID.Face).Enabled = true;
SetSenseOption(SenseOption.SenseOptionID.VideoColorStream);
numberOfEnabledModalities++;
}
if (IsSenseOptionSet(SenseOption.SenseOptionID.Hand, true))
{
_sts = SenseManager.EnableHand();
_senseOptions.Find(i => i.ID == SenseOption.SenseOptionID.Hand).Initialized = true;
_senseOptions.Find(i => i.ID == SenseOption.SenseOptionID.Hand).Enabled = true;
numberOfEnabledModalities++;
}
if (IsSenseOptionSet(SenseOption.SenseOptionID.Blob, true))
{
_sts = SenseManager.EnableBlob();
_senseOptions.Find(i => i.ID == SenseOption.SenseOptionID.Blob).Initialized = true;
_senseOptions.Find(i => i.ID == SenseOption.SenseOptionID.Blob).Enabled = true;
numberOfEnabledModalities++;
}
if (IsSenseOptionSet(SenseOption.SenseOptionID.Object, true))
{
_sts = SenseManager.EnableTracker();
_senseOptions.Find(i => i.ID == SenseOption.SenseOptionID.Object).Initialized = true;
_senseOptions.Find(i => i.ID == SenseOption.SenseOptionID.Object).Enabled = true;
numberOfEnabledModalities++;
}
if (IsSenseOptionSet(SenseOption.SenseOptionID.Speech, true))
{
if (!SpeechManager.IsInitialized)
{
if (SpeechManager.InitalizeSpeech())
{
_senseOptions.Find(i => i.ID == SenseOption.SenseOptionID.Speech).Initialized = true;
_senseOptions.Find(i => i.ID == SenseOption.SenseOptionID.Speech).Enabled = true;
numberOfEnabledModalities++;
}
else
{
UnsetSenseOption(SenseOption.SenseOptionID.Speech);
}
}
else
{
_senseOptions.Find(i => i.ID == SenseOption.SenseOptionID.Speech).Initialized = true;
_senseOptions.Find(i => i.ID == SenseOption.SenseOptionID.Speech).Enabled = true;
numberOfEnabledModalities++;
}
}
if (IsSenseOptionSet(SenseOption.SenseOptionID.VideoDepthStream, true) ||
IsSenseOptionSet(SenseOption.SenseOptionID.PointCloud, true))
{
SenseManager.EnableStream(PXCMCapture.StreamType.STREAM_TYPE_DEPTH, 0, 0, 0);
_senseOptions.Find(i => i.ID == SenseOption.SenseOptionID.VideoDepthStream).Initialized = true;
_senseOptions.Find(i => i.ID == SenseOption.SenseOptionID.VideoDepthStream).Enabled = true;
numberOfEnabledModalities++;
}
if (IsSenseOptionSet(SenseOption.SenseOptionID.VideoIRStream, true))
{
SenseManager.EnableStream(PXCMCapture.StreamType.STREAM_TYPE_IR, 0, 0, 0);
_senseOptions.Find(i => i.ID == SenseOption.SenseOptionID.VideoIRStream).Initialized = true;
_senseOptions.Find(i => i.ID == SenseOption.SenseOptionID.VideoIRStream).Enabled = true;
numberOfEnabledModalities++;
}
if (IsSenseOptionSet(SenseOption.SenseOptionID.VideoColorStream, true))
{
if (ColorImageQuality == MCTTypes.RGBQuality.FullHD)
{
SenseManager.EnableStream(PXCMCapture.StreamType.STREAM_TYPE_COLOR, 1920, 1080, 0);
}
else if (ColorImageQuality == MCTTypes.RGBQuality.HD)
{
SenseManager.EnableStream(PXCMCapture.StreamType.STREAM_TYPE_COLOR, 1280, 720, 0);
}
else if (ColorImageQuality == MCTTypes.RGBQuality.HalfHD)
{
SenseManager.EnableStream(PXCMCapture.StreamType.STREAM_TYPE_COLOR, 960, 540, 0);
}
else
{
SenseManager.EnableStream(PXCMCapture.StreamType.STREAM_TYPE_COLOR, 640, 480, 0);
}
_senseOptions.Find(i => i.ID == SenseOption.SenseOptionID.VideoColorStream).Initialized = true;
_senseOptions.Find(i => i.ID == SenseOption.SenseOptionID.VideoColorStream).Enabled = true;
numberOfEnabledModalities++;
}
if (IsSenseOptionSet(SenseOption.SenseOptionID.VideoSegmentation, true))
{
if (ColorImageQuality == MCTTypes.RGBQuality.FullHD)
{
SenseManager.EnableStream(PXCMCapture.StreamType.STREAM_TYPE_COLOR, 1920, 1080, 0);
}
else if (ColorImageQuality == MCTTypes.RGBQuality.HD)
{
SenseManager.EnableStream(PXCMCapture.StreamType.STREAM_TYPE_COLOR, 1280, 720, 0);
}
else if (ColorImageQuality == MCTTypes.RGBQuality.HalfHD)
{
SenseManager.EnableStream(PXCMCapture.StreamType.STREAM_TYPE_COLOR, 960, 540, 0);
}
else
{
SenseManager.EnableStream(PXCMCapture.StreamType.STREAM_TYPE_COLOR, 640, 480, 0);
}
SenseManager.Enable3DSeg();
_senseOptions.Find(i => i.ID == SenseOption.SenseOptionID.VideoSegmentation).Initialized = true;
_senseOptions.Find(i => i.ID == SenseOption.SenseOptionID.VideoSegmentation).Enabled = true;
numberOfEnabledModalities++;
}
/* Initialize the execution */
_sts = SenseManager.Init();
if (_sts < pxcmStatus.PXCM_STATUS_NO_ERROR)
{
return;
}
//Set different configurations:
// Face
if (IsSenseOptionSet(SenseOption.SenseOptionID.Face, true))
{
var faceModule = SenseManager.QueryFace();
if (faceModule == null)
{
throw new UnityException("QueryFace returned null");
}
var faceConfiguration = faceModule.CreateActiveConfiguration();
if (faceConfiguration == null)
{
throw new UnityException("CreateActiveConfiguration returned null");
}
faceConfiguration.Update();
faceConfiguration.detection.isEnabled = true;
faceConfiguration.detection.smoothingLevel = PXCMFaceConfiguration.SmoothingLevelType.SMOOTHING_DISABLED;
faceConfiguration.landmarks.isEnabled = true;
faceConfiguration.landmarks.smoothingLevel = PXCMFaceConfiguration.SmoothingLevelType.SMOOTHING_DISABLED;
faceConfiguration.pose.isEnabled = true;
faceConfiguration.pose.smoothingLevel = PXCMFaceConfiguration.SmoothingLevelType.SMOOTHING_DISABLED;
faceConfiguration.DisableAllAlerts();
faceConfiguration.strategy = PXCMFaceConfiguration.TrackingStrategyType.STRATEGY_APPEARANCE_TIME;
if ((NumberOfDetectedFaces < 1) || (NumberOfDetectedFaces > 15))
{
Debug.Log("Ilegal value for Number Of Detected Faces, value is set to 1");
NumberOfDetectedFaces = 1;
}
faceConfiguration.detection.maxTrackedFaces = NumberOfDetectedFaces;
faceConfiguration.landmarks.maxTrackedFaces = NumberOfDetectedFaces;
faceConfiguration.pose.maxTrackedFaces = NumberOfDetectedFaces;
PXCMFaceConfiguration.ExpressionsConfiguration expressionConfig = faceConfiguration.QueryExpressions();
if (expressionConfig == null)
{
throw new UnityException("QueryExpressions returned null");
}
expressionConfig.Enable();
expressionConfig.EnableAllExpressions();
faceConfiguration.ApplyChanges();
faceConfiguration.Dispose();
FaceModuleOutput = faceModule.CreateOutput();
UnsetSenseOption(SenseOption.SenseOptionID.VideoColorStream);
}
// Hand
if (IsSenseOptionSet(SenseOption.SenseOptionID.Hand, true))
{
PXCMHandModule handAnalysis = SenseManager.QueryHand();
if (handAnalysis == null)
{
throw new UnityException("QueryHand returned null");
}
PXCMHandConfiguration handConfiguration = handAnalysis.CreateActiveConfiguration();
if (handConfiguration == null)
{
throw new UnityException("CreateActiveConfiguration returned null");
}
handConfiguration.Update();
handConfiguration.EnableAllGestures();
handConfiguration.EnableStabilizer(true);
handConfiguration.DisableAllAlerts();
handConfiguration.EnableSegmentationImage(false);
handConfiguration.ApplyChanges();
handConfiguration.Dispose();
HandDataOutput = handAnalysis.CreateOutput();
}
// Blob
if (IsSenseOptionSet(SenseOption.SenseOptionID.Blob, true))
{
PXCMBlobModule blobAnalysis = SenseManager.QueryBlob();
if (blobAnalysis == null)
{
throw new UnityException("QueryBlob returned null");
}
PXCMBlobConfiguration blobConfiguration = blobAnalysis.CreateActiveConfiguration();
if (blobConfiguration == null)
{
throw new UnityException("CreateActiveConfiguration returned null");
}
blobConfiguration.Update();
blobConfiguration.EnableContourExtraction(true);
blobConfiguration.EnableSegmentationImage(true);
blobConfiguration.EnableStabilizer(true);
blobConfiguration.SetMaxDistance(50 * 10);
blobConfiguration.ApplyChanges();
blobConfiguration.Dispose();
BlobDataOutput = blobAnalysis.CreateOutput();
}
if (IsSenseOptionSet(SenseOption.SenseOptionID.Object, true))
{
if (_senseOptions.Find(i => i.ID == SenseOption.SenseOptionID.Object).Enabled != true)
{
_senseOptions.Find(i => i.ID == SenseOption.SenseOptionID.Object).Enabled = true;
OnDisable();
OnEnable();
}
}
if (IsSenseOptionSet(SenseOption.SenseOptionID.Speech, true))
{
UpdateSpeechCommands();
SpeechManager.Start();
}
// Create an instance for the projection & blob extractor
if (Projection == null)
{
Projection = SenseManager.QueryCaptureManager().QueryDevice().CreateProjection();
}
/* GZ
* if (BlobExtractor == null)
* {
* SenseManager.session.CreateImpl<PXCMBlobExtractor>(out BlobExtractor);
* }*/
// Set initialization flag
Initialized = true;
}
public void FaceAndHandPipeLine()
{
PXCMSenseManager pp = m_form.Session.CreateSenseManager();
if (pp == null)
{
throw new Exception("PXCMSenseManager null");
}
pp.EnableStream(PXCMCapture.StreamType.STREAM_TYPE_COLOR, 640, 360);
// 面部初始化
pp.EnableFace();
PXCMFaceModule faceModule = pp.QueryFace();
if (faceModule == null)
{
Debug.Assert(true);
return;
}
PXCMFaceConfiguration faceCfg = faceModule.CreateActiveConfiguration();
if (faceCfg == null)
{
Debug.Assert(true);
return;
}
faceCfg.SetTrackingMode(PXCMFaceConfiguration.TrackingModeType.FACE_MODE_COLOR_PLUS_DEPTH);
faceCfg.strategy = PXCMFaceConfiguration.TrackingStrategyType.STRATEGY_CLOSEST_TO_FARTHEST;
// 单个人追踪
faceCfg.detection.maxTrackedFaces = NUM_PERSONS;
faceCfg.landmarks.maxTrackedFaces = NUM_PERSONS;
faceCfg.pose.maxTrackedFaces = NUM_PERSONS;
// 表情初始化
PXCMFaceConfiguration.ExpressionsConfiguration expressionCfg = faceCfg.QueryExpressions();
if (expressionCfg == null)
{
throw new Exception("ExpressionsConfiguration null");
}
expressionCfg.properties.maxTrackedFaces = NUM_PERSONS;
expressionCfg.EnableAllExpressions();
faceCfg.detection.isEnabled = true;
faceCfg.landmarks.isEnabled = true;
faceCfg.pose.isEnabled = true;
if (expressionCfg != null)
{
expressionCfg.Enable();
}
//脉搏初始化
PXCMFaceConfiguration.PulseConfiguration pulseConfiguration = faceCfg.QueryPulse();
if (pulseConfiguration == null)
{
throw new Exception("pulseConfiguration null");
}
pulseConfiguration.properties.maxTrackedFaces = NUM_PERSONS;
if (pulseConfiguration != null)
{
pulseConfiguration.Enable();
}
faceCfg.ApplyChanges();
if (pp.Init() < pxcmStatus.PXCM_STATUS_NO_ERROR)
{
throw new Exception("Init failed");
}
else
{
using (PXCMFaceData faceData = faceModule.CreateOutput())
{
if (faceData == null)
{
throw new Exception("face data failure");
}
while (!m_form.Stopped)
{
if (pp.AcquireFrame(true).IsError())
{
break;
}
var isConnected = pp.IsConnected();
if (isConnected)
{
var sample = pp.QueryFaceSample();
if (sample == null)
{
pp.ReleaseFrame();
continue;
}
// default is COLOR
DisplayPicture(sample.color);
// 如果检测脸数==0，则continue
faceData.Update();
int nFace = faceData.QueryNumberOfDetectedFaces();
if (nFace == 0)
{
continue;
}
// 存
PXCMFaceData.Face face = faceData.QueryFaceByIndex(0);
//SaveFaceLandmarkData(face);
SaveFacialExpressionData(face);
m_form.UpdatePic();
}
pp.ReleaseFrame();
}
}
}
pp.Close();
pp.Dispose();
}
void OnEnable()
{
Initialized = false;
/* Create a SenseManager instance */
SenseManager = PXCMSenseManager.CreateInstance();
if (SenseManager == null)
{
print("Unable to create the pipeline instance");
return;
}
if (_speechCommandsRef.Count != 0)
{
SetSenseOption(SenseOption.SenseOptionID.Speech);
}
int numberOfEnabledModalities = 0;
//Set mode according to RunMode - play from file / record / live stream
if (RunMode == MCTTypes.RunModes.PlayFromFile)
{
//CHECK IF FILE EXISTS
if (!System.IO.File.Exists(FilePath))
{
Debug.LogWarning("No Filepath Set Or File Doesn't Exist, Run Mode Will Be Changed to Live Stream");
RunMode = MCTTypes.RunModes.LiveStream;
}
else
{
PXCMCaptureManager cManager = SenseManager.QueryCaptureManager();
cManager.SetFileName(FilePath, false);
Debug.Log("SenseToolkitManager: Playing from file: " + FilePath);
}
}
if (RunMode == MCTTypes.RunModes.RecordToFile)
{
//CHECK IF PATH
string PathOnly = FilePath;
while (!PathOnly[PathOnly.Length - 1].Equals('\\'))
{
PathOnly = PathOnly.Remove(PathOnly.Length - 1, 1);
}
if (!System.IO.Directory.Exists(PathOnly))
{
Debug.LogWarning("No Filepath Set Or Path Doesn't Exist, Run Mode Will Be Changed to Live Stream");
RunMode = MCTTypes.RunModes.LiveStream;
}
else
{
PXCMCaptureManager cManager = SenseManager.QueryCaptureManager();
cManager.SetFileName(FilePath, true);
Debug.Log("SenseToolkitManager: Recording to file: " + FilePath);
}
}
/* Enable modalities according to the set options*/
if (IsSenseOptionSet(SenseOption.SenseOptionID.Face, true))
{
SenseManager.EnableFace();
_senseOptions.Find(i => i.ID == SenseOption.SenseOptionID.Face).Initialized = true;
_senseOptions.Find(i => i.ID == SenseOption.SenseOptionID.Face).Enabled = true;
SetSenseOption(SenseOption.SenseOptionID.VideoColorStream);
numberOfEnabledModalities++;
}
if (IsSenseOptionSet(SenseOption.SenseOptionID.Hand, true))
{
_sts = SenseManager.EnableHand();
_senseOptions.Find(i => i.ID == SenseOption.SenseOptionID.Hand).Initialized = true;
_senseOptions.Find(i => i.ID == SenseOption.SenseOptionID.Hand).Enabled = true;
numberOfEnabledModalities++;
}
if (IsSenseOptionSet(SenseOption.SenseOptionID.Object, true))
{
_sts = SenseManager.EnableTracker();
_senseOptions.Find(i => i.ID == SenseOption.SenseOptionID.Object).Initialized = true;
_senseOptions.Find(i => i.ID == SenseOption.SenseOptionID.Object).Enabled = true;
numberOfEnabledModalities++;
}
if (IsSenseOptionSet(SenseOption.SenseOptionID.Speech, true))
{
if (!SpeechManager.IsInitialized)
{
if (SpeechManager.InitalizeSpeech())
{
_senseOptions.Find(i => i.ID == SenseOption.SenseOptionID.Speech).Initialized = true;
_senseOptions.Find(i => i.ID == SenseOption.SenseOptionID.Speech).Enabled = true;
numberOfEnabledModalities++;
}
else
{
UnsetSenseOption(SenseOption.SenseOptionID.Speech);
}
}
else
{
_senseOptions.Find(i => i.ID == SenseOption.SenseOptionID.Speech).Initialized = true;
_senseOptions.Find(i => i.ID == SenseOption.SenseOptionID.Speech).Enabled = true;
numberOfEnabledModalities++;
}
}
if (IsSenseOptionSet(SenseOption.SenseOptionID.VideoDepthStream, true))
{
SenseManager.EnableStream(PXCMCapture.StreamType.STREAM_TYPE_DEPTH, 0, 0, 0);
_senseOptions.Find(i => i.ID == SenseOption.SenseOptionID.VideoDepthStream).Initialized = true;
_senseOptions.Find(i => i.ID == SenseOption.SenseOptionID.VideoDepthStream).Enabled = true;
numberOfEnabledModalities++;
}
if (IsSenseOptionSet(SenseOption.SenseOptionID.VideoIRStream, true))
{
SenseManager.EnableStream(PXCMCapture.StreamType.STREAM_TYPE_IR, 0, 0, 0);
_senseOptions.Find(i => i.ID == SenseOption.SenseOptionID.VideoIRStream).Initialized = true;
_senseOptions.Find(i => i.ID == SenseOption.SenseOptionID.VideoIRStream).Enabled = true;
numberOfEnabledModalities++;
}
if (IsSenseOptionSet(SenseOption.SenseOptionID.VideoColorStream, true))
{
//SenseManager.EnableStream(PXCMCapture.StreamType.STREAM_TYPE_COLOR, 960, 540, 0);
SenseManager.EnableStream(PXCMCapture.StreamType.STREAM_TYPE_COLOR, 640, 480, 0);
_senseOptions.Find(i => i.ID == SenseOption.SenseOptionID.VideoColorStream).Initialized = true;
_senseOptions.Find(i => i.ID == SenseOption.SenseOptionID.VideoColorStream).Enabled = true;
numberOfEnabledModalities++;
}
/* Initialize the execution */
_sts = SenseManager.Init();
if (_sts < pxcmStatus.PXCM_STATUS_NO_ERROR)
{
if (numberOfEnabledModalities > 0)
{
print("Unable to initialize all modalities");
}
return;
}
//Set different configurations:
//SenseManager.QueryCaptureManager().device.SetMirrorMode(PXCMCapture.Device.MirrorMode.MIRROR_MODE_DISABLED);
// Face
if (IsSenseOptionSet(SenseOption.SenseOptionID.Face, true))
{
var faceModule = SenseManager.QueryFace();
var faceConfiguration = faceModule.CreateActiveConfiguration();
if (faceConfiguration == null)
{
throw new UnityException("CreateActiveConfiguration returned null");
}
faceConfiguration.Update();
faceConfiguration.detection.isEnabled = true;
faceConfiguration.detection.smoothingLevel = PXCMFaceConfiguration.SmoothingLevelType.SMOOTHING_DISABLED;
faceConfiguration.landmarks.isEnabled = true;
faceConfiguration.landmarks.smoothingLevel = PXCMFaceConfiguration.SmoothingLevelType.SMOOTHING_DISABLED;
faceConfiguration.pose.isEnabled = true;
faceConfiguration.pose.smoothingLevel = PXCMFaceConfiguration.SmoothingLevelType.SMOOTHING_DISABLED;
faceConfiguration.DisableAllAlerts();
faceConfiguration.strategy = PXCMFaceConfiguration.TrackingStrategyType.STRATEGY_APPEARANCE_TIME;
faceConfiguration.detection.maxTrackedFaces = NumberOfDetectedFaces;
faceConfiguration.landmarks.maxTrackedFaces = NumberOfDetectedFaces;
faceConfiguration.pose.maxTrackedFaces = NumberOfDetectedFaces;
PXCMFaceConfiguration.ExpressionsConfiguration expressionConfig = faceConfiguration.QueryExpressions();
expressionConfig.Enable();
expressionConfig.EnableAllExpressions();
faceConfiguration.ApplyChanges();
faceConfiguration.Dispose();
FaceModuleOutput = faceModule.CreateOutput();
UnsetSenseOption(SenseOption.SenseOptionID.VideoColorStream);
}
// Hand
if (IsSenseOptionSet(SenseOption.SenseOptionID.Hand, true))
{
PXCMHandModule handAnalysis = SenseManager.QueryHand();
PXCMHandConfiguration handConfiguration = handAnalysis.CreateActiveConfiguration();
if (handConfiguration == null)
{
throw new UnityException("CreateActiveConfiguration returned null");
}
handConfiguration.Update();
handConfiguration.EnableAllGestures();
handConfiguration.EnableAllAlerts();
handConfiguration.EnableSegmentationImage(true);
handConfiguration.ApplyChanges();
handConfiguration.Dispose();
HandDataOutput = handAnalysis.CreateOutput();
}
if (IsSenseOptionSet(SenseOption.SenseOptionID.Object, true))
{
if (_senseOptions.Find(i => i.ID == SenseOption.SenseOptionID.Object).Enabled != true)
{
_senseOptions.Find(i => i.ID == SenseOption.SenseOptionID.Object).Enabled = true;
OnDisable();
OnEnable();
Start();
}
}
if (IsSenseOptionSet(SenseOption.SenseOptionID.Speech, true))
{
UpdateSpeechCommands();
SpeechManager.Start();
}
// Create an instance for the projection
if (_projection == null)
{
_projection = SenseManager.QueryCaptureManager().QueryDevice().CreateProjection();
}
// Set initialization flag
Initialized = true;
}
public MainWindow()
{
InitializeComponent();
//set the current date and time
currentDateTime = DateTime.Now.ToString("yyyyMMddHHmmssfff");
//set total timer count to 0 and init vars
highPerformanceTimer = new HiPerfTimer();
totalHighPerfTimeElapsed = 0;
numLinesWritten = 0; //set the total number of lines written to 0 so we can track when to start the timer
//init pipe stuff
pipeClient = new MyClient(PIPE_NAME);
pipeClient.SendMessage("I Am Intel RealSense");
//Debug.WriteLine("Server Ready");
//initialise combobox
populateComboBox();
//init the exprToDisplay global var
exprToDisplay = "";
//Work on the file
//create paths
string dirToCreate = "data";
string dirToCreateFull = System.IO.Path.GetFullPath(dirToCreate);
Directory.CreateDirectory(dirToCreateFull);
dirToCreate = "video";
dirToCreateFull = System.IO.Path.GetFullPath(dirToCreate);
Directory.CreateDirectory(dirToCreateFull);
//create the csv file to write to
file = new StreamWriter("data/" + currentDateTime + "data" + ".csv");
//initialise global expressions array - faster to add the keys here?
var enumListMain = Enum.GetNames(typeof(PXCMFaceData.ExpressionsData.FaceExpression));
exprTable = new Hashtable();
string initLine = "";
//Add the column schema
//Initial line: timestamp and high prec time
initLine += "TIMESTAMP,HIGH_PRECISION_TIME_FROM_START,STIMCODE";
//add all the expression data columns
for (int i = 0; i < enumListMain.Length; i++)
{
exprTable.Add(enumListMain[i], 0);
initLine += "," + enumListMain[i];
}
//add the bounding rectangle column
initLine += "," + "BOUNDING_RECTANGLE_HEIGHT" + "," + "BOUNDING_RECTANGLE_WIDTH" + "," + "BOUNDING_RECTANGLE_X" + "," + "BOUNDING_RECTANGLE_Y";
//add the average depth column
initLine += "," + "AVERAGE_DEPTH";
//add landmark points column
for (int i = 0; i < LANDMARK_POINTS_TOTAL; i++)
{
initLine += "," + "LANDMARK_" + i + "_X";
initLine += "," + "LANDMARK_" + i + "_Y";
}
//add euler angles columns
initLine += "," + "EULER_ANGLE_PITCH" + "," + "EULER_ANGLE_ROLL" + "," + "EULER_ANGLE_YAW";
initLine += "," + "QUATERNION_W" + "," + "QUATERNION_X" + "," + "QUATERNION_Y" + "," + "QUATERNION_Z";
//write the initial row to the file
file.WriteLine(initLine);
//configure the camera mode selection box
cbCameraMode.Items.Add("Color");
cbCameraMode.Items.Add("IR");
cbCameraMode.Items.Add("Depth");
//configure initial camera mode
cameraMode = "Color";
//initialise global vars
numFacesDetected = 0;
handWaving = false;
handTrigger = false;
handResetTimer = 0;
lEyeClosedIntensity = 0;
lEyeClosed = false;
lEyeClosedTrigger = false;
lEyeClosedResetTimer = 0;
rEyeClosed = false;
rEyeClosedTrigger = false;
rEyeClosedResetTimer = 0;
rEyeClosedIntensity = 0;
emotionEvidence = 0;
blinkTrigger = false;
blinkResetTimer = 0;
//global fps vars
prevTime = 0;
stopwatch = new Stopwatch();
// Instantiate and initialize the SenseManager
senseManager = PXCMSenseManager.CreateInstance();
if (senseManager == null)
{
MessageBox.Show("Cannot initialise sense manager: closing in 20s, report to Sriram");
Thread.Sleep(20000);
Environment.Exit(1);
}
//capture samples
senseManager.captureManager.SetFileName("video/" + currentDateTime + ".raw", true);
//Enable color stream
senseManager.EnableStream(PXCMCapture.StreamType.STREAM_TYPE_COLOR, STREAM_WIDTH, STREAM_HEIGHT, STREAM_FPS);
senseManager.EnableStream(PXCMCapture.StreamType.STREAM_TYPE_DEPTH, STREAM_WIDTH, STREAM_HEIGHT, STREAM_FPS);
senseManager.EnableStream(PXCMCapture.StreamType.STREAM_TYPE_IR, STREAM_WIDTH, STREAM_HEIGHT, STREAM_FPS);
//Enable face and hand tracking AND EMOTION TRACKING
senseManager.EnableHand();
senseManager.EnableFace();
senseManager.EnableEmotion();
//Initialise the senseManager - begin collecting data
senseManager.Init();
// Configure the Hand Module
hand = senseManager.QueryHand();
handConfig = hand.CreateActiveConfiguration();
handConfig.EnableGesture("wave");
handConfig.EnableAllAlerts();
handConfig.ApplyChanges();
//Configure the Face Module
face = senseManager.QueryFace();
faceConfig = face.CreateActiveConfiguration();
faceConfig.EnableAllAlerts();
faceConfig.detection.isEnabled = true; //enables querydetection function to retrieve face loc data
faceConfig.detection.maxTrackedFaces = 1; //MAXIMUM TRACKING - 1 FACE
faceConfig.ApplyChanges();
//Configure the sub-face-module Expressions
exprConfig = faceConfig.QueryExpressions();
exprConfig.Enable();
exprConfig.EnableAllExpressions();
faceConfig.ApplyChanges();
// Start the worker thread that processes the captured data in real-time
processingThread = new Thread(new ThreadStart(ProcessingThread));
processingThread.Start();
}
private void ConfigureRealSense()
{
PXCMFaceModule faceModule;
// Start the SenseManager and session
senseManager = PXCMSenseManager.CreateInstance();
senseManager.captureManager.SetFileName("recorded_video.wm", true);
senseManager.EnableStream(PXCMCapture.StreamType.STREAM_TYPE_COLOR, 640, 480, 0);
senseManager.Init();
senseManager.captureManager.SetRealtime(false);
senseManager.captureManager.SetPause(true);
// Enable the color stream
//senseManager.EnableStream(PXCMCapture.StreamType.STREAM_TYPE_COLOR, 640, 480, 60);
//60 0r 0 for fps?
// Enable the face module
senseManager.EnableFace();
faceModule = senseManager.QueryFace();
faceConfig = faceModule.CreateActiveConfiguration();
faceConfig.detection.isEnabled = true;
expressionConfig = faceConfig.QueryExpressions();
expressionConfig.Enable();
expressionConfig.EnableAllExpressions();
faceConfig.EnableAllAlerts();
// Configure for 3D face tracking (if camera cannot support depth it will revert to 2D tracking)
faceConfig.SetTrackingMode(PXCMFaceConfiguration.TrackingModeType.FACE_MODE_COLOR_PLUS_DEPTH);
// Enable facial recognition
recognitionConfig = faceConfig.QueryRecognition();
recognitionConfig.Enable();
// Create a recognition database
PXCMFaceConfiguration.RecognitionConfiguration.RecognitionStorageDesc recognitionDesc = new PXCMFaceConfiguration.RecognitionConfiguration.RecognitionStorageDesc();
recognitionDesc.maxUsers = DatabaseUsers;
recognitionConfig.CreateStorage(DatabaseName, out recognitionDesc);
recognitionConfig.UseStorage(DatabaseName);
LoadDatabaseFromFile();
recognitionConfig.SetRegistrationMode(PXCMFaceConfiguration.RecognitionConfiguration.RecognitionRegistrationMode.REGISTRATION_MODE_CONTINUOUS);
// Apply changes and initialize
faceConfig.ApplyChanges();
senseManager.Init();
faceData = faceModule.CreateOutput();
int numFaces = faceData.QueryNumberOfDetectedFaces();
Console.WriteLine("number of detected faces", numFaces);
// Mirror image
senseManager.QueryCaptureManager().QueryDevice().SetMirrorMode(PXCMCapture.Device.MirrorMode.MIRROR_MODE_HORIZONTAL);
// Release resources
faceConfig.Dispose();
faceModule.Dispose();
}
private void InitializeFace()
{
pxcmStatus sts = this.senseManager.EnableFace();
if (sts < pxcmStatus.PXCM_STATUS_NO_ERROR)
{
throw new Exception("Could not enable face.");
}
this.faceModule = this.senseManager.QueryFace();
if (this.faceModule == null)
{
throw new Exception("Could not get face module.");
}
// get properties for face module
this.config = this.faceModule.CreateActiveConfiguration();
this.config.SetTrackingMode(PXCMFaceConfiguration.TrackingModeType.FACE_MODE_COLOR);
this.config.ApplyChanges();
this.config.Update();
// init pipeline
sts = this.senseManager.Init();
if (sts < pxcmStatus.PXCM_STATUS_NO_ERROR &&
sts != pxcmStatus.PXCM_STATUS_CAPTURE_CONFIG_ALREADY_SET)
{
throw new Exception("Initialization failed. " + sts.ToString());
}
this.device = this.senseManager.QueryCaptureManager().QueryDevice();
if (this.device == null)
{
throw new Exception("Could not get device.");
}
// set mirror mode
sts = this.device.SetMirrorMode(PXCMCapture.Device.MirrorMode.MIRROR_MODE_HORIZONTAL);
if (sts < pxcmStatus.PXCM_STATUS_NO_ERROR)
{
throw new Exception("Could not set mirror mode.");
}
PXCMCapture.DeviceInfo deviceInfo;
this.device.QueryDeviceInfo(out deviceInfo);
if (deviceInfo.model == PXCMCapture.DeviceModel.DEVICE_MODEL_IVCAM)
{
this.device.SetDepthConfidenceThreshold(1);
this.device.SetIVCAMFilterOption(6);
}
// detection
this.config.detection.isEnabled = true;
this.config.detection.maxTrackedFaces = MAX_FACES;
// pose
this.config.pose.isEnabled = true;
this.config.pose.maxTrackedFaces = MAX_FACES;
// landmarks
this.config.landmarks.isEnabled = true;
this.config.landmarks.maxTrackedFaces = MAX_FACES;
// expressions
PXCMFaceConfiguration.ExpressionsConfiguration expressionConfig = this.config.QueryExpressions();
if (expressionConfig == null)
{
throw new Exception("Could not configure expressions module.");
}
expressionConfig.Enable();
expressionConfig.EnableAllExpressions();
expressionConfig.properties.maxTrackedFaces = MAX_FACES;
// pulse
PXCMFaceConfiguration.PulseConfiguration pulseConfig = this.config.QueryPulse();
if (pulseConfig == null)
{
throw new Exception("Could not configure pulse module.");
}
pulseConfig.Enable();
pulseConfig.properties.maxTrackedFaces = MAX_FACES;
this.config.ApplyChanges();
this.config.Update();
this.faceData = faceModule.CreateOutput();
}
// 设置面部的许多参数，打开Landmark、Expression，未打开pulse、面部识别模块
private void InitFaceState()
{
PXCMFaceConfiguration faceCfg = faceModule.CreateActiveConfiguration();
if (faceCfg == null)
{
#if DEBUG
System.Windows.Forms.MessageBox.Show("faceCfg failed");
#endif
return;
}
faceCfg.SetTrackingMode(PXCMFaceConfiguration.TrackingModeType.FACE_MODE_COLOR_PLUS_DEPTH);
faceCfg.strategy = PXCMFaceConfiguration.TrackingStrategyType.STRATEGY_CLOSEST_TO_FARTHEST;
// 单个人追踪
faceCfg.detection.maxTrackedFaces = NUM_PERSONS;
faceCfg.landmarks.maxTrackedFaces = NUM_PERSONS;
faceCfg.pose.maxTrackedFaces = NUM_PERSONS;
// 表情初始化
PXCMFaceConfiguration.ExpressionsConfiguration expressionCfg = faceCfg.QueryExpressions();
if (expressionCfg == null)
{
throw new Exception("ExpressionsConfiguration null");
}
expressionCfg.properties.maxTrackedFaces = NUM_PERSONS;
expressionCfg.EnableAllExpressions();
faceCfg.detection.isEnabled = true;
faceCfg.landmarks.isEnabled = true;
faceCfg.pose.isEnabled = true;
if (expressionCfg != null)
{
expressionCfg.Enable();
}
//脉搏初始化
if (false)
{
PXCMFaceConfiguration.PulseConfiguration pulseConfiguration = faceCfg.QueryPulse();
if (pulseConfiguration == null)
{
throw new Exception("pulseConfiguration null");
}
pulseConfiguration.properties.maxTrackedFaces = NUM_PERSONS;
if (pulseConfiguration != null)
{
pulseConfiguration.Enable();
}
}
// 面部识别功能初始化
if (false)
{
PXCMFaceConfiguration.RecognitionConfiguration qrecognition = faceCfg.QueryRecognition();
if (qrecognition == null)
{
throw new Exception("PXCMFaceConfiguration.RecognitionConfiguration null");
}
else
{
qrecognition.Enable();
}
}
faceCfg.ApplyChanges();
}
/// <summary>
/// 面部
/// </summary>
public void FacePipeLine()
{
PXCMSenseManager pp = m_form.Session.CreateSenseManager();
if (pp == null)
{
throw new Exception("PXCMSenseManager null");
}
pp.EnableStream(PXCMCapture.StreamType.STREAM_TYPE_COLOR, 640, 360);
// 面部初始化
pp.EnableFace();
PXCMFaceModule faceModule = pp.QueryFace();
if (faceModule == null)
{
Debug.Assert(true);
return;
}
PXCMFaceConfiguration faceCfg = faceModule.CreateActiveConfiguration();
if (faceCfg == null)
{
Debug.Assert(true);
return;
}
faceCfg.SetTrackingMode(PXCMFaceConfiguration.TrackingModeType.FACE_MODE_COLOR_PLUS_DEPTH);
faceCfg.strategy = PXCMFaceConfiguration.TrackingStrategyType.STRATEGY_CLOSEST_TO_FARTHEST;
// 单个人追踪
faceCfg.detection.maxTrackedFaces = NUM_PERSONS;
faceCfg.landmarks.maxTrackedFaces = NUM_PERSONS;
faceCfg.pose.maxTrackedFaces = NUM_PERSONS;
// 表情初始化
PXCMFaceConfiguration.ExpressionsConfiguration expressionCfg = faceCfg.QueryExpressions();
if (expressionCfg == null)
{
throw new Exception("ExpressionsConfiguration null");
}
expressionCfg.properties.maxTrackedFaces = NUM_PERSONS;
expressionCfg.EnableAllExpressions();
faceCfg.detection.isEnabled = true;
faceCfg.landmarks.isEnabled = true;
faceCfg.pose.isEnabled = true;
if (expressionCfg != null)
{
expressionCfg.Enable();
}
//脉搏初始化
PXCMFaceConfiguration.PulseConfiguration pulseConfiguration = faceCfg.QueryPulse();
if (pulseConfiguration == null)
{
throw new Exception("pulseConfiguration null");
}
pulseConfiguration.properties.maxTrackedFaces = NUM_PERSONS;
if (pulseConfiguration != null)
{
pulseConfiguration.Enable();
}
// 面部识别功能初始化
//PXCMFaceConfiguration.RecognitionConfiguration qrecognition = faceCfg.QueryRecognition();
//if (qrecognition == null)
//{
// throw new Exception("PXCMFaceConfiguration.RecognitionConfiguration null");
//}
//else
//{
// qrecognition.Enable();
//}
faceCfg.ApplyChanges();
if (pp.Init() < pxcmStatus.PXCM_STATUS_NO_ERROR)
{
throw new Exception("Init failed");
}
else
{
using (PXCMFaceData faceData = faceModule.CreateOutput())
{
if (faceData == null)
{
throw new Exception("face data failure");
}
while (!m_form.Stopped)
{
if (pp.AcquireFrame(true).IsError())
{
break;
}
var isConnected = pp.IsConnected();
if (isConnected)
{
var sample = pp.QueryFaceSample();
if (sample == null)
{
pp.ReleaseFrame();
continue;
}
// default is COLOR
DisplayPicture(sample.color);
// 如果检测脸数==0，则continue
faceData.Update();
int nFace = faceData.QueryNumberOfDetectedFaces();
if (nFace == 0)
{
continue;
}
// 存
//PXCMFaceData.Face face = faceData.QueryFaceByIndex(0);
//SaveFaceLandmarkData(face);
//SaveFacialExpressionData(face);
// 获取脸部特征点数据
PXCMFaceData.Face face = faceData.QueryFaceByIndex(0);
Landmarks.updateData(face);
// 获取表情数据
PXCMFaceData.ExpressionsData edata = face.QueryExpressions();
// 多线程加锁，数据同步，与VideoModule会发生竞争
lock (EmotionModel.svmFeature)
{
if (edata != null)
{
// 提取表情数据
int startIdx = EmotionModel.FaceExpressionStartIdx;
for (int i = 0; i < 22; i++)
{
PXCMFaceData.ExpressionsData.FaceExpressionResult score;
edata.QueryExpression((PXCMFaceData.ExpressionsData.FaceExpression)i, out score);
Expression.facialExpressionIndensity[i] = score.intensity;
// 设置SVM Feature
EmotionModel.svmFeature[startIdx + i].Index = startIdx + i;
EmotionModel.svmFeature[startIdx + i].Value = score.intensity;
}
}
// 提取特征点位置数据
int startIdx2 = EmotionModel.FaceLandmarkStartIdx;
for (int i = 0; i < EmotionModel.FaceLandmarkCnt; i++)
{
// 设置SVM Feature
EmotionModel.svmFeature[startIdx2 + i].Index = startIdx2 + i;
EmotionModel.svmFeature[startIdx2 + i].Value = Landmarks.Landmarks[i];
}
}
m_form.UpdatePic();
}
pp.ReleaseFrame();
}
}
}
pp.Close();
pp.Dispose();
}
public void SimplePipeline()
{
PXCMSenseManager pp = m_form.Session.CreateSenseManager();
if (pp == null)
{
throw new Exception("PXCMSenseManager null");
}
// Set Source & Landmark Profile Index
PXCMCapture.DeviceInfo info;
if (m_form.GetRecordState())
{
pp.captureManager.SetFileName(m_form.GetFileName(), true);
if (m_form.Devices.TryGetValue(m_form.GetCheckedDevice(), out info))
{
pp.captureManager.FilterByDeviceInfo(info);
}
}
else if (m_form.GetPlaybackState())
{
pp.captureManager.SetFileName(m_form.GetFileName(), false);
PXCMCaptureManager cmanager = pp.QueryCaptureManager();
if (cmanager == null)
{
throw new Exception("PXCMCaptureManager null");
}
cmanager.SetRealtime(false);
}
else
{
if (m_form.Devices.TryGetValue(m_form.GetCheckedDevice(), out info))
{
pp.captureManager.FilterByDeviceInfo(info);
Tuple <PXCMImage.ImageInfo, PXCMRangeF32> selectedRes = m_form.GetCheckedColorResolution();
var set = new PXCMCapture.Device.StreamProfileSet();
set.color.frameRate = selectedRes.Item2;
set.color.imageInfo.format = selectedRes.Item1.format;
set.color.imageInfo.width = selectedRes.Item1.width;
set.color.imageInfo.height = selectedRes.Item1.height;
pp.captureManager.FilterByStreamProfiles(set);
}
}
// Set Module
pp.EnableFace();
PXCMFaceModule faceModule = pp.QueryFace();
if (faceModule == null)
{
Debug.Assert(faceModule != null);
return;
}
PXCMFaceConfiguration moduleConfiguration = faceModule.CreateActiveConfiguration();
if (moduleConfiguration == null)
{
Debug.Assert(moduleConfiguration != null);
return;
}
PXCMFaceConfiguration.TrackingModeType mode = m_form.GetCheckedProfile().Contains("3D")
? PXCMFaceConfiguration.TrackingModeType.FACE_MODE_COLOR_PLUS_DEPTH
: PXCMFaceConfiguration.TrackingModeType.FACE_MODE_COLOR;
moduleConfiguration.SetTrackingMode(mode);
moduleConfiguration.strategy = PXCMFaceConfiguration.TrackingStrategyType.STRATEGY_RIGHT_TO_LEFT;
moduleConfiguration.detection.maxTrackedFaces = m_form.NumDetection;
moduleConfiguration.landmarks.maxTrackedFaces = m_form.NumLandmarks;
moduleConfiguration.pose.maxTrackedFaces = m_form.NumPose;
PXCMFaceConfiguration.ExpressionsConfiguration econfiguration = moduleConfiguration.QueryExpressions();
if (econfiguration == null)
{
throw new Exception("ExpressionsConfiguration null");
}
econfiguration.properties.maxTrackedFaces = m_form.NumExpressions;
econfiguration.EnableAllExpressions();
moduleConfiguration.detection.isEnabled = m_form.IsDetectionEnabled();
moduleConfiguration.landmarks.isEnabled = m_form.IsLandmarksEnabled();
moduleConfiguration.pose.isEnabled = m_form.IsPoseEnabled();
if (m_form.IsExpressionsEnabled())
{
econfiguration.Enable();
}
PXCMFaceConfiguration.RecognitionConfiguration qrecognition = moduleConfiguration.QueryRecognition();
if (qrecognition == null)
{
throw new Exception("PXCMFaceConfiguration.RecognitionConfiguration null");
}
if (m_form.IsRecognitionChecked())
{
qrecognition.Enable();
}
moduleConfiguration.EnableAllAlerts();
moduleConfiguration.SubscribeAlert(FaceAlertHandler);
pxcmStatus applyChangesStatus = moduleConfiguration.ApplyChanges();
m_form.UpdateStatus("Init Started", MainForm.Label.StatusLabel);
if (applyChangesStatus < pxcmStatus.PXCM_STATUS_NO_ERROR || pp.Init() < pxcmStatus.PXCM_STATUS_NO_ERROR)
{
m_form.UpdateStatus("Init Failed", MainForm.Label.StatusLabel);
}
else
{
using (PXCMFaceData moduleOutput = faceModule.CreateOutput())
{
Debug.Assert(moduleOutput != null);
PXCMCapture.Device.StreamProfileSet profiles;
PXCMCaptureManager cmanager = pp.QueryCaptureManager();
if (cmanager == null)
{
throw new Exception("capture manager null");
}
PXCMCapture.Device device = cmanager.QueryDevice();
if (device == null)
{
throw new Exception("device null");
}
device.QueryStreamProfileSet(PXCMCapture.StreamType.STREAM_TYPE_DEPTH, 0, out profiles);
CheckForDepthStream(profiles, faceModule);
ushort threshold = device.QueryDepthConfidenceThreshold();
int filter_option = device.QueryIVCAMFilterOption();
int range_tradeoff = device.QueryIVCAMMotionRangeTradeOff();
device.SetDepthConfidenceThreshold(1);
device.SetIVCAMFilterOption(6);
device.SetIVCAMMotionRangeTradeOff(21);
if (m_form.IsMirrored())
{
device.SetMirrorMode(PXCMCapture.Device.MirrorMode.MIRROR_MODE_HORIZONTAL);
}
else
{
device.SetMirrorMode(PXCMCapture.Device.MirrorMode.MIRROR_MODE_DISABLED);
}
m_form.UpdateStatus("Streaming", MainForm.Label.StatusLabel);
m_timer = new FPSTimer(m_form);
while (!m_form.Stopped)
{
if (pp.AcquireFrame(true) < pxcmStatus.PXCM_STATUS_NO_ERROR)
{
break;
}
bool isConnected = pp.IsConnected();
DisplayDeviceConnection(isConnected);
if (isConnected)
{
PXCMCapture.Sample sample = pp.QueryFaceSample();
if (sample == null)
{
pp.ReleaseFrame();
continue;
}
DisplayPicture(sample.color);
moduleOutput.Update();
if (moduleConfiguration.QueryRecognition().properties.isEnabled)
{
UpdateRecognition(moduleOutput);
}
m_form.DrawGraphics(moduleOutput);
m_form.UpdatePanel();
}
pp.ReleaseFrame();
}
device.SetDepthConfidenceThreshold(threshold);
device.SetIVCAMFilterOption(filter_option);
device.SetIVCAMMotionRangeTradeOff(range_tradeoff);
}
moduleConfiguration.UnsubscribeAlert(FaceAlertHandler);
moduleConfiguration.ApplyChanges();
m_form.UpdateStatus("Stopped", MainForm.Label.StatusLabel);
}
moduleConfiguration.Dispose();
pp.Close();
pp.Dispose();
}
public void SimplePipeline()
{
PXCMSenseManager pp = m_form.Session.CreateSenseManager();
if (pp == null)
{
throw new Exception("PXCMSenseManager null");
}
PXCMCaptureManager captureMgr = pp.captureManager;
if (captureMgr == null)
{
throw new Exception("PXCMCaptureManager null");
}
var selectedRes = m_form.GetCheckedColorResolution();
if (selectedRes != null)
{
// Set active camera
PXCMCapture.DeviceInfo deviceInfo;
m_form.Devices.TryGetValue(m_form.GetCheckedDevice(), out deviceInfo);
captureMgr.FilterByDeviceInfo(m_form.GetCheckedDeviceInfo());
// activate filter only live/record mode , no need in playback mode
var set = new PXCMCapture.Device.StreamProfileSet
{
color =
{
frameRate = selectedRes.Item2,
imageInfo =
{
format = selectedRes.Item1.format,
height = selectedRes.Item1.height,
width = selectedRes.Item1.width
}
}
};
}
// Set Module
pp.EnableFace();
PXCMFaceModule faceModule = pp.QueryFace();
if (faceModule == null)
{
Debug.Assert(faceModule != null);
return;
}
PXCMFaceConfiguration moduleConfiguration = faceModule.CreateActiveConfiguration();
if (moduleConfiguration == null)
{
Debug.Assert(moduleConfiguration != null);
return;
}
var checkedProfile = m_form.GetCheckedProfile();
var mode = m_form.FaceModesMap.First(x => x.Value == checkedProfile).Key;
moduleConfiguration.SetTrackingMode(mode);
moduleConfiguration.strategy = PXCMFaceConfiguration.TrackingStrategyType.STRATEGY_RIGHT_TO_LEFT;
PXCMFaceConfiguration.ExpressionsConfiguration econfiguration = moduleConfiguration.QueryExpressions();
if (econfiguration == null)
{
throw new Exception("ExpressionsConfiguration null");
}
econfiguration.properties.maxTrackedFaces = 4; //Expressionの最大認識量
econfiguration.EnableAllExpressions();
//if (m_form.IsExpressionsEnabled())
//{
econfiguration.Enable(); //Expressionsの強制有効化
//}
moduleConfiguration.EnableAllAlerts();
moduleConfiguration.SubscribeAlert(FaceAlertHandler);
pxcmStatus applyChangesStatus = moduleConfiguration.ApplyChanges();
m_form.UpdateStatus("Init Started", MainForm.Label.StatusLabel);
m_form.UpdateStatus("カメラ起動中", MainForm.Label.ReportLabel);
if (applyChangesStatus < pxcmStatus.PXCM_STATUS_NO_ERROR || pp.Init() < pxcmStatus.PXCM_STATUS_NO_ERROR)
{
m_form.UpdateStatus("Init Failed", MainForm.Label.StatusLabel);
m_form.UpdateStatus("設定エラー：メニューから適切な設定をしてください。", MainForm.Label.ReportLabel);
}
else
{
using (PXCMFaceData moduleOutput = faceModule.CreateOutput())
{
Debug.Assert(moduleOutput != null);
PXCMCapture.Device.StreamProfileSet profiles;
PXCMCapture.Device device = captureMgr.QueryDevice();
if (device == null)
{
m_form.UpdateStatus("カメラを接続してください。", MainForm.Label.ReportLabel);
throw new Exception("device null");
}
device.QueryStreamProfileSet(PXCMCapture.StreamType.STREAM_TYPE_DEPTH, 0, out profiles);
CheckForDepthStream(profiles, faceModule);
m_form.UpdateStatus("Streaming", MainForm.Label.StatusLabel);
m_timer = new FPSTimer(m_form);
while (!m_form.Stopped)
{
if (pp.AcquireFrame(true) < pxcmStatus.PXCM_STATUS_NO_ERROR)
{
break;
}
var isConnected = pp.IsConnected();
DisplayDeviceConnection(isConnected);
if (isConnected)
{
var sample = pp.QueryFaceSample();
if (sample == null)
{
pp.ReleaseFrame();
continue;
}
switch (mode)
{
case PXCMFaceConfiguration.TrackingModeType.FACE_MODE_IR:
if (sample.ir != null)
{
DisplayPicture(sample.ir);
}
break;
default:
DisplayPicture(sample.color);
break;
}
moduleOutput.Update();
PXCMFaceConfiguration.RecognitionConfiguration recognition = moduleConfiguration.QueryRecognition();
if (recognition == null)
{
pp.ReleaseFrame();
continue;
}
m_form.DrawGraphics(moduleOutput);
m_form.UpdatePanel();
}
pp.ReleaseFrame();
}
}
// moduleConfiguration.UnsubscribeAlert(FaceAlertHandler);
// moduleConfiguration.ApplyChanges();
m_form.UpdateStatus("Stopped", MainForm.Label.StatusLabel);
}
moduleConfiguration.Dispose();
pp.Close();
pp.Dispose();
}