Neural networks : the official journal of the International Neural Network SocietyImagingThree-DimensionalNormal DistributionHumansDepth Perception
Depth-consistent 3D Gaussian Splatting via physical defocus modeling and multi-view geometric supervision.
Yu Deng, Baozhu Zhao, Junyan Su, Xiaohan Zhang, Qi Liu
Published: 202610.1016/j.neunet.2025.108320
Abstract
Three-dimensional reconstruction in scenes with extreme depth variations remains challenging due to inconsistent supervisory signals between near-field and far-field regions. Existing methods fail to simultaneously address inaccurate depth estimation…
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