Image semantic segmentation method based on GAN network and FCN model

• Published in: Journal of engineering (Stevenage, England) Vol. 2022; no. 1; pp. 1 - 9
• Main Author: Zhao, Lixin
• Format: Journal Article
• Language: English
• Published: London John Wiley & Sons, Inc 01.01.2022; Wiley
• Subjects: Accuracy; Algorithms; Classification; Convolution; Decision trees; Deep learning; Feature maps; Generative adversarial networks; Image segmentation; Information systems; Methods; Neural networks; Parameter sensitivity; Performance evaluation; Pixels; Remote sensing; Semantic segmentation; Semantics; Wavelet transforms

In order to improve the accuracy of image semantic segmentation, an image semantic segmentation method based on generative adversarial network (GAN) and fully convolutional network (FCN) model is proposed. First of all, the network structure of the generator is improved. Introducing the residual mod...