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Special Issue "Entropy-Based Algorithms for Signal Processing"
Deadline for manuscript submissions: 31 March 2020.
Interests: image/signal processing; entropy coding; artificial intelligence; color image processing; machine learning; remote sensing; hyperspectral imaging; data fusion Learning; Remote Sensing; Hyperspectral Imaging; Data Fusion
Special Issues and Collections in MDPI journals
Interests: Entropy Coding; Remote Sensing; Biomedical Analysis of Signals; Pattern Recognition; Image Processing, Signal Processing
Entropy, the key factor of information theory, is one of the most important research areas in computer science. Entropy coding informs us of the formal limits of today’s storage and communication infrastructure. Over the last few years, entropy has become as an adequate trade-off measure in signal processing. Entropy measures especially have been used in image and video processing by applying sparsity and are able to help us to solve several of the issues that we are currently facing. As the daily produced data are increasing rapidly, a more effective approach to encode or compress the big data is required. In this sense, applications of entropy coding can improve image and video coding, remote sensing imaging, quality assessment in agricultural products, and product inspection, by applying more effective coding approaches. This Special Issue calls for recent studies on various signal processing approaches that are based on entropy coding. Papers of both a theoretical and applicative nature are welcome, as well as contributions regarding new image and video processing techniques for the entropy research community. Major, though by no means exclusive, topics of interest are:
- Multichannel imaging;
- Sensor size, channel number, dynamic range;
- Modeling of signal processing;
- Compression approach;
- Entropy-based video coding;
- Prediction and redundancy for video coding;
- Noise removal approach;
- GPU-based methods for signal processing;
- Signal quality assessment.
Prof. Gwanggil Jeon
Prof. Abdellah Chehri
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. Entropy 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 1600 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.