May 2019
Intermediate to advanced
452 pages
12h 16m
English
Content preview from Hands-On GPU Computing with Python
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Real-time segmentation of sports players
The following research paper is discussed in this section: Real-time GPU color-based segmentation of football players, M A Laborda, E F Moreno, J M Rincón, and J E Jaraba (2011), Journal of Real-Time Image Processing, 7(4), 267-279, doi:10.1007/s11554-011-0194-9.
GPUs can be used in different kinds of sports. Here, we are sharing an example for the game of football. Please note we aren't talking about the popular EA FIFA video game here, but actual football players!
The objective of this project was to work in real time under an uncontrolled environment of a sport event, such as a live football match. A Gaussian mixture model (GMM) was applied as a segmentation paradigm to identify football players ...
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