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...

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Bibliographic Details

Published in:	Sensors
Main Authors:	Hatem Ibrahem, Ahmed Salem, Hyun-Soo Kang
Format:	Article
Language:	English
Published:	MDPI AG 2022-10-01
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