Recently, there has been a rapid advance in techniques for synthesizing virtual, graphic models of physical objects. Techniques such as generative adversarial networks (GANs) and variational autoencoders (VAEs) have proven successful in generating urban environments and specific, individual objects, such...
This class handles the triangulation of spheres in a scene, builds a tessellation on request, and gives access to computed quantities, such as volume, porosity, micro-strain, and micro-stress associated with individual spheres (Figs. 14(a) and 14(b)), as explained in [19]. This feature ...
respective object meshes were created using Blender [10], excluding the NAO robot which is provided by [21]. The full pipeline including parameters and their distributions has been exposed and can be modified by the user through UE4’s Blueprint framework (graphical user interface). Apart from ...
Instance segmentation aims to output both the class and class instance information for individual pixels. Instance segmentation methods were initially devised in a two-stage manner by focusing on two separated tasks: object detection and semantic segmentation. For example, Mask R-CNN (He et al.,201...
However, in the case of precise motion control at low speed, in the close presence of other objects (for example, during maneuvers in ports, locks or in time of ship-to-ship mooring operations), a short-term change in wind speed may lead to hazardous ship maneuvers [4,5]. To prevent...
For the proposed model, we incrementally applied the individual modules as they were introduced in Section 3 to explore not only the overall effectiveness of the new model architecture but also the impact each part has on the recognition accuracy. By doing so, we can assess the increase in ...
Such 2D rooms represent the finest level of detail supported by the Dragonfly schema and all objects smaller than individual rooms like windows and shades are represented through simple sets of instructions for generating such objects (e.g., defining windows by their ratio and height). This ...