Image Processing and Analysis for Object Detection: 2nd Edition
A special issue of Sensors (ISSN 1424-8220). This special issue belongs to the section "Sensing and Imaging".
Deadline for manuscript submissions: 30 September 2024 | Viewed by 619
Special Issue Editor
Interests: computer vision; pattern recognition
Special Issues, Collections and Topics in MDPI journals
Special Issue Information
Dear Colleagues,
Recent years have seen an explosion in interest in the development of deep learning techniques for computer vision. As deep learning comes to encompass 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 applications, 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 the latest advances in the field of computer vision, involving the use of sensors (such as cameras, video cameras, drones, etc.) for image acquisition, the use of deep learning methods, and a special focus on low-level and high-level computer vision tasks. Original research and review articles are welcome. Potential topics may 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.
Prof. Dr. Kaihua Zhang
Guest Editor
Manuscript Submission Information
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Keywords
- deep learning
- computer vision
- object detection
- visual tracking
- image super-resolution
- saliency object detection
Related Special Issue
- Image Processing and Analysis for Object Detection in Sensors (21 articles)
