Recent advances in remote sensing image processing

Devis Tuia*, Gustavo Camps-Valls

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference paper

9 Citations (Scopus)

Abstract

Remote sensing image processing is nowadays a mature research area. The techniques developed in the field allow many real-life applications with great societal value. For instance, urban monitoring, fire detection or flood prediction can have a great impact on economical and environmental issues. To attain such objectives, the remote sensing community has turned into a multidisciplinary field of science that embraces physics, signal theory, computer science, electronics, and communications. From a machine learning and signal/image processing point of view, all the applications are tackled under specific formalisms, such as classification and clustering, regression and function approximation, image coding, restoration and enhancement, source unmixing, data fusion or feature selection and extraction. This paper serves as a survey of methods and applications, and reviews the last methodological advances in remote sensing image processing.

Original languageEnglish
Title of host publication2009 IEEE International Conference on Image Processing, ICIP 2009 - Proceedings
PublisherIEEE computer society
Pages3705-3708
Number of pages4
ISBN (Electronic)9781424456543, 9781424456550
ISBN (Print)9781424456543
DOIs
Publication statusPublished - 2009
Externally publishedYes
Event2009 IEEE International Conference on Image Processing, ICIP 2009 - Cairo, Egypt
Duration: 7 Nov 200910 Nov 2009

Publication series

NameProceedings - International Conference on Image Processing, ICIP
ISSN (Print)1522-4880

Conference

Conference2009 IEEE International Conference on Image Processing, ICIP 2009
CountryEgypt
CityCairo
Period7/11/0910/11/09

Keywords

  • Applications
  • Machine learning
  • Remote sensing
  • Signal and image processing
  • Survey

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  • Cite this

    Tuia, D., & Camps-Valls, G. (2009). Recent advances in remote sensing image processing. In 2009 IEEE International Conference on Image Processing, ICIP 2009 - Proceedings (pp. 3705-3708). [5414281] (Proceedings - International Conference on Image Processing, ICIP). IEEE computer society. https://doi.org/10.1109/ICIP.2009.5414281