APCP Image Processing Demos

0466336 - ÚTIA 2017 RIV CZ eng L - Prototyp, funkční vzorek
Pohl, Zdeněk
APCP Image Processing Demos.
Interní kód: apcp-demos ; 2016
Technické parametry: detekce pohybu hran, segmentace, detekce objektu, vse v obraze kamery python1300
Ekonomické parametry: dema pro apcp platformu
Grant CEP: GA MŠMT 7H14004
Klíčová slova: motion detection * background subtraction * obejct detection * python1300 camera * Zynq FPGA * Trenz
Kód oboru RIV: IN - Informatika
http://sp.utia.cz/index.php?ids=results&id=imgproc

Three demo applications implemented for ALMARVI Python Camera Platform. Each demo shows one example of hardware accelerated video processing algorithm.
As the first algorithm was chosen simple motion detection algorithm which uses Sobel filter on two consecutive frames of video and compares detected edges. The second algorithm is a background subtraction based on Gaussian Mixture-based background/Fore-ground Segmentation Algorithm. Its source is available in OpenCV library. It was simplified and modified to be synthesizable by Vivado HLS. The last one is the algorithm for object detection. We have used Cascade Classifier algorithm which is available in sources in OpenCV 2.4 library. The sources were also modified to be synthesizable by Vivado HLS. Only the detection process was hardware accelerated in FPGA.
Trvalý link: http://hdl.handle.net/11104/0265784