Merge pull request #2473 from euphrat:mog2_weight_bugfix
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68c57a1e82
@ -489,7 +489,7 @@ namespace cv { namespace gpu { namespace device
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{
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//need only weight if fit is found
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float weight = alpha1 * gmm_weight(mode * frame.rows + y, x) + prune;
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int swap_count = 0;
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//fit not found yet
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if (!fitsPDF)
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{
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@ -540,6 +540,7 @@ namespace cv { namespace gpu { namespace device
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if (weight < gmm_weight((i - 1) * frame.rows + y, x))
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break;
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swap_count++;
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//swap one up
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swap(gmm_weight, x, y, i - 1, frame.rows);
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swap(gmm_variance, x, y, i - 1, frame.rows);
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@ -557,7 +558,7 @@ namespace cv { namespace gpu { namespace device
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nmodes--;
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}
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gmm_weight(mode * frame.rows + y, x) = weight; //update weight by the calculated value
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gmm_weight((mode - swap_count) * frame.rows + y, x) = weight; //update weight by the calculated value
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totalWeight += weight;
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}
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@ -376,7 +376,7 @@ __kernel void mog2_kernel(__global T_FRAME * frame, __global int* fgmask, __glob
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for (int mode = 0; mode < nmodes; ++mode)
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{
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float _weight = alpha1 * weight[(mode * frame_row + y) * weight_step + x] + prune;
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int swap_count = 0;
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if (!fitsPDF)
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{
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float var = variance[(mode * frame_row + y) * var_step + x];
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@ -404,6 +404,7 @@ __kernel void mog2_kernel(__global T_FRAME * frame, __global int* fgmask, __glob
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{
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if (_weight < weight[((i - 1) * frame_row + y) * weight_step + x])
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break;
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swap_count++;
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swap(weight, x, y, i - 1, frame_row, weight_step);
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swap(variance, x, y, i - 1, frame_row, var_step);
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#if defined (CN1)
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@ -421,7 +422,7 @@ __kernel void mog2_kernel(__global T_FRAME * frame, __global int* fgmask, __glob
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nmodes--;
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}
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weight[(mode * frame_row + y) * weight_step + x] = _weight; //update weight by the calculated value
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weight[((mode - swap_count) * frame_row + y) * weight_step + x] = _weight; //update weight by the calculated value
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totalWeight += _weight;
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}
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@ -319,7 +319,7 @@ struct MOG2Invoker : ParallelLoopBody
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for( int mode = 0; mode < nmodes; mode++, mean_m += nchannels )
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{
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float weight = alpha1*gmm[mode].weight + prune;//need only weight if fit is found
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int swap_count = 0;
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////
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//fit not found yet
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if( !fitsPDF )
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@ -384,6 +384,7 @@ struct MOG2Invoker : ParallelLoopBody
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if( weight < gmm[i-1].weight )
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break;
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swap_count++;
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//swap one up
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std::swap(gmm[i], gmm[i-1]);
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for( int c = 0; c < nchannels; c++ )
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@ -401,7 +402,7 @@ struct MOG2Invoker : ParallelLoopBody
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nmodes--;
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}
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gmm[mode].weight = weight;//update weight by the calculated value
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gmm[mode-swap_count].weight = weight;//update weight by the calculated value
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totalWeight += weight;
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}
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//go through all modes
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