Special Issue "Multimodal Signal, Image and Video Analysis and Application"
Deadline for manuscript submissions: 10 August 2022 | Viewed by 1008
Interests: computer vision; pattern recognition; machine learning
Interests: computer vision and machine learning, especially data/label- and computation-efficient deep learning for visual recognition
Special Issues, Collections and Topics in MDPI journals
With the increasing requirement of fine-scale representation of the physical world, various data capturing techniques have been developed, which leads to a wide range of modalities for signals, images and videos. It is of particular importance to study the use of multimodal information to understand events in real-world application scenarios, e.g., object detection using RGBD and LiDAR data, surface defect inspection using optical and radar data, mural painting analysis using X-ray and multi-spectrum data, information retrieval using images and texts, etc. This Special Issue aims at promoting cutting-edge research in multimodal information processing and offers a timely collection of works to benefit researchers in both academia and industry. We welcome high-quality original submissions addressing either theoretical or practical issues. Topics of interests include, but are not limited to:
- Multimodal data acquisition techniques;
- Multimodal data storage and indexing techniques;
- Modeling, representation, and learning with multimodal data;
- Multimodal data fusion;
- Cross-modal data mining and retrieval;
- Visualization and interpretation techniques for multimodal data;
- Machine learning with multimodal data;
- Open issues for multimodal data analysis and application.
Dr. Qin Zou
Prof. Dr. Xinggang Wang
Dr. Long Chen
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. Electronics 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 2000 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.
- multimodal data
- image processing
- video processing
- machine learning
- information retrieval
- data fusion