Semi-dense and robust image registration by shift adapted weighted aggregation and variational completion

Highlights：

• The disparity adapted weighted aggregation reduces the fattening effect.

• The multi-scale strategy highly decreases errors due to match ambiguities.

• Our local and global methods are robust to additive illumination changes.

• The proposed validation criteria rejects inaccurate estimations.