Data Generation with GAN Networks for Sidescan Sonar in Semantic Segmentation Applications

Data Generation with GAN Networks for Sidescan Sonar in Semantic Segmentation Applications

In the realm of underwater exploration, particularly within the domain of autonomous detection, sidescan sonar stands as a pivotal sensor apparatus. Autonomous detection models necessitate a substantial volume of scanned sonar image data for optimal training, yet the challenges and costs associated...

Full description

Bibliographic Details
Main Authors: Dianyu Yang, Can Wang, Chensheng Cheng, Guang Pan, Feihu Zhang
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Journal of Marine Science and Engineering
Subjects:
WGAN-GP
sidescan sonar
semantic segmentation
data processing
data generation
Online Access:https://www.mdpi.com/2077-1312/11/9/1792

Internet

https://www.mdpi.com/2077-1312/11/9/1792

Similar Items