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Efficient techniques for particle sampling based on the Genetic Algorithm and for computation of the region-based likelihood function using the integral image are proposed.
Using the Integral Image, any sum of luminance within a rectangle can be calculated from II using four array references (Figure 4).
In addition, Bradley and Roth [29] introduce spatial variations in lighting and propose a real-time adaptive thresholding technique which has strong robustness to lighting changes in the image by using the integral image of the input.
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HWDM uses the integral image concept.
Hence, we can also use the integral image data structure to reduce the computational cost of computing local histograms needed by AHE.
Images were captured digitally using the integral LSM software.
The obtained data were analyzed using the "integral mode".
CDF were generated using the integral function in Prism.
Densitometry is reported using the integral optical density value (IOD).
Each feature component i is used to generate the integral image A uv (i) (bottom left) and the crossed product between features i and j is used to calculate the second order integral images B uv (i,j).
Thereafter, the integral image uses seven operations to add the feature values for the weak classifier when the weak classifier is a two-rectangle feature, which entails the least number of operations.
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