Preprint
Aug 2026
Zero-Shot SAM2 Segmentation and Vision Transformer-Based Recognition of Elamite Cuneiform Symbols from Degraded Tablet Images
EpigraphNet, a segmentation-guided transformer pipeline evaluated on the Persepolis Fortification Archive, is introduced, and a lower Spearman correlation between sign frequency and per-class performance indicates more balanced recognition across frequent and rare classes.
Utsav Poudel, Rasik Bhattarai, Siddhartha Pathak et al.
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