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Histogram of oriented gradients (HOG) is a feature descriptor used to detect objects in computer vision and image processing. The HOG descriptor technique counts occurrences of gradient orientation in localized portions of an image - detection window, or region of interest (ROI).

Implementation of the HOG descriptor algorithm is as follows:

Divide the image into small connected regions called cells, and for each cell compute a histogram of gradient directions or edge orientations for the pixels within the cell.

Discretize each cell into angular bins according to the gradient orientation.

Each cell's pixel contributes weighted gradient to its corresponding angular bin.

Groups of adjacent cells are considered as spatial regions called blocks. The grouping of cells into a block is the basis for grouping and normalization of histograms.

Normalized group of histograms represents the block histogram. The set of these block histograms represents the descriptor.

Habilidades: Mathlab y Mathematica, PHP, Arquitectura de software

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Información del empleador:
( 0 comentarios ) United States

ID de proyecto: #12126013

7 los freelancers están ofertando un promedio de $66 para este trabajo.

yogeshssanwal

I am Yogesh sanwal, 5+ years experienced inwebsite and e-commerce development using PHP/MySQL. Take a look to my last work: [url removed, login to view] [url removed, login to view] [url removed, login to view] http://ww Más

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maxpl

Hi, Im web developer from Poland, I have 5+ years of experience in webdesign/ development, WordPress, OperCart, E-commerce, obile Development, SEO and I have done number of projects. I can handle project indep Más

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aminariaz

sir i can help u with this project i have done masters in computer engg with specilization in image processing and pattern recognition this is a dummy bid i can give u an exact estimate after we discuss the project hop Más

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arsher

I have used HOG in my own project and I know it in detail. You can contact me for quality work in reasonable price.

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aliraxa14

hi how much time you have for this ? i have done work on like these project. Any other detail if you want to share ???

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