Bio-Inspired Optimization of a Fuzzy System Inference for the Generation of Psychedelic Effects in Digital Images
The generation of effects on digital images through computers has created a new age for different artistic trends. Particularly, the digital age has had a remarkable impact on psychedelic art. In this paper we propose a fuzzy inference system for color manipulation in digital images with the purpose...
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Universidad Antonio Nariño
2021
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| author | Rodríguez, Linda Ponce, Iván Espitia, Helbert |
| author_facet | Rodríguez, Linda Ponce, Iván Espitia, Helbert |
| author_sort | Rodríguez, Linda |
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| description | The generation of effects on digital images through computers has created a new age for different artistic trends. Particularly, the digital age has had a remarkable impact on psychedelic art. In this paper we propose a fuzzy inference system for color manipulation in digital images with the purpose of modifying their artistic style. The proposed system aims to create a combination of different colors to generate a new visual sensation, much like the current psychedelic art. The proposed system is divided into two parts. The first part of the method consists in the creation of a fuzzy logic system that, through fuzzy sets, and rules of change generates color images that produced this psychedelic effect. In the second part, the differential evolution algorithm optimizes parameters of the proposed inference system and adjusts the results to the psychedelic art style used. |
| format | info:eu-repo/semantics/publishedVersion |
| id | repositorio.uan.edu.co-123456789-3943 |
| institution | Repositorio Digital UAN |
| language | spa |
| publishDate | 2021 |
| publisher | Universidad Antonio Nariño |
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| spelling | repositorio.uan.edu.co-123456789-39432024-10-09T22:35:38Z Bio-Inspired Optimization of a Fuzzy System Inference for the Generation of Psychedelic Effects in Digital Images Optimización Bio-Inspirada de un Sistema de Inferencia Difusa para la Generación de Efectos Psicodélicos en Imágenes Digitales Rodríguez, Linda Ponce, Iván Espitia, Helbert Evolutionary art colorimetry fuzzy logic fuzzy sets image processing optimization Arte evolutivo colorimetría conjuntos difusos lógica difusa procesamiento de imágenes optimización The generation of effects on digital images through computers has created a new age for different artistic trends. Particularly, the digital age has had a remarkable impact on psychedelic art. In this paper we propose a fuzzy inference system for color manipulation in digital images with the purpose of modifying their artistic style. The proposed system aims to create a combination of different colors to generate a new visual sensation, much like the current psychedelic art. The proposed system is divided into two parts. The first part of the method consists in the creation of a fuzzy logic system that, through fuzzy sets, and rules of change generates color images that produced this psychedelic effect. In the second part, the differential evolution algorithm optimizes parameters of the proposed inference system and adjusts the results to the psychedelic art style used. La generación de efectos en imágenes digitales a través de los computadores se ha convertido en una nueva era para distintas corrientes artísticas. En particular, la era digital ha tenido un impacto notable en el arte psicodélico. En este artículo proponemos un sistema de inferencia difusa para la manipulación del color en imágenes digitales con el propósito de modificar su estilo artístico. El sistema propuesto tiene como objetivo generar una combinación de colores diferente que genere una nueva sensación visual, como lo pretende la corriente de arte psicodélico. El sistema propuesto está divido en dos partes. La primera parte del método consiste en un sistema de lógica difusa que a través de conjuntos difusos y reglas la modificación de color genera como resultado imágenes cuyos colores producen este efecto psicodélico. En la segunda parte, se utiliza el algoritmo de evolución diferencial para optimizar parámetros del sistema de inferencia propuesto y ajustar los resultados al estilo de arte psicodélico. 2021-06-16T13:53:10Z 2021-06-16T13:53:10Z 2014-09-08 info:eu-repo/semantics/publishedVersion http://purl.org/coar/resource_type/c_6501 info:eu-repo/semantics/article http://purl.org/coar/version/c_970fb48d4fbd8a85 http://revistas.uan.edu.co/index.php/ingeuan/article/view/373 http://repositorio.uan.edu.co/handle/123456789/3943 spa http://revistas.uan.edu.co/index.php/ingeuan/article/view/373/313 Acceso abierto Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0) https://creativecommons.org/licenses/by-nc-sa/4.0/ info:eu-repo/semantics/openAccess http://purl.org/coar/access_right/c_abf2 application/pdf Universidad Antonio Nariño 2346-1446 2145-0935 INGE@UAN - TENDENCIAS EN LA INGENIERÍA; Vol. 4 Núm. 8 (2014) |
| spellingShingle | Evolutionary art colorimetry fuzzy logic fuzzy sets image processing optimization Arte evolutivo colorimetría conjuntos difusos lógica difusa procesamiento de imágenes optimización Rodríguez, Linda Ponce, Iván Espitia, Helbert Bio-Inspired Optimization of a Fuzzy System Inference for the Generation of Psychedelic Effects in Digital Images |
| title | Bio-Inspired Optimization of a Fuzzy System Inference for the Generation of Psychedelic Effects in Digital Images |
| title_full | Bio-Inspired Optimization of a Fuzzy System Inference for the Generation of Psychedelic Effects in Digital Images |
| title_fullStr | Bio-Inspired Optimization of a Fuzzy System Inference for the Generation of Psychedelic Effects in Digital Images |
| title_full_unstemmed | Bio-Inspired Optimization of a Fuzzy System Inference for the Generation of Psychedelic Effects in Digital Images |
| title_short | Bio-Inspired Optimization of a Fuzzy System Inference for the Generation of Psychedelic Effects in Digital Images |
| title_sort | bio inspired optimization of a fuzzy system inference for the generation of psychedelic effects in digital images |
| topic | Evolutionary art colorimetry fuzzy logic fuzzy sets image processing optimization Arte evolutivo colorimetría conjuntos difusos lógica difusa procesamiento de imágenes optimización |
| url | http://revistas.uan.edu.co/index.php/ingeuan/article/view/373 http://repositorio.uan.edu.co/handle/123456789/3943 |
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