Xiao-Yu Dong

Uncertainty-aware monocular-prior assisted stereo depth measurement for robust 3-D visual sensing

Stereo vision is an important non-contact technique for 3D depth measurement, but its measurement reliability is often degraded in ambiguous regions, such as textureless surfaces, occlusion boundaries, and areas with weak visual correspondence. Although recent deep stereo methods have achieved high accuracy on standard...