Rugularizing generalizable neural radiance field with limited-view images

Abstract We present a novel learning model with attention and prior guidance for view synthesis. In contrast to previous works that focus on optimizing for specific scenes with densely captured views, our model explores a generic deep neural framework to reconstruct radiance fields from a limited nu...

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Bibliographic Details
Main Authors: Wei Sun, Ruijia Cui, Qianzhou Wang, Xianguang Kong, Yanning Zhang
Format: Article
Language:English
Published: Springer 2024-12-01
Series:Complex & Intelligent Systems
Subjects:
Online Access:https://doi.org/10.1007/s40747-024-01696-6
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