Facial Colorization Using Transfer Learning

DOI

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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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  - 10.2991/caai-18.2018.36
ID  - You2018/08
ER  -