Facial-Expression-Aware Emotional Color Transfer Based On Convolutional Neural Network
| dc.contributor.author | Pei, Min | en_US |
| dc.contributor.author | Liu, Shiguang | en_US |
| dc.contributor.author | Zhang, Xiaoli | en_US |
| dc.contributor.editor | Fu, Hongbo and Ghosh, Abhijeet and Kopf, Johannes | en_US |
| dc.date.accessioned | 2018-10-07T14:31:47Z | |
| dc.date.available | 2018-10-07T14:31:47Z | |
| dc.date.issued | 2018 | |
| dc.description.abstract | Emotional color transfer aims to change the evoked emotion of the source image to that of the target image by adjusting color distribution. Most of existing emotional color transfer methods ignore the facial expression features in the image. Therefore, we propose a new facial-expression-aware emotional color transfer framework. We firstly predict the emotion label of the image through the emotion classification network. Then, emotion labels are matched with pre-trained emotional models. Finally, we use the matched emotion model to transfer the color of the target image to the input image. Experiments demonstrate that our method outperforms the state-of-the-arts, which can successfully capture and transfer sophisticated emotion features. | en_US |
| dc.description.sectionheaders | Posters | |
| dc.description.seriesinformation | Pacific Graphics Posters | |
| dc.identifier.doi | 10.2312/pg.20181291 | |
| dc.identifier.isbn | 978-3-03868-074-1 | |
| dc.identifier.pages | 7-8 | |
| dc.identifier.uri | https://doi.org/10.2312/pg.20181291 | |
| dc.identifier.uri | https://diglib.eg.org:443/handle/10.2312/pg20181291 | |
| dc.publisher | The Eurographics Association | en_US |
| dc.subject | Imaging and Video | |
| dc.subject | Image Processing | |
| dc.subject | Methods and Applications | |
| dc.subject | Artificial Intelligence | |
| dc.subject | Entertainment | |
| dc.title | Facial-Expression-Aware Emotional Color Transfer Based On Convolutional Neural Network | en_US |
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