Adversarial enhancement generation method for side-scan sonar images based on DDPM–YOLO

IF 2 4区 地球科学 Q2 GEOCHEMISTRY & GEOPHYSICS Marine Geodesy Pub Date : 2024-09-11 DOI:10.1080/01490419.2024.2393190
Chengyang Peng, Shaohua Jin, Hanyao Liu, Wei Zhang, Haixing Xia
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Abstract

As marine exploration advances, efficient and accurate seabed target identification becomes increasingly critical. However, traditional methods and current technologies face challenges such as scar...
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基于 DDPM-YOLO 的侧扫声纳图像对抗增强生成方法
随着海洋勘探的发展,高效准确的海底目标识别变得越来越重要。然而,传统方法和现有技术面临着各种挑战,例如...
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来源期刊
Marine Geodesy
Marine Geodesy 地学-地球化学与地球物理
CiteScore
4.10
自引率
6.20%
发文量
27
审稿时长
>12 weeks
期刊介绍: The aim of Marine Geodesy is to stimulate progress in ocean surveys, mapping, and remote sensing by promoting problem-oriented research in the marine and coastal environment. The journal will consider articles on the following topics: topography and mapping; satellite altimetry; bathymetry; positioning; precise navigation; boundary demarcation and determination; tsunamis; plate/tectonics; geoid determination; hydrographic and oceanographic observations; acoustics and space instrumentation; ground truth; system calibration and validation; geographic information systems.
期刊最新文献
Antarctic ice surface properties inferred from Ka and Ku band altimeter waveforms Seafloor Topography Recovery Using the Observation Data of Tiangong-2 Interferometric Imaging Radar Altimeter Adversarial enhancement generation method for side-scan sonar images based on DDPM–YOLO Utilizing Elephant Herd-Inspired Spiking Neural Networks for Enhanced Ship Detection and Classification in Marine Scene Matching Special issue of Marine Geodesy on Remote Sensing of Islands, Reefs, and Coastal Zones
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