Teaching Real-Time Video Processing Theory by Using an FPGA-Based Educational System and the "Learning-by-Doing" Method

被引:5
|
作者
Guzman-Ramirez, Enrique [1 ]
Garcia, Ivan [2 ]
Gonzalez, Carlos [1 ]
Mendoza-Manzano, Manuel [1 ]
机构
[1] Univ Tecnol Mixteca, Elect Inst, Huajuapan De Leon, Oaxaca, Mexico
[2] Univ Tecnol Mixteca, Postgrad Div, Huajuapan De Leon, Oaxaca, Mexico
关键词
FPGA-based educational systems; real-time video processing; engineering education; learning-by-doing; process improvement; ENGINEERING-EDUCATION; DESIGN; PLATFORM; TOOL; SEGMENTATION; SIMULATION; PARADIGM; PROJECT; GPU; LAB;
D O I
10.1002/cae.21805
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
In the present study, we introduce a FPGA-based educational system called RELI-EVA (REconfigurable-Logic-based system for Implementation and Evaluation of real-time Video processing and analysis of Algorithms), which has been integrated into a Computer and Electronic Engineering course by following the "learning-by-doing" approach. Therefore, the aim of this system is to provide engineering students with an intuitive tool in order to understand the main algorithms for real-time video processing and create and test some new algorithms before their real implementation in physical systems. Moreover, with the aim of demonstrating the potential of the developed FPGA-based system, the development of a practical example for edge detection is presented in order to support the theoretical basis of real-time video processing. Additionally, a qualitative research method was followed to evaluate the proposed tool. A high percentage of the surveyed students corroborated the success of RELI-EVA as part of an engineering course. (c) 2017 Wiley Periodicals, Inc.
引用
收藏
页码:376 / 391
页数:16
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