A Toolkit to Benchmark Point Cloud Quality Metrics with Multi-Track Evaluation Criteria
Ali Ak,
Emin Zerman,
Maurice Quach
et al.
Abstract:Point clouds (PCs) gained popularity as a representation for 3D objects and scenes and are widely used in numerous applications in augmented and virtual reality domains. Concurrently, quality assessment of PCs became even more relevant to improve various aspects of these imaging pipelines. To stimulate further growth and interest in point cloud quality assessment (PCQA), we created a large-scale PCQA dataset (called "BASICS") which provides the research community with a relevant and challenging dataset to deve… Show more
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