哈尔滨工程大学学报2024，Vol.45Issue(1)：174-181,8.DOI:10.11990/jheu.202308002
基于谱残差法的主动声呐疑似目标自动拾取
Automatic pickup of suspected targets in active sonar based on spectral residual method
摘要
Abstract
A method based on visual saliency spectral residual method is proposed for automatically picking up sus-pected targets out of complex and serious interferences background from the active sonar detecting output.After the conception of active sonar image built,the similarity between discovering visual saliency in natural images and picking up suspected targets in active sonar images is discussed.Based on this,the mechanism,core framework and key processing steps of the new method are explained,including preprocessing sonar images,generating sali-ency map,estimating pick-up threshold and picking up suspected targets.The results of sea trial data processing show that compared to the control method based on local relative energy analysis,the new method has a lower miss rate for known targets,and can reduce the pick-up number of bright spots by about 40%,which means a lower false alarm rate.Moreover,the processing time of this method is reduced by 37%approximately.关键词
主动声呐/疑似目标/自动拾取/视觉显著性/谱残差法/声呐图像/显著性检测/后置处理Key words
active sonar/suspected target/automatic pick-up/visual saliency/spectral residual method/sonar im-age/saliency detection/post processing分类
通用工业技术引用本文复制引用
余杰,王平波,蔡志明..基于谱残差法的主动声呐疑似目标自动拾取[J].哈尔滨工程大学学报,2024,45(1):174-181,8.基金项目
国家自然科学基金项目(41976177). （41976177）
