Dear Colleagues,
We would like to invite the academic and industrial research community
to submit original research as well as review articles to this special
issue of the Sensors journal (impact factor = 3.031).
In recent years, image capture systems have increasingly been used in
industrial, commercial, and agricultural applications as a means to
obtain information which could improve the quality of the obtained
products. The methodologies and technologies related to video
processing, imaging processing, 3D modeling, and multimedia have
significantly been implemented in the field of computer vision. The
continuous development of these technologies has led to an
introduction of new methodologies and applications in this field.
Machine learning algorithms and deep learning provide paradigms to
process and classify obtained 3D images or point clouds, as well as
video action recognition.
Recently, advancements in sensor technologies that acquire point cloud
data have paved the way for the development of new ideas,
methodologies, and solutions in countless remote sensing applications.
This Special Issue addresses the latest research advances in 3D image,
point cloud, and video classification. This covers a wide area of
applications, such as industrial pieces recognition, crop status
management, video action recognition, etc. and several techniques:
machine learning, deep learning, etc. The papers will help readers to
explore and share their knowledge and experience in technologies and
development techniques.
Information can be found in this link:
https://www.mdpi.com/journal/sensors/special_issues/3D_images_point_clouds_videos_classification
Related topics are included in the following list (but not limited to it):
artificial intelligence
machine learning
3D model processing
robotic applications
deep learning for point cloud processing
point cloud classification
modeling urban and natural environments from aerial and mobile
LiDAR/image-based point clouds
industrial applications with large-scale point clouds
machine and robot vision
3D Image detection, recognition, and tracking
biometrics and biomedical image analysis
action recognition
mathematical methods in image processing, analysis, and representation
artificial intelligence tools in image analysis
pattern recognition algorithms applied for images
Deadline for manuscript submissions: 15 October 2020.
Prof. Dr. Basilio Sierra (University of the Basque Country)
Dr. Naiara Aginako (University of the Basque Country)
Dr. José María Martínez-Otzeta (University of the Basque Country)
Guest Editors
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