Image courtesy of Historic Environment Scotland At the most basic level, a point-cloud model is a collection of 3D coordinates that conservators, art historians, and researchers can use to ...

RGB point cloud of the initial image — first producing a coarse 1,024-point cloud model, then a finer 4,096-point. "In practice, we assume that the image contains the relevant information from ...

Using the point cloud technique minimizes these problems, as can be seen with the model below: Of course the resolution of a point cloud can be adjusted to include far more details, as in the ...

Point clouds are made up of a set of points located ... This data can then be converted into a polygonal model that can be rendered like any other 3D model. However, the advantages of keeping ...

The next breakthrough to take the AI world by storm might be 3D model generators. This week, OpenAI open sourced Point-E, a machine learning system that creates a 3D object given a text prompt.

a model that generates images from text and a model that generates point cloud data from images. A model that generates images from text is a model that understands the association between text ...

“The photograph continues to travel, as it were, through the process,” Holdsworth says, “so there are still trace elements of the original photograph in the final point-cloud model.