Characterization and Analysis of the 3D Gaussian Splatting Rendering Pipeline

Novel view synthesis, a task generating a 2D image frame from a specific viewpoint within a 3D object or scene, plays a crucial role in 3D rendering. Neural Radiance Field (NeRF) emerged as a prominent method for implementing novel view synthesis, but 3D Gaussian Splatting (3DGS) recently began to e...

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Veröffentlicht in:	IEEE computer architecture letters 2024-11, p.1-4
Hauptverfasser:	Lee, Jiwon, Lee, Yunjae, Kwon, Youngeun, Rhu, Minsoo
Format:	Artikel
Sprache:	eng
Schlagworte:	3D Gaussian splatting characterization Computational modeling Electric breakdown Graphics processing units Image color analysis Neural radiance field novel view synthesis Pipelines Point cloud compression rendering Rendering (computer graphics) Sorting spatial computing Three-dimensional displays
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