Left image in the Tsukuba stereo pair

Right image and is corrupted by a synthetic IRM

Ground truth illumination ratio map (IRM)

The recovered IRM using our algorithm

Ground truth disparity map

Recovered disparity map using per pixel-based 

intensity difference (SD)

Recovered disparity map using 

normalized-cross correlation (NC)

Result of our algorithm using 

iterative Belief Propagation