Multi-Spectral Remote Sensing Image Retrieval using Geospatial Foundation Models - IBM/remote-sensing-image-retrieval
In this work, a new approach, remote sensing image retrieval scheme by content base image retrieval with grid computing and advanced database concepts are used and this will help to speed up both input processing and system response time. This paper presents the idea of the parallel processing ...
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Semantics-based image retrieval research comes forth for filling the gap between images' low level vision features and users' high level semantics,and image's semantic description and extraction are its crucial problems.An approach of GIS semantics-based remote sensing image retrieval is proposed.This...
Remote sensing image retrieval (RSIR), aiming at searching for a set of similar items to a given query image, is a very important task in remote sensing applications. Deep hashing learning as the current mainstream method has achieved satisfactory retrieval performance. On one hand, various deep...
Deep-Metric-and-Hash-Code-Learning-for-Content-Based-Retrieval-of-Remote-Sensing-Images下载 一、摘要 随着遥感图像容量的不断增长,对特征学习技术和哈希函数提出了更高的要求:(1)精确表征遥感图像的语义(特征提取要精确)(2)在检索过程中具有准实时性能(检索要快)。这篇文章致力于同时解决这两个挑战--通过学习...
Remote Sensing Image Retrieval Using Color and Texture Fused Features一种融合颜色和纹理特征的遥感图像检索方法 海量遥感图像的自动查询和选择,迫切需要有效的基于内容的图像检索方法.鉴于单一视觉特征不能很好地表达图像内容,为此提出一种基于五叉树分解的线性加权颜色和纹理特征... LU Li zhen,LIU Ren yi,LIU Na...
论文阅读——Deep Hashing Learning for Visual and Semantic Retrieval of Remote Sensing Images 背景知识: 哈希学习(learning to hash)是通过机器学习机制将数据映射成二进制串的形式,能显著减少数据的存储和通信开销。提高整体的学习效率 用二进制哈希码表示数据,尽可能的保留数据原空间相似性。
User-defined classes in large image databases are often composed of several groups of images and span ve... M Ferecatu 被引量: 91发表: 2005年 Content-Based Remote Sensing Image Retrieval Using Image Multi-feature Combination and SVM-Based Relevance Feedback In order to narrow the gap between...
In recent years, earth observation (EO) through remote sensing (RS) has witnessed an enormous growth in data volume, creating a challenge in managing and extracting relevant information. Remote sensing image retrieval (RSIR), which aims to search and retrieve images from RS image archives, has ...