Special Issue "Algorithms in Hyperspectral Data Analysis"
Deadline for manuscript submissions: closed (15 January 2021).
At present, thanks to the continuous evolution of sensor technologies for hyperspectral imaging, there is a high demand for the design of algorithms, techniques, and methods for the analysis of hyperspectral images. Hyperspectral images are a rich source of information, since they contain precious spatial and spectral contents, differently than traditional images.
In several research and real-life fields, hyperspectral images play an important role (e.g., agriculture, counter-terrorism, archaeology, forensic applications, environment monitoring, medicine). Furthermore, thanks to technology advances, it is now also possible to integrate the hyperspectral sensors in platforms where it was previously not possible (e.g., unmanned aerial vehicle platforms).
Therefore, in the future, there will be new scenarios and fields of application in which hyperspectral data will be involved in order to bring their precious contributions.
The aim of this Special Issue is therefore to welcome all relevant and recent advances from the scientific community, regarding research and studies related to the algorithms in hyperspectral data analysis.
The topics include but are not limited to the following areas:
- Hyperspectral data classification;
- Techniques and methods for data fusion;
- Algorithms for hyperspectral unmixing;
- Distributed and parallel processing;
- Hyperspectral target detection;
- Cloud platform for hyperspectral data analysis;
- Supervised and semisupervised classification;
- Lossless and lossy compression;
- Real-time processing;
- Analysis based on machine learning;
- Data preprocessing
Dr. Raffaele Pizzolante
Manuscript Submission Information
Manuscripts should be submitted online at www.mdpi.com by registering and logging in to this website. Once you are registered, click here to go to the submission form. Manuscripts can be submitted until the deadline. All papers will be peer-reviewed. Accepted papers will be published continuously in the journal (as soon as accepted) and will be listed together on the special issue website. Research articles, review articles as well as short communications are invited. For planned papers, a title and short abstract (about 100 words) can be sent to the Editorial Office for announcement on this website.
Submitted manuscripts should not have been published previously, nor be under consideration for publication elsewhere (except conference proceedings papers). All manuscripts are thoroughly refereed through a single-blind peer-review process. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors page. Algorithms is an international peer-reviewed open access monthly journal published by MDPI.
Please visit the Instructions for Authors page before submitting a manuscript. The Article Processing Charge (APC) for publication in this open access journal is 1400 CHF (Swiss Francs). Submitted papers should be well formatted and use good English. Authors may use MDPI's English editing service prior to publication or during author revisions.
- Hyperspectral data
- Hyperspectral imagery
- Signal processing
- Data analysis