遥感图像检索中特征描述符的研究进展

D. Dhotre, G. Bamnote, Manisha R. Amalkar
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引用次数: 0

摘要

本文综述了特征描述符在遥感图像检索中的应用成果。本文探讨了圆形协方差直方图和旋转不变点三重势作为多尺度纹理描述符。在遥感图像中,包含大量空间和光谱细节的图像的可用性具有平坦的石头或砖块覆盖(一块地面);该方法为新的应用(如高光谱目标检测、复合目标识别等)和新的商业产品提供了途径,并使图像分析方法的应用范围更加广泛。另一方面,每天千兆字节的遥感数据的迅速积累提供了强大和自动化的工具,这些工具是为它们的管理、搜索和检索而设计的,是有效利用它们的必要条件。
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A Review on Feature Descriptors for Remote Sensing Image Retrieval
This paper presents the review on results ofapplication of feature descriptors for remote sensing image retrieval. The circular covariance histogram and the rotation-invariant point triplets potential are explored here as a multi-scale texture descriptors. In remote sensing images, the availability of images containing a significantly higher amount of spatial and spectral details has Cover (a piece of ground) with flat stones or bricks; the way for new applications (e.g., hyper spectral target detection, compound object recognition, etc.) and new commercial products and it has enabled the use of a wider range of image analysis methods. On the other hand, the rapid accumulation of gigabytes worth of remote sensing data on a daily basis has provide robust and automated tools, which was designed for their management, search, and retrieval, as essential for their effective exploitation.
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