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kl3m3n's blog

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Human detection in LabVIEW using histogram of oriented gradients with OpenCV

Klemen
Active Participant

Hello,

i have prepared and tested an implementation of HOG for human detection in LabView using OpenCV. The program is a good starting point to develop your own application for human detection. Don't forget, you can also train your own HOG descriptors for even more personalized application (please search online for more information, since there are some good examples of this). I plan to test the same code in Labview, but with GPU (nvidia) support (also OpencCV) and a live video stream, but i am currentlly having issues with my graphics card.

Here is the sample result of the image i got online (i hope i am not in violation of any copyrights 😞

hog_openCV_FP.jpg

I am also attaching the c++ source code, the dll and a LV2010 sample program. Code is compiled with VS2010 x86 and OpenCV 2.4.5. Add  "...\opencv\build\x86\vc10\bin" to system path or recompile the source code yourself.

Be creative.

Best regards,

K


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