AI for Visual Perception and Artificial Consciousness
A special issue of Journal of Imaging (ISSN 2313-433X). This special issue belongs to the section "AI in Imaging".
Deadline for manuscript submissions: closed (31 May 2024) | Viewed by 1344
Special Issue Editors
Interests: computer vision; artificial intelligence; deep learning; image analysis and processing; visual saliency; biomedical image analysis; large language models
Special Issues, Collections and Topics in MDPI journals
Interests: computational linguistics; NLP; cognitive robotics; artificial consciousness
Interests: philosophy of mind; consciousness; machine consciousness; psychology of perception; psychology of art; media; philosophy of communication
Special Issues, Collections and Topics in MDPI journals
Interests: multimedia signal processing; image processing and understanding; image feature extraction and selection; neural network classifiers; object classification and tracking
Special Issues, Collections and Topics in MDPI journals
Interests: cognitive architectures; augmented human–computer interaction; social robotics
Interests: robotics; computer vision; computational creativity
Special Issues, Collections and Topics in MDPI journals
Special Issue Information
Dear Colleagues,
Despite recent progress, AI still faces fundamental problems at the intersection of technology and perception. AI can help us gain deeper insights into visual perception and consciousness.
Visual perception refers to how living beings, including humans, interpret and make sense of visual stimuli from the surrounding environment. It spans the reception of visual information through the eyes, the processing of this information by the brain, and the subsequent construction of a meaningful perceptual experience.
On the other hand, artificial consciousness considers the possibility of designing machines or artificial systems associated with forms of consciousness or subjective experience. Today, AI can reliably recognise a face, but can it see it? Is AI able to identify itself by visually self-perceiving itself? Does conscious awareness compare favourably to what today's AI can do? Are we missing a key component?
The Special Issue aims to gather contributions in the form of research and review articles encompassing the multidisciplinary topics involved in artificial intelligence for perception and artificial consciousness.
A non-exhaustive list of topics of interest is given below:
- AI models for perception
- AI models for visual attention
- Attention and self-attention-based applications
- Computational approaches for visual saliency
- Consciousness and artificial consciousness ontology
- Computational models of consciousness
- Cognitive architectures for artificial consciousness
- Biologically inspired AI solutions
- Saliency from images and videos
Dr. Alessandro Bruno
Dr. Arianna Pipitone
Prof. Dr. Riccardo Manzotti
Dr. Pier Luigi Mazzeo
Dr. Agnese Augello
Dr. Filippo Vella
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 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. Journal of Imaging 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 1800 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
- visual perception
- artificial consciousness
- visual attention
- artificial intelligence
- saliency models
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