arxivcs.CV2026-07-15
2D Rotary Position Embedding for Scene Text Recognition with Transformers
Scene Text Recognition (STR) remains challenging due to the diversity of text appearances, including curvature, rotation, and perspective distortion. Recent Transformer-based approaches perform well but usually rely on one-dimensional positional encodings that ignore the 2D spati…