curriculum learning 1density transformation 1indoor 3D reconstruction 1neural implicit representation 1spatially adaptive supervision 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.CV2026
CASA-SDF: Curriculum-Aware Spatial Adaptation with Curvature-Guided Density for Neural Implicit Surface Reconstruction
Lei Yang, Weiqing Li, Zhiyong Su +1
The paper introduces CASA-SDF, a framework that uses curriculum-aware spatial adaptation and curvature-guided density transformation to improve neural implicit surface reconstructi…
cs.CV2024
URoadNet: Dual Sparse Attentive U-Net for Multiscale Road Network Extraction
Jie Song, Yue Sun, Ziyun Cai +3
The challenges of road network segmentation demand an algorithm capable of adapting to the sparse and irregular shapes, as well as the diverse context, which often leads traditiona…