Artificial Intelligence: Deep Learning and Computer Vision, 2nd Edition

Dear Colleagues,

Computer vision algorithms powered by advancements in deep learning, and mainly by the Transformer architecture, have recently provided unprecedented performance improvements for many real-world applications. Moreover, since the inception of the Visual Transformer in 2019, computers have been outperforming human experts in complex vision tasks, for instance, in image classification, localization, and segmentation; anomaly detection; image generation; autonomous navigation; autonomous driving; bio-medical image analysis; weather prediction; remote sensing; and manufacturing quality control.

This Special Issue will present research papers on recent applications of artificial intelligence for computer vision, emphasizing mathematical or computational contributions. Special attention is devoted to the Transformer architecture, but also convolutional and recurrent architectures, possibly combined with traditional image processing techniques.

We welcome submissions of high-quality manuscripts presenting original research results and review articles focused on, but not limited to, the following applications:

• Remote sensing for deep learning-based computer vision.
• Deep learning-based computer vision for control systems.
• Vision-based precision agriculture using deep learning.
• Medical applications of deep learning.
• Deep learning for small data.
• Deep learning on limited hardware.
• Deep learning-based vision-language models.
• Deep learning-based image and video generation.
• Cultural and societal applications of deep learning-based computer vision.

Prof. Dr. Juan Manuel Rendón-Mancha
Prof. Dr. Edgar Roman-Rangel
Guest Editors

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 250 words) can be sent to the Editorial Office for assessment.

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-anonymized peer-review process. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors page. Mathematics 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 2600 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.