Image retrieval from remote sensing big data: A survey

Y Li, J Ma, Y Zhang - Information Fusion, 2021 - Elsevier
research interests in the last several decades. This paper mainly works for systematically
reviewing the emerging achievements for image retrieval … some promising research directions

Remote sensing image scene classification meets deep learning: Challenges, methods, benchmarks, and opportunities

G Cheng, X Xie, J Han, L Guo… - … and Remote Sensing, 2020 - ieeexplore.ieee.org
remote sensing image analysis for the last two decades [33]–[… future directions for scene
classification in remote sensing … Bruzzone, “Multilabel remote sensing image retrieval using a …

A review of remote sensing for water quality retrieval: Progress and challenges

H Yang, J Kong, H Hu, Y Du, M Gao, F Chen - Remote Sensing, 2022 - mdpi.com
… significant challenges to atmospheric correction, remotely sensed data resolution, and
retrievalachievements in water quality remote sensing retrieval, mainly focusing on multi-source …

Soil moisture retrieval from remote sensing measurements: Current knowledge and directions for the future

ZL Li, P Leng, C Zhou, KS Chen, FC Zhou… - Earth-Science …, 2021 - Elsevier
… study, future directions for each method are highlighted to address the scientific challenges
of SM retrieval in the new era of … In recent a few decades, the rapid development of remote

Deep learning in environmental remote sensing: Achievements and challenges

Q Yuan, H Shen, T Li, Z Li, S Li, Y Jiang, H Xu… - Remote Sensing of …, 2020 - Elsevier
… Over the last decade, a typical and state-of-the-art ML framework named deep learning (DL)…
is also another potential research direction. The DL-based quantitative retrieval is largely …

Progress and challenges in intelligent remote sensing satellite systems

B Zhang, Y Wu, B Zhao, J Chanussot… - … and Remote Sensing, 2022 - ieeexplore.ieee.org
… The spatial resolution and imaging width of hyperspectral remote sensing satellite sensors
have been greatly improved over the past decade. China’s Gaofen-5 satellite can cover the …

Hyperspectral remote sensing in precision agriculture: Present status, challenges, and future trends

P Singh, PC Pandey, GP Petropoulos… - … remote sensing, 2020 - Elsevier
… This chapter describes the latest developments in remote sensing for precision … achievements
and has proven the significant capability of this technology in PA over the past decade or …

A decade survey of content based image retrieval using deep learning

SR Dubey - IEEE Transactions on Circuits and Systems for …, 2021 - ieeexplore.ieee.org
… The future direction in the image retrieval might be driven from the basic goal of the … learning
for remote sensing image retrieval,” IEEE Trans. Geosci. Remote Sens., vol. 58, no. 11, pp. …

Hyperspectral image classification: Potentials, challenges, and future directions

D Datta, PK Mallick, AK Bhoi, MF Ijaz… - Computational …, 2022 - Wiley Online Library
Recent imaging science and technology discoveries have considered hyperspectral imagery
and remote sensing. … Study advancements suggest that the last decade can be considered …

Cross-domain image retrieval: methods and applications

X Zhou, X Han, H Li, J Wang, X Liang - … of Multimedia Information Retrieval, 2022 - Springer
… CDIR in clothing, infrared, remote sensing, sketch, and other … 4 summarizes the challenges
and proposes future directions … Deep learning technology has developed rapidly for decades […