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4 Results Found

  • Article
  • Open Access
1 Citations
1,487 Views
23 Pages

Deep Relevance Hashing for Remote Sensing Image Retrieval

  • Xiaojie Liu,
  • Xiliang Chen and
  • Guobin Zhu

16 October 2025

With the development of remote sensing technologies, the volume of remote sensing data is growing dramatically, making efficient management and retrieval of large-scale remote sensing images increasingly important. Recently, deep hashing for content-...

(This article belongs to the Section Remote Sensors)
  • Article
  • Open Access
4 Citations
4,608 Views
22 Pages

Recently, with the rapid growth of the number of datasets with remote sensing images, it is urgent to propose an effective image retrieval method to manage and use such image data. In this paper, we propose a deep metric learning strategy based on Si...

(This article belongs to the Special Issue Geographic Information Extraction and Retrieval)
  • Article
  • Open Access
69 Citations
6,506 Views
19 Pages

A Discriminative Feature Learning Approach for Remote Sensing Image Retrieval

  • Wei Xiong,
  • Yafei Lv,
  • Yaqi Cui,
  • Xiaohan Zhang and
  • Xiangqi Gu

1 February 2019

Effective feature representations play a decisive role in content-based remote sensing image retrieval (CBRSIR). Recently, learning-based features have been widely used in CBRSIR and they show powerful ability of feature representations. In addition,...

(This article belongs to the Special Issue Image Retrieval in Remote Sensing)
  • Article
  • Open Access
8 Citations
3,608 Views
19 Pages

Dual Modality Collaborative Learning for Cross-Source Remote Sensing Retrieval

  • Jingjing Ma,
  • Duanpeng Shi,
  • Xu Tang,
  • Xiangrong Zhang and
  • Licheng Jiao

9 March 2022

Content-based remote sensing (RS) image retrieval (CBRSIR) is a critical way to organize high-resolution RS (HRRS) images in the current big data era. The increasing volume of HRRS images from different satellites and sensors leads to more attention...