Facial-Expression-Aware Emotional Color Transfer Based On Convolutional Neural Network

Simple item page
dc.contributor.authorPei, Minen_US
dc.contributor.authorLiu, Shiguangen_US
dc.contributor.authorZhang, Xiaolien_US
dc.contributor.editorFu, Hongbo and Ghosh, Abhijeet and Kopf, Johannesen_US
dc.date.accessioned2018-10-07T14:31:47Z
dc.date.available2018-10-07T14:31:47Z
dc.date.issued2018
dc.description.abstractEmotional 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.sectionheadersPosters
dc.description.seriesinformationPacific Graphics Posters
dc.identifier.doi10.2312/pg.20181291
dc.identifier.isbn978-3-03868-074-1
dc.identifier.pages7-8
dc.identifier.urihttps://doi.org/10.2312/pg.20181291
dc.identifier.urihttps://diglib.eg.org:443/handle/10.2312/pg20181291
dc.publisherThe Eurographics Associationen_US
dc.subjectImaging and Video
dc.subjectImage Processing
dc.subjectMethods and Applications
dc.subjectArtificial Intelligence
dc.subjectEntertainment
dc.titleFacial-Expression-Aware Emotional Color Transfer Based On Convolutional Neural Networken_US
Files
Original bundle
Now showing 1 - 1 of 1
Thumbnail Image
Name:
007-008.pdf
Size:
937.48 KB
Format:
Adobe Portable Document Format
Download
Collections
PG2018 Short Papers and Posters