The study of artificial intelligence (AI) is expanding at a lightning pace. Many fields related to artificial intelligence have advanced from simple machine learning applications to some of the sophisticated applications including Industry 4.0, robotics, healthcare and social media. AI is a broad and ever-evolving discipline where innovative advances are made on a regular basis. This Special Issue on "Advances in Computer Vision, Pattern Recognition, and Machine Learning" has been proposed to present a comprehensive exploration of the latest breakthroughs in the interconnected fields of computer vision, pattern recognition and machine learning. The collection brings together cutting-edge research and innovative methodologies that have reshaped the understanding of visual data processing and AI-enabled intelligent systems.

Researchers, practitioners, and enthusiasts will find this Special Issue to be a valuable resource for staying abreast of the rapidly evolving landscape in computer vision, pattern recognition, and machine learning. As technology continues to advance, the work presented here highlights the potential for these fields to revolutionize industries ranging from healthcare to autonomous systems. This collection not only celebrates the achievements made so far but also serves as an inspiration for future innovation at the crossroads of visual data analysis and AI-enabled intelligent algorithms.

This Special Issue will accept high-quality papers containing original research results and survey articles of exceptional merit spanning computer vision, pattern recognition, and machine learning. The topics of interest include, but are not limited to:

Machine learning and deep learning models for computer vision and pattern recognition;
Deep generative models for the generation of visual virtual data;
Automated deep and machine learning models for visual data pre-processing and mining;
Novel and innovative processes for object detection, object classification and object tracking;
Unsupervised, semi-supervised, and supervised learning frameworks in pattern recognition;
Real-time computer vision and pattern recognition applications;
Multi-modal solutions for pattern recognition problems (such as multimodal detection, retrieval, fusion and analysis);
Communication pattern recognition in autonomous systems;
Ethical and privacy issues in computer vision and pattern recognition;
Zero-shot learning in computer vision and pattern recognition;
Application of computer vision, pattern recognition and machine learning in (but not limited to) healthcare, astronomy, gaming, finance, robotics, agriculture, industry 4.0 and education.

*****************************************************
Guest Editors

(1) Prof. Dr. Jonathan Wu
(2) Prof. Dr. Gaurav Bhatnagar


*****************************************************
Submission Deadline: 30 August 2024


*****************************************************
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. 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.