Application of Artificial Intelligence in Image Processing

A special issue of Applied Sciences (ISSN 2076-3417). This special issue belongs to the section "Computing and Artificial Intelligence".

Deadline for manuscript submissions: 31 October 2024 | Viewed by 45

Special Issue Editor


E-Mail Website
Guest Editor
School of Software, Yunnan University, Kunming 650000, China
Interests: deep learning; image processing; fuzzy sets; information fusion

Special Issue Information

Dear Colleagues,

The field of image processing has long been at the forefront of leveraging artificial intelligence (AI) to revolutionize how we analyze, interpret, and utilize visual data. As we continue to push the boundaries of what is possible with AI, the integration of advanced algorithms and machine learning models has opened up new horizons in the realm of image analysis, leading to innovative applications across various industries. This has been facilitated by the rapid advancements in computational power, the availability of large annotated datasets, and the development of sophisticated AI techniques such as deep learning, computer vision, and pattern recognition.

The adoption of AI in image processing has triggered a wave of innovation that spans from medical imaging and diagnostics to security surveillance, autonomous vehicles, and digital media. The ability of AI to recognize patterns, classify images, and detect anomalies has far-reaching implications for enhancing efficiency, accuracy, and speed in image analysis tasks. In the face of these technological advancements, there is a growing need for research that explores the potential of AI in image processing, addresses the challenges associated with its implementation, and identifies new opportunities for innovation. The integration of AI with image processing technologies not only transforms the way we process visual information but also raises important questions about data privacy, ethical considerations, and the future of work in related fields.

This Special Issue on "Application of Artificial Intelligence in Image Processing" invites submissions that delve into the latest research and development regarding the application of AI to image processing. We welcome contributions that cover a wide range of topics, including (but not limited to) the following:

  • Utilizing AI for image recognition and classification;
  • Deep learning applications in medical imaging and diagnostics;
  • AI-driven techniques for object detection and segmentation in images;
  • Computer vision systems for security and surveillance;
  • AI in the enhancement and restoration of digital media;
  • Ethical considerations and challenges in AI-driven image processing;
  • Integration of AI with Internet of Things (IoT) for real-time image analysis;
  • Applications of AI in autonomous vehicle imaging systems;
  • AI and the future of image forensics and authentication;
  • Case studies in AI application for environmental monitoring and agriculture;
  • Exploring the role of AI in creative industries for image generation;
  • Sustainable AI practices in image processing;
  • Customer experience enhancement through AI-powered image personalization.

We encourage researchers, academics, and industry professionals to share their insights, findings, and innovative applications of AI in image processing. This Special Issue aims to provide a comprehensive overview of the current landscape and future directions in the field, offering a platform for the exchange of knowledge and the inspiration of new ideas and solutions.

Dr. Qian Jiang
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. Applied Sciences 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 2400 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

  • artificial intelligence
  • image processing
  • computer vision
  • machine learning
  • image recognition
  • image classification
  • medical imaging
  • object detection
  • image generation
  • application of AI-driven image processing

Published Papers

This special issue is now open for submission.
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