Simulation of text tattoo for text tattoo detection
Tattoo is considered as a soft biometric trait and tattoo studies usually focus on tattoo detection and recognition for forensic applications. However, limited number of real text tattoo images may affect the accuracy of tattoo detection and recognition. Hence, in this project, we first generate pur...
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| Other Authors: | |
| Format: | Final Year Project (FYP) |
| Language: | English |
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Nanyang Technological University
2021
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| Online Access: | https://hdl.handle.net/10356/148117 |
| _version_ | 1826120908362743808 |
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| author | Li, Yuting |
| author2 | Kong Wai-Kin Adams |
| author_facet | Kong Wai-Kin Adams Li, Yuting |
| author_sort | Li, Yuting |
| collection | NTU |
| description | Tattoo is considered as a soft biometric trait and tattoo studies usually focus on tattoo detection and recognition for forensic applications. However, limited number of real text tattoo images may affect the accuracy of tattoo detection and recognition. Hence, in this project, we first generate pure text images and then experiment with simulation of text tattoo images for text tattoo detection. It takes a pure text image, an input skin image with its skin segmentation result, a manual selection of a large quadrilateral from the skin area in the input skin image, and some parameters as input. Then we apply digital tattooing based on the digital tattooing algorithm for portrait tattoo proposed in a related work. During the process, we randomly generate a skin mask based on the manual selection of the large quadrilateral from the skin area. The colour of the tattoo text is randomly selected from a colour pool obtained from the input skin image. Different parameters are also adjusted to ensure visibility of tattoo text and make the simulated text tattoo more realistic compared with the real text tattoo images. |
| first_indexed | 2024-10-01T05:24:07Z |
| format | Final Year Project (FYP) |
| id | ntu-10356/148117 |
| institution | Nanyang Technological University |
| language | English |
| last_indexed | 2024-10-01T05:24:07Z |
| publishDate | 2021 |
| publisher | Nanyang Technological University |
| record_format | dspace |
| spelling | ntu-10356/1481172021-04-23T14:58:07Z Simulation of text tattoo for text tattoo detection Li, Yuting Kong Wai-Kin Adams School of Computer Science and Engineering AdamsKong@ntu.edu.sg Engineering::Computer science and engineering Tattoo is considered as a soft biometric trait and tattoo studies usually focus on tattoo detection and recognition for forensic applications. However, limited number of real text tattoo images may affect the accuracy of tattoo detection and recognition. Hence, in this project, we first generate pure text images and then experiment with simulation of text tattoo images for text tattoo detection. It takes a pure text image, an input skin image with its skin segmentation result, a manual selection of a large quadrilateral from the skin area in the input skin image, and some parameters as input. Then we apply digital tattooing based on the digital tattooing algorithm for portrait tattoo proposed in a related work. During the process, we randomly generate a skin mask based on the manual selection of the large quadrilateral from the skin area. The colour of the tattoo text is randomly selected from a colour pool obtained from the input skin image. Different parameters are also adjusted to ensure visibility of tattoo text and make the simulated text tattoo more realistic compared with the real text tattoo images. Bachelor of Engineering (Computer Engineering) 2021-04-23T14:58:06Z 2021-04-23T14:58:06Z 2021 Final Year Project (FYP) Li, Y. (2021). Simulation of text tattoo for text tattoo detection. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/148117 https://hdl.handle.net/10356/148117 en SCSE20-0240 application/pdf Nanyang Technological University |
| spellingShingle | Engineering::Computer science and engineering Li, Yuting Simulation of text tattoo for text tattoo detection |
| title | Simulation of text tattoo for text tattoo detection |
| title_full | Simulation of text tattoo for text tattoo detection |
| title_fullStr | Simulation of text tattoo for text tattoo detection |
| title_full_unstemmed | Simulation of text tattoo for text tattoo detection |
| title_short | Simulation of text tattoo for text tattoo detection |
| title_sort | simulation of text tattoo for text tattoo detection |
| topic | Engineering::Computer science and engineering |
| url | https://hdl.handle.net/10356/148117 |
| work_keys_str_mv | AT liyuting simulationoftexttattoofortexttattoodetection |