Special Issue "Signal and Image Processing for Remote Sensing"
Deadline for manuscript submissions: 30 September 2020.
Interests: signal processing; image and video analysis; multimedia and pattern recognition
Interests: geophysics; geological and environmental studies; data processing and interpretation; geo-modelling and geo-signal processing; geomorphology
Interests: hyperspectral imaging; UAVs; earth observation; data fusion; machine learning; computer vision; crop type classification; precision agriculture
Special Issues and Collections in MDPI journals
Special Issue in Remote Sensing: Remote Sensing in Viticulture
During the last decade access to earth observation data from aerial and satellite platforms have been significantly leveraged allowing the unprecedented monitoring of land and marine environments. Remote Sensing data can be multidimensional signals, multispectral, hyperspectral images, radar data, time series and video sequences. Efficient data analytics in these signals is crucial in order to exploit all historical archives as well as the newly acquired observations, maybe also in near real-time. Fusion with GNSS signals, proximate remote sensing observations is also currently challenging. The applications are vast including numerous environmental monitoring tasks, agriculture, safety, security, engineering, etc fields. This Special Issues focuses on Signal and Image Processing for Remote Sensing and willing to explore and highlight the most recent cutting-edge data fusion and analytics in remote sensing.
In particular, several challenges and open problems still waiting for efficient solutions and novel methodologies via signal and image processing techniques. The main goal of this special issue is to address advanced topics related to signal processing, image processing and analysis, pattern recognition and machine learning for remote sensing.
We would like to invite you to submit research and review articles related to your research with respect to the following topics:
- Analysis of multispectral and hyperspectral data
- Analysis of SAR and LIDAR signals
- Analysis of hydroacoustic, seismic and microwave signals
- Analysis of meteorological and GNSS data
- Data fusion techniques
- Classification of remote sensing data
- Pattern recognition for remote sensing
- Image segmentation, enhancement and restoration
- Object detection and recognition
- Machine learning and deep learning
- Filtering and Multiresolution Processing
- Change detection and analysis of time series
- Extraction of geometric and semantic information from SAR
- Satellite, airborne, UAV and proximate remote sensing
- Remote sensing applications
Dr. Eleni Kokinou
Dr. Konstantinos Karantzalos
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. Remote Sensing is an international peer-reviewed open access semimonthly 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 2200 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.
- Remote Sensing
- Signal and Image Processing
- Image segmentation
- Machine learning
- Pattern recognition