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Multilevel Color Transfer on Images for Providing an Artistic Sight of the World | IEEE Journals & Magazine | IEEE Xplore

Multilevel Color Transfer on Images for Providing an Artistic Sight of the World


Processing blocks in the framework for multilevel color transfer on images. The color palette of a recognized artwork of the Fauve movement is mapped to the input image, ...

Abstract:

This paper represents a twofold approach. On the one hand, we introduce a simple method that encompasses an ensemble of image processing algorithms with a multilevel colo...Show More

Abstract:

This paper represents a twofold approach. On the one hand, we introduce a simple method that encompasses an ensemble of image processing algorithms with a multilevel color transfer approach at its core. On the other hand, the method is applied for providing an artistic look to standard images. The approach proposes a multilevel color transfer in a chromatic channel of the CIELAB color space. Once converted from red, green and blue, a specific channel on both images, input and target (reference), is thresholded in a number of levels. Later, the color transfer is performed between regions from corresponding levels using a classical color transfer method. In the application phase, the color palette of a recognized artwork of the Fauve movement is mapped to the input image, emulating the sight of the artist, characterized by the use of vivid colors. Filtering techniques are applied to the outcome, in order to emulate the basic brushstrokes of the artist. Experimental results are shown, visualizing and comparing the input images with the outcomes.
Processing blocks in the framework for multilevel color transfer on images. The color palette of a recognized artwork of the Fauve movement is mapped to the input image, ...
Published in: IEEE Access ( Volume: 5)
Page(s): 15390 - 15399
Date of Publication: 26 July 2017
Electronic ISSN: 2169-3536

Funding Agency:

Author image of Victor H. Jimenez-Arredondo
DICIS Salamanca, University of Guanajuato, Guanajuato, Mexico
Victor H. Jimenez-Arredondo received the bachelor’s degree in graphic design from De La Salle University, Mexico, and the Master of Arts and Doctor of Arts degrees from the University of Guanajuato, Mexico, in 2011 and 2016, respectively. His research interests include the analysis of visual and digital contemporary languages of arts, in addition to subjects related to forms of education in arts.
Victor H. Jimenez-Arredondo received the bachelor’s degree in graphic design from De La Salle University, Mexico, and the Master of Arts and Doctor of Arts degrees from the University of Guanajuato, Mexico, in 2011 and 2016, respectively. His research interests include the analysis of visual and digital contemporary languages of arts, in addition to subjects related to forms of education in arts.View more
Author image of Jonathan Cepeda-Negrete
DICIS Salamanca, University of Guanajuato, Guanajuato, Mexico
Jonathan Cepeda-Negrete received the bachelor’s degree in engineering of communications and electronics, the master’s degree in electrical engineering, and the Ph.D. degree in electrical engineering from the University of Guanajuato, Mexico, in 2011, 2012, and 2016, respectively. His current research interests include computer vision applications, mainly color image processing, pattern recognition, and computer graphics.
Jonathan Cepeda-Negrete received the bachelor’s degree in engineering of communications and electronics, the master’s degree in electrical engineering, and the Ph.D. degree in electrical engineering from the University of Guanajuato, Mexico, in 2011, 2012, and 2016, respectively. His current research interests include computer vision applications, mainly color image processing, pattern recognition, and computer graphics.View more
Author image of Raul E. Sanchez-Yanez
DICIS Salamanca, University of Guanajuato, Guanajuato, Mexico
Raul E. Sanchez-Yanez received the B.Eng. degree in electronics and the master’s degree in electrical engineering from the University of Guanajuato, and the D.Sc. degree in optics from the Centro de Investigaciones en Óptica, Leon, Mexico, in 2002. He has been a full-time Professor with the Engineering Division of the Irapuato-Salamanca Campus, University of Guanajuato, since 2003. His main research interests include colo...Show More
Raul E. Sanchez-Yanez received the B.Eng. degree in electronics and the master’s degree in electrical engineering from the University of Guanajuato, and the D.Sc. degree in optics from the Centro de Investigaciones en Óptica, Leon, Mexico, in 2002. He has been a full-time Professor with the Engineering Division of the Irapuato-Salamanca Campus, University of Guanajuato, since 2003. His main research interests include colo...View more

Author image of Victor H. Jimenez-Arredondo
DICIS Salamanca, University of Guanajuato, Guanajuato, Mexico
Victor H. Jimenez-Arredondo received the bachelor’s degree in graphic design from De La Salle University, Mexico, and the Master of Arts and Doctor of Arts degrees from the University of Guanajuato, Mexico, in 2011 and 2016, respectively. His research interests include the analysis of visual and digital contemporary languages of arts, in addition to subjects related to forms of education in arts.
Victor H. Jimenez-Arredondo received the bachelor’s degree in graphic design from De La Salle University, Mexico, and the Master of Arts and Doctor of Arts degrees from the University of Guanajuato, Mexico, in 2011 and 2016, respectively. His research interests include the analysis of visual and digital contemporary languages of arts, in addition to subjects related to forms of education in arts.View more
Author image of Jonathan Cepeda-Negrete
DICIS Salamanca, University of Guanajuato, Guanajuato, Mexico
Jonathan Cepeda-Negrete received the bachelor’s degree in engineering of communications and electronics, the master’s degree in electrical engineering, and the Ph.D. degree in electrical engineering from the University of Guanajuato, Mexico, in 2011, 2012, and 2016, respectively. His current research interests include computer vision applications, mainly color image processing, pattern recognition, and computer graphics.
Jonathan Cepeda-Negrete received the bachelor’s degree in engineering of communications and electronics, the master’s degree in electrical engineering, and the Ph.D. degree in electrical engineering from the University of Guanajuato, Mexico, in 2011, 2012, and 2016, respectively. His current research interests include computer vision applications, mainly color image processing, pattern recognition, and computer graphics.View more
Author image of Raul E. Sanchez-Yanez
DICIS Salamanca, University of Guanajuato, Guanajuato, Mexico
Raul E. Sanchez-Yanez received the B.Eng. degree in electronics and the master’s degree in electrical engineering from the University of Guanajuato, and the D.Sc. degree in optics from the Centro de Investigaciones en Óptica, Leon, Mexico, in 2002. He has been a full-time Professor with the Engineering Division of the Irapuato-Salamanca Campus, University of Guanajuato, since 2003. His main research interests include color and texture analysis for computer vision tasks, and the computational intelligence applications in feature extraction and decision making.
Raul E. Sanchez-Yanez received the B.Eng. degree in electronics and the master’s degree in electrical engineering from the University of Guanajuato, and the D.Sc. degree in optics from the Centro de Investigaciones en Óptica, Leon, Mexico, in 2002. He has been a full-time Professor with the Engineering Division of the Irapuato-Salamanca Campus, University of Guanajuato, since 2003. His main research interests include color and texture analysis for computer vision tasks, and the computational intelligence applications in feature extraction and decision making.View more

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