Machine Learning Algorithms for Image Understanding and Analysis

Dear Colleagues,

This Special Issue calls for innovative contributions on developing and applying machine learning algorithms to advance image understanding and analysis. We invite papers covering new algorithms, models, and frameworks using machine learning, computer vision, and AI to extract meaningful information from complex image data across domains and modalities.

Topics of interest include deep neural networks for image recognition and segmentation, graph-based machine learning algorithms, adversarial learning methods, explainable AI models, as well as image analysis techniques for the re-identification and understanding of patterns, activities, relationships, and high-level concepts. Both theoretical developments and applications of machine learning algorithms on image data are within the scope of this Special Issue. Submissions offering new insights into image analysis using machine learning are highly encouraged.

Dr. Paolo Spagnolo
Guest Editor

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 submissions that pass pre-check are 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 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.

• machine learning algorithms
• deep learning algorithms
• re-identification
• pattern recognition