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Loopy Belief Propagation for Stereo Matching

A C++ implementation of Loopy Belief Propagation for stereo matching, featuring six alternative message update schedules to analyze convergence behavior and solution quality.

Input Image

The Tsukuba stereo image that used as input.

Tsukuba Left Tsukuba Right

Output Image

The disparity maps that created at the output.

Belief Propagation (Synchronous)

Belief Propagation (Synchronous) Disparity Map

Belief Propagation (Bipartite)

Belief Propagation (Bipartite) Disparity Map

Belief Propagation (Accelerated)

Belief Propagation (Accelerated) Disparity Map

Belief Propagation (Accelerated2)

Belief Propagation (Accelerated2) Disparity Map

Belief Propagation (ByRow)

Belief Propagation (ByRow) Disparity Map

Belief Propagation (ByRow2)

Belief Propagation (ByRow2) Disparity Map

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A C++ implementation of Loopy Belief Propagation for stereo matching, featuring six alternative message update schedules to analyze convergence behavior and solution quality.

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