247 lines
7.5 KiB
Matlab
247 lines
7.5 KiB
Matlab
clear
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%%
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inds = 1:337;
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scrsz = get(0,'ScreenSize');
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figure1 = figure('Position',[20 50 3*scrsz(3)/4 0.9*scrsz(4)]);
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set(figure1,'Units','Inches');
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pos = get(figure1,'Position');
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set(figure1,'PaperPositionMode','Auto','PaperUnits','Inches','PaperSize',[pos(3), pos(4)])
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% Create axes
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axes1 = axes('Parent',figure1,'FontSize',40,'FontName','Helvetica');
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line_width = 6;
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hold on;
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load('results/results_wild_clnf.mat');
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labels = experiments.labels([1:60,62:64,66:end],:,:);
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shapes = experiments.shapes([1:60,62:64,66:end],:,:);
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labels = labels(18:end,:,:);
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shapes = shapes(18:end,:,:);
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clnf_error = compute_error( labels(:,:,inds), shapes(:,:,inds));
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[error_x, error_y] = cummErrorCurve(clnf_error);
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hold on;
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plot(error_x, error_y, 'r','DisplayName', 'CLM + CCNF', 'LineWidth',line_width);
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load('results/intraface_wild_resize.mat');
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labels_all = labels_all(18:end,:,:);
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shapes_all = shapes_all(18:end,:,:);
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intraface_wild_error = compute_error(labels_all(:,:,inds), shapes_all(:,:,inds));
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[error_x, error_y] = cummErrorCurve(intraface_wild_error);
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plot(error_x, error_y, '.-g','DisplayName', 'SDM [32]', 'LineWidth',line_width);
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load('results/zhu_wild.mat');
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labels_all = labels_all(18:end,:,:);
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shapes_all = shapes_all(18:end,:,:);
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zhu_wild_error = compute_error(labels_all(:,:,inds), shapes_all(:,:,inds));
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[error_x, error_y] = cummErrorCurve(zhu_wild_error);
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plot(error_x, error_y, '.-c','DisplayName', 'Tree based (p204) [28]', 'LineWidth',line_width);
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load('results/results_wild_clm.mat');
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labels = experiments.labels([1:60,62:64,66:end],:,:);
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shapes = experiments.shapes([1:60,62:64,66:end],:,:);
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labels = labels(18:end,:,:);
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shapes = shapes(18:end,:,:);
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clm_error = compute_error( labels(:,:,inds), shapes(:,:,inds));
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[error_x, error_y] = cummErrorCurve(clm_error);
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plot(error_x, error_y, '--b','DisplayName', 'CLM + SVR', 'LineWidth',line_width);
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load('results/drmf_wild.mat');
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labels_all = labels_all(18:end,:,:);
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shapes_all = shapes_all(18:end,:,:);
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drmf_error = compute_error(labels_all(:,:,inds), shapes_all(:,:,inds));
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[error_x, error_y] = cummErrorCurve(drmf_error);
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plot(error_x, error_y, '-.k','DisplayName', 'DRMF [27]', 'LineWidth',line_width);
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set(gca,'xtick',[0:0.05:0.15])
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xlim([0,0.15]);
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xlabel('IOD normalised shape error','FontName','Helvetica');
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ylabel('Proportion of images','FontName','Helvetica');
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grid on
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% title('Fitting in the wild without outline','FontSize',60,'FontName','Helvetica');
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legend('show', 'Location', 'SouthEast');
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print -dpdf results/in-the-wild-clnf-no-outline_afw.pdf
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%%
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inds = 562:696;
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scrsz = get(0,'ScreenSize');
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figure1 = figure('Position',[20 50 3*scrsz(3)/4 0.9*scrsz(4)]);
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set(figure1,'Units','Inches');
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pos = get(figure1,'Position');
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set(figure1,'PaperPositionMode','Auto','PaperUnits','Inches','PaperSize',[pos(3), pos(4)])
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% Create axes
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axes1 = axes('Parent',figure1,'FontSize',40,'FontName','Helvetica');
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line_width = 6;
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hold on;
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load('results/results_wild_clnf.mat');
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labels = experiments.labels([1:60,62:64,66:end],:,:);
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shapes = experiments.shapes([1:60,62:64,66:end],:,:);
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labels = labels(18:end,:,:);
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shapes = shapes(18:end,:,:);
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clnf_error = compute_error( labels(:,:,inds), shapes(:,:,inds));
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[error_x, error_y] = cummErrorCurve(clnf_error);
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hold on;
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plot(error_x, error_y, 'r','DisplayName', 'CLM + CCNF', 'LineWidth',line_width);
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load('results/intraface_wild_resize.mat');
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labels_all = labels_all(18:end,:,:);
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shapes_all = shapes_all(18:end,:,:);
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intraface_wild_error = compute_error(labels_all(:,:,inds), shapes_all(:,:,inds));
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[error_x, error_y] = cummErrorCurve(intraface_wild_error);
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plot(error_x, error_y, '.-g','DisplayName', 'SDM [32]', 'LineWidth',line_width);
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load('results/zhu_wild.mat');
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labels_all = labels_all(18:end,:,:);
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shapes_all = shapes_all(18:end,:,:);
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zhu_wild_error = compute_error(labels_all(:,:,inds), shapes_all(:,:,inds));
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[error_x, error_y] = cummErrorCurve(zhu_wild_error);
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plot(error_x, error_y, '.-c','DisplayName', 'Tree based (p204) [28]', 'LineWidth',line_width);
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load('results/results_wild_clm.mat');
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labels = experiments.labels([1:60,62:64,66:end],:,:);
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shapes = experiments.shapes([1:60,62:64,66:end],:,:);
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labels = labels(18:end,:,:);
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shapes = shapes(18:end,:,:);
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clm_error = compute_error( labels(:,:,inds), shapes(:,:,inds));
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[error_x, error_y] = cummErrorCurve(clm_error);
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plot(error_x, error_y, '--b','DisplayName', 'CLM + SVR', 'LineWidth',line_width);
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load('results/drmf_wild.mat');
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labels_all = labels_all(18:end,:,:);
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shapes_all = shapes_all(18:end,:,:);
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drmf_error = compute_error(labels_all(:,:,inds), shapes_all(:,:,inds));
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[error_x, error_y] = cummErrorCurve(drmf_error);
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plot(error_x, error_y, '-.k','DisplayName', 'DRMF [27]', 'LineWidth',line_width);
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set(gca,'xtick',[0:0.05:0.15])
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xlim([0,0.15]);
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xlabel('IOD normalised shape error','FontName','Helvetica');
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ylabel('Proportion of images','FontName','Helvetica');
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grid on
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% title('Fitting in the wild without outline','FontSize',60,'FontName','Helvetica');
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legend('show', 'Location', 'SouthEast');
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print -dpdf results/in-the-wild-clnf-no-outline_ibug.pdf
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%%
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inds = [338:561,697:1026];
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scrsz = get(0,'ScreenSize');
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figure1 = figure('Position',[20 50 3*scrsz(3)/4 0.9*scrsz(4)]);
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set(figure1,'Units','Inches');
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pos = get(figure1,'Position');
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set(figure1,'PaperPositionMode','Auto','PaperUnits','Inches','PaperSize',[pos(3), pos(4)])
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% Create axes
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axes1 = axes('Parent',figure1,'FontSize',40,'FontName','Helvetica');
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line_width = 6;
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hold on;
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load('results/results_wild_clnf.mat');
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labels = experiments.labels([1:60,62:64,66:end],:,:);
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shapes = experiments.shapes([1:60,62:64,66:end],:,:);
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labels = labels(18:end,:,:);
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shapes = shapes(18:end,:,:);
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clnf_error = compute_error( labels(:,:,inds), shapes(:,:,inds));
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[error_x, error_y] = cummErrorCurve(clnf_error);
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hold on;
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plot(error_x, error_y, 'r','DisplayName', 'CLM + CCNF', 'LineWidth',line_width);
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load('results/intraface_wild_resize.mat');
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labels_all = labels_all(18:end,:,:);
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shapes_all = shapes_all(18:end,:,:);
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intraface_wild_error = compute_error(labels_all(:,:,inds), shapes_all(:,:,inds));
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[error_x, error_y] = cummErrorCurve(intraface_wild_error);
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plot(error_x, error_y, '.-g','DisplayName', 'SDM [32]', 'LineWidth',line_width);
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load('results/zhu_wild.mat');
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labels_all = labels_all(18:end,:,:);
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shapes_all = shapes_all(18:end,:,:);
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zhu_wild_error = compute_error(labels_all(:,:,inds), shapes_all(:,:,inds));
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[error_x, error_y] = cummErrorCurve(zhu_wild_error);
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plot(error_x, error_y, '.-c','DisplayName', 'Tree based (p204) [28]', 'LineWidth',line_width);
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load('results/results_wild_clm.mat');
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labels = experiments.labels([1:60,62:64,66:end],:,:);
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shapes = experiments.shapes([1:60,62:64,66:end],:,:);
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labels = labels(18:end,:,:);
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shapes = shapes(18:end,:,:);
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clm_error = compute_error( labels(:,:,inds), shapes(:,:,inds));
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[error_x, error_y] = cummErrorCurve(clm_error);
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plot(error_x, error_y, '--b','DisplayName', 'CLM + SVR', 'LineWidth',line_width);
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load('results/drmf_wild.mat');
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labels_all = labels_all(18:end,:,:);
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shapes_all = shapes_all(18:end,:,:);
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drmf_error = compute_error(labels_all(:,:,inds), shapes_all(:,:,inds));
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[error_x, error_y] = cummErrorCurve(drmf_error);
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plot(error_x, error_y, '-.k','DisplayName', 'DRMF [27]', 'LineWidth',line_width);
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set(gca,'xtick',[0:0.05:0.15])
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xlim([0,0.15]);
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xlabel('IOD normalised shape error','FontName','Helvetica');
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ylabel('Proportion of images','FontName','Helvetica');
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grid on
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% title('Fitting in the wild without outline','FontSize',60,'FontName','Helvetica');
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legend('show', 'Location', 'SouthEast');
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print -dpdf results/in-the-wild-clnf-no-outline_lfpw_helen.pdf
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