Equipping sketch patches with context-aware positional encoding for graphic sketch representation

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Sicong Zang, Zhijun Fang

Published: 01 Jan 2025, Last Modified: 14 Oct 2025Comput. Vis. Image Underst. 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Rethink the attendance of drawing orders in graphic sketch representation.•Embed contextual information among sketch strokes by positional encoding.•Inject drawing orders into graph nodes in graphic sketch representation learning.•Significantly improve sketch healing and controllable sketch synthesis.