SYSTEM AND METHOD FOR PROVIDING NEURAL NETWORK-CONTROLLED WIDE-NODE DIVISION

Abstract

A computer system and a process generate bounding boxes for objects in a three-dimensional scene. A grid generator creates a 3D grid, and a histogram generator creates a histogram of primitive intersections with the grid cells. A neural network receives the histogram as input and generates bounding boxes around objects. A box optimizer minimizes the sum of the surface areas of the bounding boxes. The histogram can be compressed, using a single bit per bin to indicate the presence of primitives. Primitives are assigned to child nodes based on their proximity or fit. The system provides efficient and optimized bounding box generation for computer graphics applications.

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