A Side-Scan Sonar Image Synthesis Method Based on a Diffusion Model

A Side-Scan Sonar Image Synthesis Method Based on a Diffusion Model

The limited number and under-representation of side-scan sonar samples hinders the training of high-performance underwater object detection models. To address this issue, in this paper, we propose a diffusion model-based method to augment side-scan sonar image samples. First, the side-scan sonar ima...

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Bibliographic Details
Main Authors: Zhiwei Yang, Jianhu Zhao, Hongmei Zhang, Yongcan Yu, Chao Huang
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Journal of Marine Science and Engineering
Subjects:
diffusion model
sample augmentation
object detection
side scan sonar
Online Access:https://www.mdpi.com/2077-1312/11/6/1103

Internet

https://www.mdpi.com/2077-1312/11/6/1103

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