Abstract: Hghlights•A novel local stereo matching algorithm with linear complexity is proposed.•The overall algorithm generates the state-of-the-art results.•“Two-level local adaptation” is introduced to guide the adaptive guided filtering.•The novel post-processing method handles both occlusions and textureless regions.•A parallel algorithm is proposed to speed up the algorithm on GPU.
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