Artificial Intelligence-Based Image Processing and Computer Vision
Deadline for manuscript submissions: 31 July 2024 | Viewed by 2934
Interests: artificial intelligence; computer vision; parallel computing; embedded systems; secure and trustworthy systems
Special Issues, Collections and Topics in MDPI journals
Modern image processing is a process of transforming an image into a digital form and using computing systems to process, manipulate, and/or enhance digital images through various algorithms. Image processing is also a requisite for many computer vision tasks as it helps to preprocess images and prepares data in a form suitable for various computer vision models. Computer vision generally refers to techniques that enable computers to understand and make sense of images. Computer vision enables machines to extract latent information from visual data and to mimic the human perception of sight with computational algorithms. Active research is ongoing on developing novel image processing and computer vision algorithms including artificial intelligence (AI), in particular, deep-learning-based algorithms to enable new and fascinating applications. Advances in AI-based image processing and computer vision have enabled many exciting new applications, such as autonomous vehicles, unmanned aerial vehicles, computational photography, augmented reality, surveillance, optical character recognition, machine inspection, autonomous package delivery, photogrammetry, biometrics, computer-aided inspection of medical images, and remote patient monitoring. Image processing and computer vision have applications in various domains including healthcare, transportation, retail, agriculture, business, manufacturing, construction, space, and military.
This Special Issue will explore algorithms and applications of image processing and computer vision inspired by AI. For this Special Issue, we welcome the submission of original research articles and reviews that relate to computing, architecture, algorithms, security, and applications of image processing and computer vision. Topics of interest include but are not limited to the following:
- Image interpretation
- Object detection and recognition
- Spatial artificial intelligence
- Event detection and activity recognition
- Image segmentation
- Video classification and analysis
- Face and gesture recognition
- Pose estimation
- Computational photography
- Image security
- Vision hardware and/or software architectures
- Image/vision acceleration techniques
- Monitoring and surveillance
- Situational awareness.
Dr. Arslan Munir
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. AI is an international peer-reviewed open access quarterly 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.
- image processing
- computer vision
- image fusion
- vision algorithms
- deep learning
- stereo vision
- activity recognition
- image/video analysis
- image encryption
- computational photography
- vision hardware/software
- monitoring and surveillance
- augmented reality