Perception and Detection of Intelligent Vision
A special issue of Big Data and Cognitive Computing (ISSN 2504-2289).
Deadline for manuscript submissions: 30 April 2025 | Viewed by 2578
Special Issue Editors
Interests: robotic perception; machine learning; pattern recognition
Interests: computer vision; deep learning; few-shot learning; representation learning
Interests: computer vision; 3D vision; scene understanding
Special Issues, Collections and Topics in MDPI journals
Special Issue Information
Dear Colleagues,
Vision plays the most important role in the cognitive system of humans. Constructing an intelligent vision system that can achieve part or even all of the capabilities of the human vision system is one of the ultimate goals of many research areas such as computer vison, artificial intelligence, and cognitive science. In recent years, based on the significant amount of internet data, data-driven methods have greatly advanced the frontiers of intelligent vision, although it is not yet as powerful as the human vision system.
The aim of this Special Issue is to explore recent advances in visual perception in relation to the fields of computer vision and cognitive science. This Special Issue will bring together leading researchers and developers to present their latest research on algorithm design, system frameworks, and cognitive theories for developing intelligent vision systems. In this Special Issue, original research articles and reviews are welcome. Research areas may include (but not are limited to) the following:
- Computer vision;
- Robot vision;
- Visual perception;
- Scene understanding;
- 3D vision;
- Deep learning;
- Visual representation learning;
- Intelligent vision device;
- Large vision model;
- Unsupervised learning;
- Multi-model learning;
- Visual cognition theories;
- Action recognition and understanding;
- Human-computer interaction.
We look forward to receiving your contributions.
Prof. Dr. Hongshan Yu
Dr. Zhengeng Yang
Dr. Mingtao Feng
Dr. Qieshi Zhang
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
- visual perception
- deep learning
- intelligent vision systems
- vision cognition
- unsupervised learning
- large models
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.
- e-Book format: Special Issues with more than 10 articles can be published as dedicated e-books, ensuring wide and rapid dissemination.
Further information on MDPI's Special Issue polices can be found here.