Colour transfer between images
Colour transfer between images is a computer vision problem that imposes the colour characteristics of a target image onto a source image. The general characteristics of the source image do not change, with buildings, people and objects remaining generally identifiable. Uses of this technique includ...
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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/10356/165887 |
| _version_ | 1824455921236967424 |
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| author | Ng, Remus Jing Heng |
| author2 | He Ying |
| author_facet | He Ying Ng, Remus Jing Heng |
| author_sort | Ng, Remus Jing Heng |
| collection | NTU |
| description | Colour transfer between images is a computer vision problem that imposes the colour characteristics of a target image onto a source image. The general characteristics of the source image do not change, with buildings, people and objects remaining generally identifiable. Uses of this technique include but are not limited to, automatic colouring a grayscale image, altering of the mood of a particular scene, or colour matching an image to fit in a set.
This report explores 2 different colour transfer algorithms, an algorithmic, statistical approach and another approach utilizing N-Dimensional Probability Density Function (PDF) Transfer to transfer characteristics across images. |
| first_indexed | 2025-02-19T03:45:53Z |
| format | Final Year Project (FYP) |
| id | ntu-10356/165887 |
| institution | Nanyang Technological University |
| language | English |
| last_indexed | 2025-02-19T03:45:53Z |
| publishDate | 2023 |
| publisher | Nanyang Technological University |
| record_format | dspace |
| spelling | ntu-10356/1658872023-04-14T15:37:28Z Colour transfer between images Ng, Remus Jing Heng He Ying School of Computer Science and Engineering YHe@ntu.edu.sg Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision Colour transfer between images is a computer vision problem that imposes the colour characteristics of a target image onto a source image. The general characteristics of the source image do not change, with buildings, people and objects remaining generally identifiable. Uses of this technique include but are not limited to, automatic colouring a grayscale image, altering of the mood of a particular scene, or colour matching an image to fit in a set. This report explores 2 different colour transfer algorithms, an algorithmic, statistical approach and another approach utilizing N-Dimensional Probability Density Function (PDF) Transfer to transfer characteristics across images. Bachelor of Engineering (Computer Science) 2023-04-14T03:41:15Z 2023-04-14T03:41:15Z 2023 Final Year Project (FYP) Ng, R. J. H. (2023). Colour transfer between images. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/165887 https://hdl.handle.net/10356/165887 en SCSE22-0134 application/pdf Nanyang Technological University |
| spellingShingle | Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision Ng, Remus Jing Heng Colour transfer between images |
| title | Colour transfer between images |
| title_full | Colour transfer between images |
| title_fullStr | Colour transfer between images |
| title_full_unstemmed | Colour transfer between images |
| title_short | Colour transfer between images |
| title_sort | colour transfer between images |
| topic | Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision |
| url | https://hdl.handle.net/10356/165887 |
| work_keys_str_mv | AT ngremusjingheng colourtransferbetweenimages |