2-3 September 2021
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Copyright Statement: This is an open access article licensed under a Creative Commons Attribution 4.0 International License, which permits unrestricted use, distribution, and reproduction in any medium, even commercially as long as the original work is properly cited.
Recognition of Image in Different Cameras using an Improved Algorithm in Viola-Jones
Digital Object Identifier (DOI) : 10.14569/IJACSA.2020.0110326
Article Published in International Journal of Advanced Computer Science and Applications(IJACSA), Volume 11 Issue 3, 2020.
Abstract: Technological evolution through computer tools has given rise to tasks of impossible recognition for an ordinary man, but at the same time favorable for the safety of people. Deep learning is considered a tool that uses images and video to detect and interpret real-world scenes. Therefore, it is necessary to validate the application of an algorithm with different cameras for the recognition of people, being a contribution to surveillance in domestic environments and of companies. In this research, an algorithm is presented that, through a camera, allows to detect the image of a person. The objective of this research is to validate the process in the recognition of the image with four cameras through the application of the improved algorithm Viola-Jones. The validation was carried out through a mathematical analysis, which allowed us to base the recognition of the image using four different cameras. As a result of the study, an effective and functional validation was obtained, about the results achieved with the application of the algorithm, using the four cameras and effective in the speed-based recognition concerning the different tests performed on the capture and recognition of each image, reducing the recognition time and optimizing the software and hardware used.
Keywords: Algorithm; video surveillance; cameras; image of a person
Washington Garcia-Quilachamin and Luzmila Pro - Concepción, “Recognition of Image in Different Cameras using an Improved Algorithm in Viola-Jones” International Journal of Advanced Computer Science and Applications(IJACSA), 11(3), 2020. http://dx.doi.org/10.14569/IJACSA.2020.0110326
@article{Garcia-Quilachamin2020,
title = {Recognition of Image in Different Cameras using an Improved Algorithm in Viola-Jones},
journal = {International Journal of Advanced Computer Science and Applications},
doi = {10.14569/IJACSA.2020.0110326},
url = {http://dx.doi.org/10.14569/IJACSA.2020.0110326},
year = {2020},
publisher = {The Science and Information Organization},
volume = {11},
number = {3},
author = {Washington Garcia-Quilachamin and Luzmila Pro - Concepción}
}
