Nowadays, images have been superseded by point clouds, which provide 3D information, thereby expediting and enhancing the estimated motion. In this paper, we dig deeply into scene flow estimation in ...

In contrast to the literature where local patterns in 3D point clouds are captured by customized convolutional operators, in this paper we study the problem of how to effectively and efficiently ...

Image2PointCloud is a Python-based tool that generates 3D point clouds and meshes from one or more 2D images without requiring depth data. It leverages the DepthAnythingV2 model to estimate depth maps ...

Large-scale point cloud generated from 3D sensors is more accurate than its image-based counterpart. However, it is seldom used in visual pose estimation due to the difficulty in obtaining 2D-3D image ...

Researchers have introduced Point-Bind, a revolutionary 3D multi-modality model designed to seamlessly integrate point clouds with various data sources such as 2D images, language, audio, and video.

New IDS camera produces 3D point clouds and 2D colour images. This dual ability supports subsequent processes – for example when the images are to be further processed to perform sorting tasks ...

It does not matter if the photos were originally captured by a point-and-shoot camera, an Android phone, or an iPhone — any 2D photo will work.” Related: Best new movies to stream on Netflix ...