Advanced Machine Learning Algorithms for Image Processing
A special issue of Algorithms (ISSN 1999-4893). This special issue belongs to the section "Evolutionary Algorithms and Machine Learning".
Deadline for manuscript submissions: 30 June 2025 | Viewed by 1242
Special Issue Editors
Interests: image analysis; machine learning; internet of things; computer graphics
Interests: deep learning and machine learning; systems design and analytics; logistics; E-commerce; computer programming; modeling & simulation; business intelligence; big data
Special Issue Information
Dear Colleagues,
We are pleased to announce a Special Issue of the Algorithms journal dedicated to ‘Advanced Machine Learning Algorithms for Image Processing’.
Today, we continue to witness tremendous intertwining advancements in both the machine learning and image processing fields, which have powered our progress in search of solutions of current real-world problems in healthcare, medicine, climate change mitigation, automation, and many other areas. With this Special Issue, we aim to showcase cutting-edge research that pushes the boundaries of these fields, offering novel solutions to complex problems and unveiling exciting opportunities for the future. We believe that this Special Issue would be a very good opportunity to highlight the results of your hard work in these fields. We seek high-quality papers in a range of related fields including, but not limited to, the following:
- Deep learning architectures (e.g., CNNs, RNNs, GANs, or Transformer-based models) for feature extraction, recognition, and generation.
- Transfer learning and few-shot learning for efficient training with limited labeled data.
- Explainable AI and interpretability in image processing tasks to provide insights into decision-making processes.
- Advances in image processing and computer vision tasks such as object detection and recognition, image segmentation, image classification, image restoration and enhancement, and image analysis.
- Applications of machine learning and image processing in various domains such as medical imaging, remote sensing, autonomous vehicles, and art restoration.
Dr. Sud Sudirman
Guest Editor
Prof. Dr. Friska Natalia
Co-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.
Keywords
- machine learning
- deep learning
- image and video processing
- image and video analysis
- computer vision
- computer-aided diagnosis
Benefits of Publishing in a Special Issue
- Ease of navigation: Grouping papers by topic helps scholars navigate broad scope journals more efficiently.
- Greater discoverability: Special Issues support the reach and impact of scientific research. Articles in Special Issues are more discoverable and cited more frequently.
- Expansion of research network: Special Issues facilitate connections among authors, fostering scientific collaborations.
- External promotion: Articles in Special Issues are often promoted through the journal's social media, increasing their visibility.
- Reprint: MDPI Books provides the opportunity to republish successful Special Issues in book format, both online and in print.
Further information on MDPI's Special Issue policies can be found here.
