Special Issue "Visual Localization"
A special issue of Journal of Imaging (ISSN 2313-433X).
Deadline for manuscript submissions: closed (1 May 2022) | Viewed by 9582
Interests: computer vision; localization; artificial intelligence; calibration; autonomous vehicle; image processing; mobile robotics
Special Issues, Collections and Topics in MDPI journals
Special Issue in Applied Sciences: Future Autonomous Vehicles and Their Systems
The tasks involved in autonomous navigation (UAVs, robots and autonomous vehicles) can be categorized into five major modules: perception, localization, mapping, planning and control.
The localization module aims to determine the vehicle's pose (3D location and orientation) and plays a critical role in autonomous navigation. Navigation safety and comfort are highly dependent on the accuracy and robustness of this module.
This localization can be absolute (GPS coordinates or metric coordinates in a known map) or relative (the localization of the vehicle with respect to its lane, with respect to its initial pose, etc.). Although there are systems dedicated to localization, such as GPS, the accuracy of localization and signal loss in difficult environments (indoor or urban environments) make them unsuitable for autonomous navigation.
When the localization module uses only one camera, it is referred to as visual localization. The latter is particularly important for improving the accuracy and robustness of localization in difficult environments.
This Special Issue of the Journal of Imaging aims to feature papers on recent advances in visual localization. All levels of localization are of interest for this Special Issue (i.e., visual odometry, structure from motion, simultaneous localization and mapping, and place recognition) for any method based on the use of at least one camera. We also encourage work based on multisensor fusion and on the use of emerging imaging techniques (plenoptic, event camera, etc.).
Prof. Dr. Rémi Boutteau
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. Journal of Imaging 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 1600 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.
- Visual localization
- Visual odometry
- Structure from motion (SfM)
- Simultaneous localization and mapping (SLAM)
- Bundle adjustment
- Place recognition
- Pose estimation
- Long-term visual localization
- Localization with emerging sensors (plenoptic camera and event camera)
- Object detection and localization
- Visual descriptors for efficient localization
- Sensor fusion for localization (camera/lidar, visual/inertial, etc.)
- Indoor localization
- Deep learning for visual localization
- Semantic visual localization