Advances in Infrared Imaging: Sensing, Exploitation and Applications 2021-2022
A special issue of Sensors (ISSN 1424-8220). This special issue belongs to the section "Sensing and Imaging".
Deadline for manuscript submissions: closed (14 April 2023) | Viewed by 6660
Special Issue Editors
Interests: multispectral imaging; 2D / 3D images and model registration; fast 3D scene flow estimation; modeling dynamic environments using adaptive gridmaps; multimodal stereo systems; implicit functions for object representations; cross-spectral image segmentation
Interests: video and image understanding, exploitation and analytics (object detection, tracking, feature extraction, recognition, geo/registration, multi-camera activity pattern modeling and recognition, multi-sensory data fusion, text mining and fusion with video data; automatic target recognition, etc.); ground/aerial/underwater robotics (assisted perception, supervised tele-autonomy, autonomous navigation), geo-localization and big data analytics (content/feature extraction, topic modeling, indexing, matching); machine learning (classification and clustering, pattern learning, and deep learning)
Special Issue Information
Dear Colleagues,
The number of infrared image applications has been growing considerably over the last few decades; this evolution is mainly motivated by the appearance of new devices, as well as the reduction in the price of technology. Today, infrared-based devices can be found in domains that range from medical applications to computer games or industrial solutions. Infrared images are divided into different categories, including near infrared (NIR), short-wave infrared (SWIR), mid-wave infrared (MWIR) and long-wave infrared (LWIR). Images from each one of these subcategories have their own characteristics that make them attractive to specific applications. It should be noted that these characteristics are not only used to develop new applications, but also to improve the appearance of the corresponding VS image in case it is available, for instance, in noise filtering, image enhancement, and dehazing. In other words, infrared imaging is becoming a solid source of additional information for a wide range of applications.
This Special Issue is intended to review the state of the art on infrared imaging, from image acquisition to processing, and understanding of all the infrared spectra. The following infrared imaging topics will be covered, but this Special Issue is not limited to only these topics:
- Imaging systems (NIR/SWIR/MWIR/LWIR);
- Processing (filtering, coloring, feature extraction, and matching);
- Representation (fusion, thermal mapping);
- Understanding (machine learning, pattern recognition);
- Deep/transfer learning, domain adaptation;
- Vision-aided navigation;
- Sensing for agriculture and food safety;
- Autonomous driving;
- Thermal image applications;
- Remote sensing
Prof. Dr. Angel D. Sappa
Dr. Riad Hammoud
Guest Editors
Manuscript Submission Information
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