2 papers
eess.IV2020
Unlimited Resolution Image Generation with R2D2-GANs
Marija Jegorova, Antti Ilari Karjalainen, Jose Vazquez +1
In this paper we present a novel simulation technique for generating high quality images of any predefined resolution. This method can be used to synthesize sonar scans of size equ…
cs.LG2019
Full-Scale Continuous Synthetic Sonar Data Generation with Markov Conditional Generative Adversarial Networks
Marija Jegorova, Antti Ilari Karjalainen, Jose Vazquez +1
Deployment and operation of autonomous underwater vehicles is expensive and time-consuming. High-quality realistic sonar data simulation could be of benefit to multiple application…