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Yes, the artifacts you are seeing are related to how stereo block matching works. Parameter tuning will allow some optimization, but noise and gaps in stereo point clouds should be expected and will not go away completely in any but the most controlled scenarios.

The "Choosing good stereo parameters" tutorial provides some help on what the knobs are with regards to hopefully improving results.