Author

Georg Vogeler

University of Graz

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Jul 2026

TextileNet: Towards Zero-shot Text-style Segmentation of Manuscripts

TextileNet is presented, a fully convolutional multi-task network trained exclusively on synthetic data to produce dense pixel-level texture embeddings, which are used to perform zero-shot retrieval on sub-word granularity for hand and gender identification.

A. Nicolaou, Antonella Ambrosio, D. Donato et al. · arXiv.org · 0 citations