Colour transfer between images
Colour transfer is a technique in digital image processing that transfers colour characteristics, such as hue and saturation, from a source image to a target image. This process aims to harmonize the colour palette between two images, making them appear as if captured under similar conditions. Thi...
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Nanyang Technological University
2024
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| Online Access: | https://hdl.handle.net/10356/181027 |
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sg-ntu-dr.10356-1810272024-11-12T02:12:28Z Colour transfer between images Wong, Endy Yan Chang He Ying College of Computing and Data Science YHe@ntu.edu.sg Computer and Information Science Colour transfer is a technique in digital image processing that transfers colour characteristics, such as hue and saturation, from a source image to a target image. This process aims to harmonize the colour palette between two images, making them appear as if captured under similar conditions. This project compares the effectiveness of two well-known colour transfer algorithms by Reinhard et al. and Pitié et al. Subsequently, a semantic segmentation technique using DeepLabv3’s ResNet101 is integrated. Finally, a comprehensive analysis of each approach, including their strengths and weaknesses, is provided. Bachelor's degree 2024-11-12T02:12:28Z 2024-11-12T02:12:28Z 2024 Final Year Project (FYP) Wong, E. Y. C. (2024). Colour transfer between images. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/181027 https://hdl.handle.net/10356/181027 en SCSE23-0979 application/pdf Nanyang Technological University |
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Computer and Information Science Wong, Endy Yan Chang Colour transfer between images |
| description |
Colour transfer is a technique in digital image processing that transfers colour characteristics, such as hue and saturation, from a source image to a target image. This process aims to harmonize the colour palette between two images, making them appear as if captured under similar conditions.
This project compares the effectiveness of two well-known colour transfer algorithms by Reinhard et al. and Pitié et al. Subsequently, a semantic segmentation technique using DeepLabv3’s ResNet101 is integrated. Finally, a comprehensive analysis of each approach, including their strengths and weaknesses, is provided. |
| author2 |
He Ying |
| author_facet |
He Ying Wong, Endy Yan Chang |
| format |
Final Year Project |
| author |
Wong, Endy Yan Chang |
| author_sort |
Wong, Endy Yan Chang |
| title |
Colour transfer between images |
| title_short |
Colour transfer between images |
| title_full |
Colour transfer between images |
| title_fullStr |
Colour transfer between images |
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Colour transfer between images |
| title_sort |
colour transfer between images |
| publisher |
Nanyang Technological University |
| publishDate |
2024 |
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https://hdl.handle.net/10356/181027 |
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1816858958947680256 |