Exploration of Semantic Label Decomposition and Dataset Size in Semantic Indoor Scenes Synthesis via Optimized Residual Generative Adversarial Networks

Exploration of Semantic Label Decomposition and Dataset Size in Semantic Indoor Scenes Synthesis via Optimized Residual Generative Adversarial Networks

In this paper, we revisit the paired image-to-image translation using the conditional generative adversarial network, the so-called “Pix2Pix”, and propose efficient optimization techniques for the architecture and the training method to maximize the architecture’s performance to boost the realism of...

Full description

Bibliographic Details
Main Authors: Hatem Ibrahem, Ahmed Salem, Hyun-Soo Kang
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Sensors
Subjects:
generative adversarial networks
convolutional neural networks
image-to-image translation
semantic image synthesis
Online Access:https://www.mdpi.com/1424-8220/22/21/8306

Internet

https://www.mdpi.com/1424-8220/22/21/8306

Similar Items