A Novel View Image Generation Network Based On Attention Mechanism Refining Features

• Published in: 2021 International Conference on Control, Automation and Information Sciences (ICCAIS) pp. 968 - 973
• Main Authors: Yi, Mengni, Hui, Bingwei, Hu, Weidong, He, Min
• Format: Conference Proceeding
• Language: English
• Published: IEEE 14.10.2021
• Subjects: adversarial learning; attention mechanism; Face recognition; Image synthesis; novel view generation; Refining; skip connection; Target recognition; Technological innovation; Three-dimensional displays; Training

We propose a novel view image generation network based on attention mechanism refining features. According to the prior structural model learned in the training, the network can generate multi-view images from a single-view image of an object we are interested in. The input of our network is the RGB...