A Review of Change Detection in Multitemporal Hyperspectral Images: Current Techniques, Applications, and Challenges

We review both widely used methods and new techniques proposed in the recent literature. The basic concepts, categories, open issues, and challenges related to CD in HS images are discussed and analyzed in detail. Experimental results obtained using state-of-the-art approaches are shown, to illustra...

Full description

Saved in:
Bibliographic Details
Published inIEEE geoscience and remote sensing magazine Vol. 7; no. 2; pp. 140 - 158
Main Authors Liu, Sicong, Marinelli, Daniele, Bruzzone, Lorenzo, Bovolo, Francesca
Format Journal Article
LanguageEnglish
Published IEEE 01.06.2019
Subjects
Hyperspectral imaging
Image sensors
Reflectivity
Satellites
Sensors
Online AccessGet full text

Cover

More Information
Summary:We review both widely used methods and new techniques proposed in the recent literature. The basic concepts, categories, open issues, and challenges related to CD in HS images are discussed and analyzed in detail. Experimental results obtained using state-of-the-art approaches are shown, to illustrate relevant concepts and problems.
ISSN:2473-2397
2168-6831
DOI:10.1109/MGRS.2019.2898520