在MATLAB中绘制形状上下文logpolar bin

时间:2011-03-10 11:01:50

标签: matlab machine-learning computer-vision pattern-recognition shape-context

我使用形状上下文直方图作为特征描述符来编码轮廓图像。为了帮助调试,我想查看叠加在轮廓图像上的形状上下文logpolar bin(从边缘图像中获取的样本点)。

其中一个点的示例如下:Overlaid shape context logpolar bins

我知道如何显示圆圈(径向箱),但我很难生成角度箱(线)。

给定一组角度,我如何绘制类似于示例图像中显示的线段?

2 个答案:

答案 0 :(得分:4)

您可以使用此功能:

function scDrawPolar(samp,point,r_min,r_max,nbins_theta,nbins_r)
%SCDRAWPOLAR draw a polar on the center point
%   point           - the center point
%   r_min           - min radius
%   r_max           - max radius
%   nbins_theta     - theta divide
%   nbins_r         - r divide
%   fig_handle      - draw the diagram on which figure
gca;
hold on;

plot(samp(1,:)',samp(2,:)','r.');
plot(point(1),point(2),'ko');

r_bin_edges=logspace(log10(r_min),log10(r_max),nbins_r);

% draw circles
th = 0 : pi / 50 : 2 * pi;
xunit = cos(th);
yunit = sin(th);
for i=1:length(r_bin_edges)
    line(xunit * r_bin_edges(i) + point(1), ...
                    yunit * r_bin_edges(i) + point(2), ...
        'LineStyle', ':', 'Color', 'k', 'LineWidth', 1);
end

% draw spokes
th = (1:nbins_theta) * 2*pi / nbins_theta;
cs = [cos(th);zeros(1,size(th,2))];
sn = [sin(th);zeros(1,size(th,2))];
line(r_max*cs + point(1), r_max*sn + point(2),'LineStyle', ':', ...
    'Color', 'k', 'LineWidth', 1);

axis equal;
axis off;
hold off;
end

查看结果here

figure screenshot

答案 1 :(得分:3)

这样做:

>> figure
>> axes
>> hold on
>> radius = 1;
>> theta = 0:30:360;
>> for angle = theta
line([0 radius * cosd(angle)], [0 radius * sind(angle)]);
end

产生这个:

enter image description here