cross-domain robustness 1metric geometry 1monocular depth estimation 1spatial calibration 1zero-shot generalization 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.CV2026
FoundationGeo: Learning Spatial Pixel-Wise Fields for Monocular Metric Geometry
Muxin Liu, Xiaoyang Lyu, Tianhe Ren +7
FoundationGeo is a two‑stage framework that first learns an affine‑invariant geometry model from a large multi‑domain dataset, then refines metric depth using lightweight pixel‑wis…
eess.IV2026
Coordinate-conditioned Deconvolution for Scalable Spatially Varying High-Throughput Imaging
Qianwan Yang, Zhixiong Chen, Jiaqi Zhang +3
Wide-field fluorescence microscopy with compact optics often suffers from spatially varying blur due to field-dependent aberrations, vignetting, and sensor truncation, while finite…