diff --git a/gui/OpenFaceOffline/MainWindow.xaml.cs b/gui/OpenFaceOffline/MainWindow.xaml.cs
index 3990730..eb3e9b8 100644
--- a/gui/OpenFaceOffline/MainWindow.xaml.cs
+++ b/gui/OpenFaceOffline/MainWindow.xaml.cs
@@ -85,7 +85,6 @@ namespace OpenFaceOffline
 
         // Some members for displaying the results
         private Capture capture;
-        private FaceDetector face_detector;
         private WriteableBitmap latest_img;
         private WriteableBitmap latest_aligned_face;
         private WriteableBitmap latest_HOG_descriptor;
@@ -100,11 +99,15 @@ namespace OpenFaceOffline
         FpsTracker processing_fps = new FpsTracker();
 
         volatile bool detectionSucceeding = false;
-        
+
         // For tracking
+        private FaceDetector face_detector;
         FaceModelParameters face_model_params;
         CLNF clnf_model;
-        FaceAnalyserManaged face_analyser;
+
+        // For face analysis
+        FaceAnalyserManaged face_analyser_sequence;
+        FaceAnalyserManaged face_analyser_image;
         GazeAnalyserManaged gaze_analyser;
 
         // Recording parameters (default values)
@@ -150,7 +153,8 @@ namespace OpenFaceOffline
 
             face_model_params = new FaceModelParameters(root, false);
             clnf_model = new CLNF(face_model_params);
-            face_analyser = new FaceAnalyserManaged(root, DynamicAUModels, image_output_size);
+            face_analyser_sequence = new FaceAnalyserManaged(root, true, image_output_size); // TODO how to deal with dynamic and static models here
+            face_analyser_image = new FaceAnalyserManaged(root, false, image_output_size);
 
             gaze_analyser = new GazeAnalyserManaged();
 
@@ -302,14 +306,17 @@ namespace OpenFaceOffline
                 List<double> confidences = new List<double>();
                 face_detector.DetectFacesHOG(face_detections, grayFrame, confidences);
 
-                //Rectangle
-                var landmark_detections = clnf_model.DetectMultiFaceLandmarksInImage(grayFrame, face_model_params);
-
-                // Go over all detected faces
-                for (int i = 0; i < landmark_detections.Count; ++i)
+                for (int i = 0; i < face_detections.Count; ++i)
                 {
+                    bool success = clnf_model.DetectFaceLandmarksInImage(grayFrame, face_model_params);
+
                     // Predict action units
-                    var au_preds = face_analyser.PredictStaticAUs(grayFrame, landmark_detections[i]);
+                    // TODO face analyser should be optimized for single images
+                    var au_preds = face_analyser.PredictStaticAUs(grayFrame, clnf_model.CalculateAllLandmarks());
+
+                    // Predic eye gaze
+                    gaze_analyser.AddNextFrame(clnf_model, success, fx, fy, cx, cy); // TODO fx should be from reader
+
                 }
 
                 List<Point> landmark_points = new List<Point>();
diff --git a/lib/local/CppInerop/FaceAnalyserInterop.h b/lib/local/CppInerop/FaceAnalyserInterop.h
index 74d5433..2566984 100644
--- a/lib/local/CppInerop/FaceAnalyserInterop.h
+++ b/lib/local/CppInerop/FaceAnalyserInterop.h
@@ -102,6 +102,12 @@ public:
 	{
 		string root_std = msclr::interop::marshal_as<std::string>(root);
 		FaceAnalysis::FaceAnalyserParameters params(root_std);
+		
+		if (!dynamic)
+		{
+			params.OptimizeForImages();
+		}
+
 		params.setAlignedOutput(output_width);
 		face_analyser = new FaceAnalysis::FaceAnalyser(params);
 
diff --git a/lib/local/CppInerop/LandmarkDetectorInterop.h b/lib/local/CppInerop/LandmarkDetectorInterop.h
index 20fbcc3..7e8abdf 100644
--- a/lib/local/CppInerop/LandmarkDetectorInterop.h
+++ b/lib/local/CppInerop/LandmarkDetectorInterop.h
@@ -204,6 +204,7 @@ namespace CppInterop {
 				return ::LandmarkDetector::DetectLandmarksInImage(image->Mat, *clnf, *modelParams->getParams());
 			}
 
+			// TODO rem old
 			List<List<System::Tuple<double,double>^>^>^ DetectMultiFaceLandmarksInImage(OpenCVWrappers::RawImage^ image, FaceModelParameters^ modelParams) {
 
 				auto all_landmarks = gcnew List<List<System::Tuple<double,double>^>^>();
diff --git a/lib/local/Utilities/src/ImageCapture.cpp b/lib/local/Utilities/src/ImageCapture.cpp
index 0ec7154..714b824 100644
--- a/lib/local/Utilities/src/ImageCapture.cpp
+++ b/lib/local/Utilities/src/ImageCapture.cpp
@@ -68,7 +68,6 @@ bool ImageCapture::Open(std::vector<std::string>& arguments)
 	// Some default values
 	std::string input_root = "";
 	fx = -1; fy = -1; cx = -1; cy = -1;
-	frame_num = 0;
 
 	std::string separator = std::string(1, boost::filesystem::path::preferred_separator);
 
@@ -179,7 +178,8 @@ bool ImageCapture::Open(std::vector<std::string>& arguments)
 
 bool ImageCapture::OpenImageFiles(const std::vector<std::string>& image_files, float fx, float fy, float cx, float cy)
 {
-
+	// Setting some defaults
+	frame_num = 0;
 	no_input_specified = false;
 
 	latest_frame = cv::Mat();
@@ -218,6 +218,8 @@ bool ImageCapture::OpenDirectory(std::string directory, std::string bbox_directo
 {
 	INFO_STREAM("Attempting to read from directory: " << directory);
 
+	// Setup some defaults
+	frame_num = 0;
 	no_input_specified = false;
 
 	image_files.clear();