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Three-dimensional point cloud semantic segmentation for cultural heritage: a comprehensive review
In the cultural heritage field, point clouds, as important raw data of geomatics, are not only
three-dimensional (3D) spatial presentations of 3D objects but they also have the potential …
three-dimensional (3D) spatial presentations of 3D objects but they also have the potential …
A review of point clouds segmentation and classification algorithms
Today 3D models and point clouds are very popular being currently used in several fields,
shared through the internet and even accessed on mobile phones. Despite their broad …
shared through the internet and even accessed on mobile phones. Despite their broad …
[HTML][HTML] Hyperspectral and lidar data applied to the urban land cover machine learning and neural-network-based classification: A review
Rapid technological advances in airborne hyperspectral and lidar systems paved the way
for using machine learning algorithms to map urban environments. Both hyperspectral and …
for using machine learning algorithms to map urban environments. Both hyperspectral and …
Voxel-based 3D point cloud semantic segmentation: Unsupervised geometric and relationship featuring vs deep learning methods
Automation in point cloud data processing is central in knowledge discovery within decision-
making systems. The definition of relevant features is often key for segmentation and …
making systems. The definition of relevant features is often key for segmentation and …
[HTML][HTML] Initial user-centered design of a virtual reality heritage system: Applications for digital tourism
Reality capture allows for the reconstruction, with a high accuracy, of the physical reality of
cultural heritage sites. Obtained 3D models are often used for various applications such as …
cultural heritage sites. Obtained 3D models are often used for various applications such as …
Classification of 3D digital heritage
In recent years, the use of 3D models in cultural and archaeological heritage for
documentation and dissemination purposes is increasing. The association of …
documentation and dissemination purposes is increasing. The association of …
[HTML][HTML] 3D point cloud for cultural heritage: A scientometric survey
Three-dimensional point cloud has been widely used in the cultural heritage field in the last
two decades, gaining attention from both academic and industry communities. A large …
two decades, gaining attention from both academic and industry communities. A large …
Towards semantic photogrammetry: Generating semantically rich point clouds from architectural close-range photogrammetry
Developments in the field of artificial intelligence have made great strides in the field of
automatic semantic segmentation, both in the 2D (image) and 3D spaces. Within the context …
automatic semantic segmentation, both in the 2D (image) and 3D spaces. Within the context …
[HTML][HTML] CityJSON building generation from airborne LiDAR 3D point clouds
The relevant insights provided by 3D City models greatly improve Smart Cities and their
management policies. In the urban built environment, buildings frequently represent the …
management policies. In the urban built environment, buildings frequently represent the …
A comprehensive review on application of drone, virtual reality and augmented reality with their application in dragline excavation monitoring in surface mines
Application of drone technology combined with LiDAR and Virtual Reality/Augmented
Reality in surface mining operational optimization is growing on a high trajectory. The …
Reality in surface mining operational optimization is growing on a high trajectory. The …