diff --git a/Data-Analyzer/StructuralPhaseTransition/SpectralAnalysisRoutines/analyzewithPCA.m b/Data-Analyzer/StructuralPhaseTransition/SpectralAnalysisRoutines/analyzewithPCA.m index ead36e6..6defc05 100644 --- a/Data-Analyzer/StructuralPhaseTransition/SpectralAnalysisRoutines/analyzewithPCA.m +++ b/Data-Analyzer/StructuralPhaseTransition/SpectralAnalysisRoutines/analyzewithPCA.m @@ -71,6 +71,76 @@ skipMovieRender = true; skipSaveFigures = true; skipSaveOD = true; +%% ===== S-D Settings ===== +groupList = ["/images/MOT_3D_Camera/in_situ_absorption", "/images/ODT_1_Axis_Camera/in_situ_absorption", ... + "/images/ODT_2_Axis_Camera/in_situ_absorption", "/images/Horizontal_Axis_Camera/in_situ_absorption", ... + "/images/Vertical_Axis_Camera/in_situ_absorption"]; + +folderPath = "//DyLabNAS/Data/TwoDGas/2025/06/24/"; + +run = '0001'; + +folderPath = strcat(folderPath, run); + +cam = 5; + +angle = 0; +center = [1410, 2030]; +span = [200, 200]; +fraction = [0.1, 0.1]; + +pixel_size = 5.86e-6; % in meters +magnification = 23.94; +removeFringes = false; + +ImagingMode = 'HighIntensity'; +PulseDuration = 5e-6; % in s + +% Fourier analysis settings + +% Radial Spectral Distribution +theta_min = deg2rad(0); +theta_max = deg2rad(180); +N_radial_bins = 500; +Radial_Sigma = 2; +Radial_WindowSize = 5; % Choose an odd number for a centered moving average + +% Angular Spectral Distribution +r_min = 10; +r_max = 20; +N_angular_bins = 180; +Angular_Threshold = 75; +Angular_Sigma = 2; +Angular_WindowSize = 5; + +zoom_size = 50; % Zoomed-in region around center + +% Plotting and saving +scan_parameter = 'ps_rot_mag_fin_pol_angle'; +% scan_parameter = 'rot_mag_field'; + +savefileName = 'StripesToDroplets'; +font = 'Bahnschrift'; + +if strcmp(savefileName, 'DropletsToStripes') + scan_groups = 0:5:45 + titleString = 'Droplets to Stripes'; +elseif strcmp(savefileName, 'StripesToDroplets') + scan_groups = 45:-5:0; + titleString = 'Stripes to Droplets'; +end + +% Flags +skipNormalization = true; +skipUnshuffling = false; +skipPreprocessing = true; +skipMasking = true; +skipIntensityThresholding = true; +skipBinarization = true; +skipMovieRender = true; +skipSaveFigures = true; +skipSaveOD = true; + %% ===== Load and compute OD image, rotate and extract ROI for analysis ===== % Get a list of all files in the folder with the desired file name pattern. @@ -203,6 +273,7 @@ colorbar; title(sprintf('First Principal Component (PC1) Image - Explains %.2f%% Variance', explained(1))); %% Distribution scatter plot +numGroups = numel(scan_groups); colors = lines(numGroups); figure(2); clf; set(gcf, 'Color', 'w', 'Position', [100 100 950 750]); hold on;