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This paper focuses on digitally-supported research methods for an importantgroup of cultural heritage objects, the Greek pottery, especially with figureddecoration. The design, development and application of new digital methods forsearching, comparing, and visually exploring these vases needs aninterdisciplinary approach to effectively analyse the various features of thevases, like shape, decoration, and manufacturing techniques, and relationshipsbetween the vases. We motivate the need and opportunities by a multimodalrepresentation of the objects, including 3D shape, material, and painting. Wethen illustrate a range of innovative methods for these representations,including quantified surface and capacity comparison, material analysis, imageflattening from 3D objects, retrieval and comparison of shapes and paintings,and multidimensional data visualization. We also discuss challenges and futurework in this area.

Cross-Modal Search and Exploration of Greek Painted Pottery