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Finally, we obtain similarity index by pooling the local graph significance across all color channels and averaging across all graphs. We evaluate GraphSIM on two large and independent point cloud assessment datasets that involve a wide range of impairments (e.g., re-sampling, compression, and additive noise). GraphSIM provides state-of-the-art performance for all distortions with noticeable gains in predicting the subjective mean opinion score (MOS) in comparison with point-wise distance-based metrics adopted in standardized reference software. Abl

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