A portrait photo-to-tattoo transform based on digital tattooing

Tattooing portraits of loved ones is a popular form of love expression and tribute. Tattooing portraits is complicated and challenging because of detailed facial expressions and unique characters of each person. Currently, it is hard for clients to give clear instructions on tattoo designs to tattoo...

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Main Authors: Xu, Xingpeng, Matkowski, Wojciech Michal, Kong, Adams Wai Kin
Other Authors: School of Computer Science and Engineering
Format: Article
Language:English
Published: 2022
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Online Access:https://hdl.handle.net/10356/162013
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1620132022-09-29T05:23:19Z A portrait photo-to-tattoo transform based on digital tattooing Xu, Xingpeng Matkowski, Wojciech Michal Kong, Adams Wai Kin School of Computer Science and Engineering Engineering::Computer science and engineering Image Processing Computer Graphics Tattooing portraits of loved ones is a popular form of love expression and tribute. Tattooing portraits is complicated and challenging because of detailed facial expressions and unique characters of each person. Currently, it is hard for clients to give clear instructions on tattoo designs to tattooists, because there is no effective way to see a portrait tattoo before putting it on the body. In this paper, an algorithm which transforms a given portrait photo to a portrait tattoo is proposed. It takes a portrait photo, a reference portrait tattoo image, a skin image and a set of parameters as inputs. The portrait photo is the person’s face whom the client wants to put on his/her skin. The reference portrait tattoo image is used to control the color and style of the synthetic portrait tattoo. The skin image is taken from the skin region where the client wants to tattoo. By adjusting the parameters, portrait tattoos with different characteristics can be generated. The proposed algorithm uses a series of tailor-made image processing methods and a digital tattoo needle model to perform digital tattooing on the skin image. Comparing with the state-of-the-art style transfer methods, the proposed algorithm produces more realistic portrait tattoos. Ministry of Education (MOE) This work is partially supported by the Ministry of Education, Singapore through Academic Research Fund Tier 1, RG30/17 (S). 2022-09-29T05:23:19Z 2022-09-29T05:23:19Z 2020 Journal Article Xu, X., Matkowski, W. M. & Kong, A. W. K. (2020). A portrait photo-to-tattoo transform based on digital tattooing. Multimedia Tools and Applications, 79(33-34), 24367-24392. https://dx.doi.org/10.1007/s11042-020-09101-3 1380-7501 https://hdl.handle.net/10356/162013 10.1007/s11042-020-09101-3 2-s2.0-85087637563 33-34 79 24367 24392 en RG30/17 (S) Multimedia Tools and Applications © 2020 Springer Science+Business Media, LLC, part of Springer Nature. All rights reserved.
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Engineering::Computer science and engineering
Image Processing
Computer Graphics
spellingShingle Engineering::Computer science and engineering
Image Processing
Computer Graphics
Xu, Xingpeng
Matkowski, Wojciech Michal
Kong, Adams Wai Kin
A portrait photo-to-tattoo transform based on digital tattooing
description Tattooing portraits of loved ones is a popular form of love expression and tribute. Tattooing portraits is complicated and challenging because of detailed facial expressions and unique characters of each person. Currently, it is hard for clients to give clear instructions on tattoo designs to tattooists, because there is no effective way to see a portrait tattoo before putting it on the body. In this paper, an algorithm which transforms a given portrait photo to a portrait tattoo is proposed. It takes a portrait photo, a reference portrait tattoo image, a skin image and a set of parameters as inputs. The portrait photo is the person’s face whom the client wants to put on his/her skin. The reference portrait tattoo image is used to control the color and style of the synthetic portrait tattoo. The skin image is taken from the skin region where the client wants to tattoo. By adjusting the parameters, portrait tattoos with different characteristics can be generated. The proposed algorithm uses a series of tailor-made image processing methods and a digital tattoo needle model to perform digital tattooing on the skin image. Comparing with the state-of-the-art style transfer methods, the proposed algorithm produces more realistic portrait tattoos.
author2 School of Computer Science and Engineering
author_facet School of Computer Science and Engineering
Xu, Xingpeng
Matkowski, Wojciech Michal
Kong, Adams Wai Kin
format Article
author Xu, Xingpeng
Matkowski, Wojciech Michal
Kong, Adams Wai Kin
author_sort Xu, Xingpeng
title A portrait photo-to-tattoo transform based on digital tattooing
title_short A portrait photo-to-tattoo transform based on digital tattooing
title_full A portrait photo-to-tattoo transform based on digital tattooing
title_fullStr A portrait photo-to-tattoo transform based on digital tattooing
title_full_unstemmed A portrait photo-to-tattoo transform based on digital tattooing
title_sort portrait photo-to-tattoo transform based on digital tattooing
publishDate 2022
url https://hdl.handle.net/10356/162013
_version_ 1745574659377594368