Depth extraction, refinement and confidence estimation from image data

Depth extraction is one of the important steps of $3$D computer vision (CV). Although, it has been researched for many decades and there are variety of methods already that addresses depth extraction, there is no perfect solution that satisfies the needs of all CV algorithms. Stereo vision is implemented in CV as a matching algorithm where an...