Color transfer between images
Digital image processing has become a ubiquitous technology in contemporary times, and one of the most performed operations is changing the colour of an image. Colour transfer is a method that replaces the dominant colour scheme of a source image with the colour characteristics of a target image, wh...
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| Format: | Final Year Project (FYP) |
| Language: | English |
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Nanyang Technological University
2023
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| Online Access: | https://hdl.handle.net/10356/166137 |
| _version_ | 1826114327448387584 |
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| author | Luo, Huiyi |
| author2 | He Ying |
| author_facet | He Ying Luo, Huiyi |
| author_sort | Luo, Huiyi |
| collection | NTU |
| description | Digital image processing has become a ubiquitous technology in contemporary times, and one of the most performed operations is changing the colour of an image. Colour transfer is a method that replaces the dominant colour scheme of a source image with the colour characteristics of a target image, while the scene of the source image remains unchanged. This technique is also applicable to videos, such as transferring an old black-and-white film into a colour film. As a result, colour transfer's effectiveness and performance have come under scrutiny.
The present report analyses and evaluates two different algorithms from previous studies, namely "Colour Transfer Between Images" and "N-Dimensional Probability Density Function Transfer and its Application to Colour Transfer." Furthermore, the report will compare the performance and efficiency of both algorithms using colour histogram and colour cloud. |
| first_indexed | 2024-10-01T03:37:22Z |
| format | Final Year Project (FYP) |
| id | ntu-10356/166137 |
| institution | Nanyang Technological University |
| language | English |
| last_indexed | 2024-10-01T03:37:22Z |
| publishDate | 2023 |
| publisher | Nanyang Technological University |
| record_format | dspace |
| spelling | ntu-10356/1661372023-11-29T08:10:36Z Color transfer between images Luo, Huiyi He Ying School of Computer Science and Engineering YHe@ntu.edu.sg Engineering::Computer science and engineering Digital image processing has become a ubiquitous technology in contemporary times, and one of the most performed operations is changing the colour of an image. Colour transfer is a method that replaces the dominant colour scheme of a source image with the colour characteristics of a target image, while the scene of the source image remains unchanged. This technique is also applicable to videos, such as transferring an old black-and-white film into a colour film. As a result, colour transfer's effectiveness and performance have come under scrutiny. The present report analyses and evaluates two different algorithms from previous studies, namely "Colour Transfer Between Images" and "N-Dimensional Probability Density Function Transfer and its Application to Colour Transfer." Furthermore, the report will compare the performance and efficiency of both algorithms using colour histogram and colour cloud. Bachelor of Engineering (Computer Science) 2023-04-19T07:20:45Z 2023-04-19T07:20:45Z 2023 Final Year Project (FYP) Luo, H. (2023). Color transfer between images. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/166137 https://hdl.handle.net/10356/166137 en PSCSE21-0054 application/pdf Nanyang Technological University |
| spellingShingle | Engineering::Computer science and engineering Luo, Huiyi Color transfer between images |
| title | Color transfer between images |
| title_full | Color transfer between images |
| title_fullStr | Color transfer between images |
| title_full_unstemmed | Color transfer between images |
| title_short | Color transfer between images |
| title_sort | color transfer between images |
| topic | Engineering::Computer science and engineering |
| url | https://hdl.handle.net/10356/166137 |
| work_keys_str_mv | AT luohuiyi colortransferbetweenimages |