An image generator based on neural networks in GPU

• Published in: Multimedia tools and applications Vol. 81; no. 25; pp. 36353 - 36374
• Main Authors: Silva, Thiago W., Reis, Halamo, Melcher, Elmar U. K., Lima, Antonio M. N., Brito, Alisson V.
• Format: Journal Article
• Language: English
• Published: New York Springer US 01.10.2022; Springer Nature B.V
• Subjects: 1213: Computational Optimization and Applications for Heterogeneous Multimedia Data; Computer Communication Networks; Computer Science; Data Structures and Information Theory; Datasets; Graphics processing units; Handwriting; Image processing; Image processors; Multimedia Information Systems; Neural networks; Special Purpose and Application-Based Systems; Neural network; Generation by deformation; GPU; Image generation; Functional verification

Existing image databases contain a few diversity of images. Likewise, there is no specific image base available in other situations, leading to the need to undertake additional efforts in capturing images and creating datasets. Many of these datasets contain only a single object in each image, but o...