Proceedings of the 2018 3rd International Conference on Control, Automation and Artificial Intelligence (CAAI 2018)

Facial Colorization Using Transfer Learning

Authors
Fucheng You, Yangze Zhao, Shuren Lai, Hechen Gong
Corresponding Author
Fucheng You
Available Online August 2018.
DOI
https://doi.org/10.2991/caai-18.2018.36How to use a DOI?
Keywords
facial colorization; transfer learning; CNN; feature extraction
Abstract

This paper applies transferring learning to facial colorization and The main body is based on DNN. However, considering the less complexity of the dataset and the equipment constraints. We extracte global features from VGG16 pre-tained model instead of Inception-resnet-v2. In adition ,we cmpare the test results with the colorful images and assess the acceptance of the generated image.

Copyright
© 2018, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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Volume Title
Proceedings of the 2018 3rd International Conference on Control, Automation and Artificial Intelligence (CAAI 2018)
Series
Atlantis Highlights in Intelligent Systems
Publication Date
August 2018
ISBN
978-94-6252-595-5
ISSN
2589-4919
DOI
https://doi.org/10.2991/caai-18.2018.36How to use a DOI?
Copyright
© 2018, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

TY  - CONF
AU  - Fucheng You
AU  - Yangze Zhao
AU  - Shuren Lai
AU  - Hechen Gong
PY  - 2018/08
DA  - 2018/08
TI  - Facial Colorization Using Transfer Learning
BT  - Proceedings of the 2018 3rd International Conference on Control, Automation and Artificial Intelligence (CAAI 2018)
PB  - Atlantis Press
SP  - 155
EP  - 158
SN  - 2589-4919
UR  - https://doi.org/10.2991/caai-18.2018.36
DO  - https://doi.org/10.2991/caai-18.2018.36
ID  - You2018/08
ER  -