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<h1><a class="anchor" name="BeforeAfterExample">Histogram Example </a></h1>Actual commercial code that computes the luminosity histogram (variable names have been changed and unrelated parts removed):<p>
<div class="fragment"><pre class="fragment"><span class="keywordtype">void</span> luminosity_hist(<span class="keyword">const</span> uint8 *r, <span class="keyword">const</span> uint8 *g, <span class="keyword">const</span> uint8 *b, <span class="keywordtype">int</span> rows, <span class="keywordtype">int</span> cols, <span class="keywordtype">int</span> sRowBytes, Histogram *hist)
{
<span class="keywordflow">for</span> (<span class="keywordtype">int</span> r=0; r<rows; r++)
{
<span class="keywordflow">for</span> (<span class="keywordtype">int</span> c=0; c<cols; c++)
{
<span class="keywordtype">int</span> v=RGBToGray(r[c],g[c],b[c]);
(*hist)[v]++;
}
r+=sRowBytes;
g+=sRowBytes;
b+=sRowBytes;
}
}
</pre></div><p>
<ul>
<li>Works only for RGB (duplicate versions exist for other color spaces)</li><li>Works only for 8-bit images (duplicate versions exist)</li><li>Works only for planar images</li></ul>
<p>
Histogram using GIL:<p>
<div class="fragment"><pre class="fragment"><span class="keyword">template</span> <<span class="keyword">typename</span> GrayView, <span class="keyword">typename</span> R>
<span class="keywordtype">void</span> grayimage_histogram(GrayView& img, R& hist) {
<span class="keywordflow">for</span> (<span class="keyword">typename</span> GrayView::iterator it=img.begin(); it!=img.end(); ++it)
++hist[*it];
}
<span class="keyword">template</span> <<span class="keyword">typename</span> View, <span class="keyword">typename</span> R>
<span class="keywordtype">void</span> luminosity8bit_hist(View& img, R& hist)
{
grayimage_histogram(color_converted_view<gray8_pixel_t>(img),hist);
}
</pre></div><p>
using <code>boost::lambda</code> the GIL version can be written even simpler: <div class="fragment"><pre class="fragment"><span class="keyword">using</span> boost::lambda;
<span class="keyword">template</span> <<span class="keyword">typename</span> GrayView, <span class="keyword">typename</span> R>
<span class="keywordtype">void</span> grayimage_histogram(GrayView& img, R& hist)
{
for_each_pixel(img, ++var(hist)[_1]);
}
</pre></div><p>
The GIL version:<ul>
<li>Works with any supported channel depth, color space, channel ordering (RGB vs BGR), and row alignment policy.</li><li>Works for both planar and interleaved images.</li><li>Works with new color spaces, channel depths and image types that can be provided in future extensions of GIL</li><li>The second version is as efficient as the hand-coded version</li></ul>
<p>
It is also very flexible. For example, to compute the histogram of the second channel of the top left quadrant of the image, taking every other row and column, call:<p>
<div class="fragment"><pre class="fragment">grayimage_histogram(
nth_channel_view(
subsampled_view(
subimage_view(img, 0,0, img.width()/2,img.height()/2), <span class="comment">// upper left quadrant</span>
2, 2 <span class="comment">// skip every other row and column</span>
),
1 <span class="comment">// index of the second channel (for example, green for RGB)</span>
),
hist
);
</pre></div><p>
Note that no extra memory is allocated and no images are copied - GIL operates on the source pixels of <code>img</code> directly. </div>
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