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A real time global illumination solution that achieves glossy surfaces
...The renderer demonstrates cutting-edge rendering techniques aimed at achieving realistic lighting effects without precomputed data, making it ideal for games and interactive applications that need real-time performance with physically plausible lighting. It provides a clean implementation of voxelization and cone tracing in a modern graphics API, making it both a learning tool and a high-performance rendering solution.
Deep Hough Voting for 3D Object Detection in Point Clouds
...VoteNet works end-to-end: it learns the voting, aggregation, and bounding-box regression components jointly, enabling strong detection accuracy without relying on 2D proxies or voxelization. The codebase includes data preparation for indoor datasets (SUN RGB-D, ScanNet), training and evaluation scripts, and demo utilities to visualize predicted boxes over point clouds.
Voxelization is conversion of analytic graphic objects to representation by volumetric grids. The package provides for voxelization of various primitives. If objects have sharp edges, they are smoothed in order to prevent reconstruction artifacts.
This application is a .NET based framework, designed for helping in development of different volume reconstruction, 3D voxel visualization and color consistency algorithms in multi view dynamic scenes.
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