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基于视觉注意机制的遥感图像船只检测

范肖肖 许文波 杨淼 樊香所

无线电工程Issue(1):57-60,4.
无线电工程Issue(1):57-60,4.DOI:10.3969/j.issn.1003-3106.2016.01.14

基于视觉注意机制的遥感图像船只检测

Target Detection in Remote Sensing Image Based on Visual Attention Mechanism

范肖肖 1许文波 1杨淼 1樊香所1

作者信息

  • 1. 电子科技大学,四川 成都611731
  • 折叠

摘要

Abstract

The Itti model only extracts color,orientation,and intensity features in saliency area in visual attention mechanism, which has high false detection ratio in remote sensing.We proposed an improved Itti model,which puts texture feature into model and considers the saliency in frequency domain.Results show that this improved algorithm provides high detection ratio,pretty good realtime capability.The saliency area is basically identical to the object,which can effectively detect ship object in remote sensing.

关键词

Itti模型/显著性/目标检测/特征提取

Key words

Itti model/saliency/object detection/feature extraction

分类

信息技术与安全科学

引用本文复制引用

范肖肖,许文波,杨淼,樊香所..基于视觉注意机制的遥感图像船只检测[J].无线电工程,2016,(1):57-60,4.

无线电工程

1003-3106

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