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OpenFace/matlab_version/models/Load_CECLM_general.m

39 lines
1.2 KiB
Matlab

function [patches, pdm, clmParams, early_term_params] = Load_CECLM_general()
%LOAD_PATCH_EXPERTS Summary of this function goes here
% Detailed explanation goes here
% Load the patch experts/local detectors
[patches] = Load_CECLM_Patch_Experts( '../models/cen/', 'cen_patches_*_general.mat');
% the default PDM to use
pdmLoc = ['../models/pdm/pdm_68_aligned_wild.mat'];
load(pdmLoc);
pdm = struct;
pdm.M = double(M);
pdm.E = double(E);
pdm.V = double(V);
clmParams = struct;
clmParams.window_size = [25,25; 23,23; 21,21; 21,21];
clmParams.numPatchIters = size(clmParams.window_size,1);
clmParams.regFactor = 0.9*[35, 27, 20, 20];
clmParams.sigmaMeanShift = 1.5*[1.25, 1.375, 1.5, 1.5];
clmParams.tikhonov_factor = [2.5, 5, 7.5, 7.5];
clmParams.startScale = 1;
clmParams.num_RLMS_iter = 10;
clmParams.fTol = 0.01;
clmParams.useMultiScale = true;
clmParams.use_multi_modal = 1;
clmParams.multi_modal_types = patches(1).multi_modal_types;
clmParams.numPatchIters = 4;
% As the orientations are not equally reliable reweigh them
load('../models/cen/cen_general_mapping.mat');
end