Special Issue "Image Processing and Analysis for Object Detection"
Deadline for manuscript submissions: 1 October 2022 | Viewed by 1395
Interests: image segmentation; level sets; visual tracking
Interests: visual tracking; sign language recognition
Interests: multimedia analysis; sign language recognition
We have witnessed an explosion in interest related to the research and development of deep learning techniques for computer vision in recent years. As deep learning covers almost all fields of science and engineering, computer vision remains one of its primary application areas. Specifically, the use of deep learning to handle computer vision tasks has led to numerous unprecedented performances, such as high-accuracy object detection, visual tracking, image segmentation, image/video super-resolution, satellite image processing, and saliency object detection, which cannot achieve promising performance through the use of conventional methods.
This Special Issue aims to cover recent advancements in computer vision that involve the use of deep learning methods, with a particular interest in low-level and high-level computer vision tasks. Both original research and review articles are welcome. Topics include, but are not limited to, the following:
- Image/video super-resolution with deep learning approaches;
- Object detection, visual tracking, and image/video segmentation with deep learning approaches;
- Supervised and unsupervised learning for image/video processing;
- Satellite image processing with deep learning techniques;
- Low-light image enhancement using deep learning approaches.
Dr. Kaihua Zhang
Prof. Dr. Wanli Xue
Dr. Bo Liu
Dr. Guangwei Gao
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. Sensors 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 2400 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.
- deep learning
- computer vision
- object detection
- visual tracking
- image super-resolution
- saliency object detection