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Mar, 2024
利用地理空间基础模型的多光谱遥感图像检索
Multi-Spectral Remote Sensing Image Retrieval Using Geospatial Foundation Models
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Benedikt Blumenstiel, Viktoria Moor, Romeo Kienzler, Thomas Brunschwiler
TL;DR
使用地理空间基础模型Prithvi进行遥感图像检索,在多光谱卫星数据上取得了出色的性能,提出了三种压缩方法,能够在保持浮点数嵌入精度的同时实现32倍的压缩比,而且与更短哈希码的检索速度相匹配。
Abstract
image retrieval
enables an efficient search through vast amounts of satellite imagery and returns similar images to a query.
deep learning models
can identify images across various semantic concepts without the n
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