基于鹰视顶盖响应和对比度感应机制的海上目标检测算法
TJ765; 针对海上目标检测任务场景,通过参考鹰眼双中央凹生理结构构建对比度感应机制及模拟鹰脑神经响应,提出了一种基于鹰视顶盖响应和对比度感应机制的海上目标检测算法,对海上目标进行显著性检测.该算法在不同颜色空间通道中利用对比度感应机制对图像进行处理,得到初步预处理结果后输入到仿鹰视顶盖感受野中计算响应结果,统计得到感受野响应,将各通道进行融合得到最终的显著图及目标的显著性检测结果.在ECSSD公开图库、实地海上目标图库及unity虚拟环境图库中的对比实验证明,该算法有效提高了对于海上目标显著性检测的能力....
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| Published in | 航空兵器 Vol. 29; no. 6; pp. 89 - 94 |
|---|---|
| Main Authors | , |
| Format | Journal Article |
| Language | Chinese |
| Published |
北京航空航天大学 自动化科学与电气工程学院,北京 100083
31.12.2022
|
| Subjects | |
| Online Access | Get full text |
| ISSN | 1673-5048 |
| DOI | 10.12132/ISSN.1673-5048.2022.0035 |
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| Abstract | TJ765; 针对海上目标检测任务场景,通过参考鹰眼双中央凹生理结构构建对比度感应机制及模拟鹰脑神经响应,提出了一种基于鹰视顶盖响应和对比度感应机制的海上目标检测算法,对海上目标进行显著性检测.该算法在不同颜色空间通道中利用对比度感应机制对图像进行处理,得到初步预处理结果后输入到仿鹰视顶盖感受野中计算响应结果,统计得到感受野响应,将各通道进行融合得到最终的显著图及目标的显著性检测结果.在ECSSD公开图库、实地海上目标图库及unity虚拟环境图库中的对比实验证明,该算法有效提高了对于海上目标显著性检测的能力. |
|---|---|
| AbstractList | TJ765; 针对海上目标检测任务场景,通过参考鹰眼双中央凹生理结构构建对比度感应机制及模拟鹰脑神经响应,提出了一种基于鹰视顶盖响应和对比度感应机制的海上目标检测算法,对海上目标进行显著性检测.该算法在不同颜色空间通道中利用对比度感应机制对图像进行处理,得到初步预处理结果后输入到仿鹰视顶盖感受野中计算响应结果,统计得到感受野响应,将各通道进行融合得到最终的显著图及目标的显著性检测结果.在ECSSD公开图库、实地海上目标图库及unity虚拟环境图库中的对比实验证明,该算法有效提高了对于海上目标显著性检测的能力. |
| Author | 邓亦敏 胡爽 |
| AuthorAffiliation | 北京航空航天大学 自动化科学与电气工程学院,北京 100083 |
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| Author_FL | Deng Yimin Hu Shuang |
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| Author_xml | – sequence: 1 fullname: 胡爽 – sequence: 2 fullname: 邓亦敏 |
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| Keywords | 对比度感应 目标检测 目标识别 海上目标 显著性检测 视顶盖响应 鹰眼 |
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