Artificial Cognitive Systems for Computer Vision
A special issue of Big Data and Cognitive Computing (ISSN 2504-2289).
Deadline for manuscript submissions: 31 December 2024 | Viewed by 683
Special Issue Editors
Interests: deep learning (DL); computer vision (CV); natural language processing (NLP); computer vision; robotic navigation
Interests: deep reinforcement learning; game theory; mobile computing; environmental big data; network optimization and planning
Special Issue Information
Dear Colleagues,
In recent years, the convergence of artificial intelligence and computer vision has heralded a new era of unprecedented possibilities. As the demand for more intelligent and perceptive systems continues to grow, the integration of artificial cognitive capabilities into computer vision has become a focal point of extensive research and development. This Special Issue aims to unite cutting-edge research and advancements in the realm of "Artificial Cognitive Systems for Computer Vision.” For this Special Issue, we invite researchers, academics, and practitioners to submit original research papers on artificial cognitive approaches for advancing computer vision systems. We seek contributions that focus on leveraging machine learning, cognitive reasoning, and related methods to enhance computer vision capabilities. Authors are encouraged to explore innovative ways of using cognitive inference mechanisms to improve algorithm efficiency, accuracy, and adaptability. Additionally, insights into integrating advanced computer vision models for cognitive tasks, along with practical implementations and empirical evaluations in real-world scenarios, are highly valued. Topics of interest include, but are not limited to:
- Cognitive systems in image classification;
- Cognitive systems in object detection, segmentation, and tracking;
- Cognitive systems in video analysis;
- Cognitive systems in vision–language reasoning;
- Multimodal large language models;
- Computer vision for embodied AI (robots, drones, etc.);
- Computer vision system and applications.
Dr. Liqi Yan
Prof. Dr. Jianhui Zhang
Dr. Fangli Guan
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. Big Data and Cognitive Computing 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
- artificial cognitive systems
- computer vision
- image classification
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