Face Rotation via VAE-CapsuleGAN

2018 4th International Conference on Environmental Science and Material Application

生态环境科学;材料科学

Luo, Zepeng^1

Department of Computer Science and Technology of, Institute of Information Engineering North China Polytechnic, University Tangshan Hebei, University of Science and Technology, China^1

关键词: Face images;    Face rotation;    High quality;    Rotation angles;   

Others  :  https://iopscience.iop.org/article/10.1088/1755-1315/252/4/042127/pdf
DOI  :  10.1088/1755-1315/252/4/042127

来源: IOP

【 摘 要 】

High-quality image reconstruction and generating the new image by learning the distribution from the image are very popular in computer vision field. Nevertheless, some promising results have been reported in the literature recently. In this work, we propose a VAE-CapsuleGAN network which can generate high-quality face image with modified rotation angle. We show promising results in our experiment on the CAS-PEAL-R1 face dataset.