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1. Introduction The problem of analyzing the distributional properties of contour ensembles arises in a wide range of domains like meteorology, where analysts need to interpret multiple simulation runs [LP08]; medicine, where clinicians plan interventions using robust representations of the organs [KHS*19]; and biology [MM22], where changes in cells' morphology across a population of cells can be indicative of looming disease.
2.3. Lossy Attribute Compression A small loss in precision opens the door to a much smaller memory footprint, as evidenced by many modern image file formats, such as JPEG [Wal91] with their impressive compression ratios. Dolonius [DSKA17] introduced a lossy scheme aimed specifically at compressing the 1D colour arrays associated with SVDAGs. Their algorithm is designed to achieve high quality but does not enable real-time modifications.
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