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APCP Image Processing Demos
- 1.0466336 - ÚTIA 2017 RIV CZ eng L - Prototype, f. module
Pohl, Zdeněk
APCP Image Processing Demos.
Internal code: apcp-demos ; 2016
Technical parameters: detekce pohybu hran, segmentace, detekce objektu, vse v obraze kamery python1300
Economic parameters: dema pro apcp platformu
R&D Projects: GA MŠMT 7H14004
Keywords : motion detection * background subtraction * obejct detection * python1300 camera * Zynq FPGA * Trenz
Subject RIV: IN - Informatics, Computer Science
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.
Permanent Link: http://hdl.handle.net/11104/0265784
Number of the records: 1