Abstract
Over the years, the development of artificial intelligence has influenced the fact that the algorithms applied in video devices are renewed every day in their object detection area, such as pattern recognition for detecting an object, image, person. This research aims to identify the algorithms for detecting people's image through artificial vision, and its application focused on energy management in air conditioners. The following research questions were established: Q1: How many studies refer to algorithms based on detecting a person's image? Q2: How many studies refer to energy management in air conditioners based on artificial vision? Q3: Are there artificial vision techniques for the automatic turning on and off a device? Q4: What types of algorithms in detecting a person's image based on artificial vision exist today? The search for information was based on research criteria related to the topic developed in four virtual libraries. This research criterion includes 213 relevant studies, including 46 that were of interest for developing the research. This research's results determine that the viola-jones algorithm shows greater effectiveness with 91.5% in relation to the other algorithms, followed by the HOG algorithm with 90.29% effectiveness. Considering the different efficiency parameters established in this study, we can conclude that this algorithm can be used in various applications, security, energy management, video surveillance and environment.
Highlights
There are currently laws that collaborate in the preservation and proper use of energy to extend the useful life of the components involved, reduce consumption costs, and generate positive changes to the problem of excessive use of the planet's nonrenewable, natural resources
The following research questions were established: Q1: How many studies refer to algorithms based on the detection of a person's image? Q2: How many studies refer to energy management in air conditioners based on artificial vision? Q3: Are there artificial vision techniques for the automatic switching on and off a device? Q4: What types of algorithms in detecting a person's image based on an artificial vision that exists today?
As an effort to achieve the purpose of this research, the following questions are established: Q1: How many studies refer to algorithms based on the detection of the image of a person?, Q2: How many studies refer to energy management in air conditioners based on artificial vision?, Q3: Are there artificial vision techniques for the automatic switching on and off of a device?, and Q4: What types of algorithms in detecting a person's image based on artificial vision exist today?
Summary
There are currently laws that collaborate in the preservation and proper use of energy to extend the useful life of the components involved, reduce consumption costs, and generate positive changes to the problem of excessive use of the planet's nonrenewable, natural resources. Is a higher demand for electrical energy. These factors cause excessive consumption of it, which becomes a problem through people's misuse of electrical equipment. Energy management is conceived as an organized and structured effort to achieve maximum efficiency in the supply, conversion, and energy resources usage. [1] [2] [3] That is, to achieve a more rational use of energy, which allows reducing its consumption without affecting comfort, productivity, quality of services, and, in general, without lowering the standard of living Energy management is conceived as an organized and structured effort to achieve maximum efficiency in the supply, conversion, and energy resources usage. [1] [2] [3] That is, to achieve a more rational use of energy, which allows reducing its consumption without affecting comfort, productivity, quality of services, and, in general, without lowering the standard of living
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