Facial Colorization Using Transfer Learning
- https://doi.org/10.2991/caai-18.2018.36How to use a DOI?
- facial colorization; transfer learning; CNN; feature extraction
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.
- © 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 -