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Optoelectronic Devices Fusion in Machine Vision Applications

Optoelectronic Devices Fusion in Machine Vision Applications

Wendy Flores-Fuentes (Autonomous University of Baja California, Mexico), Moises Rivas-Lopez (Autonomous University of Baja California, Mexico), Daniel Hernandez-Balbuena (Autonomous University of Baja California, Mexico), Oleg Sergiyenko (Autonomous University of Baja California, Mexico), Julio Cesar Rodriguez-Quiñonez (Autonomous University of Baja California, Mexico), Javier Rivera-Castillo (Autonomous University of Baja California, Mexico), Lars Lindner (Autonomous University of Baja California, Mexico), Luis C. Basaca-Preciado (Centro de Enseñanza Técnica y Superior (CETYS), Mexico), Fabian N. Murrieta-Rico (Autonomous University of Baja California, Mexico), and Felix F. Gonzalez-Navarro (Autonomous University of Baja California, Mexico)
Copyright: © 2021 |Pages: 36
DOI: 10.4018/978-1-7998-6522-3.ch001
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Abstract

This chapter presents the application of optoelectronic devices fusion as the base for those systems with non-linear behavior supported by artificial intelligence techniques, which require the use of information from various sensors for pattern recognition to produce an enhanced output. It also included a deep survey to define the state of the art in industrial applications following this tendency to identify and recognize the most used optoelectronic sensors, interconnectivity, raw data collection, data processing and interpretation, data fusion, intelligent decision algorithms, software and hardware instrumentation and control. Finally, it exemplifies how these technologies implemented in the industry can also be useful for other kinds of sector applications.
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Background

Optoelectronics is the study of any devices that produce an electrically-induced optical output or an optically-induced electrical output and the techniques for controlling such devices (Marston, 1999), it includes generation, transmission, routing, and detection of optoelectronic signals in a widespread of applications (Dagenais, 1995). Wherever light is used to transmit information, tiny semiconductor devices are needed to transfer electrical current into optical signals and vice versa. Examples include light-emitting diodes, photodetectors and laser diodes (Piprek, 2003).

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