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Author

Run-Rui Li

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Preprint Aug 2026

DTRNet: Dual Text-Radical Decoding for Handwritten Chinese Text Recognition with Faked Character Detection

DTRNet is proposed, a dual Text-Radical decoding framework for line-level faked character detection and IDS-Guided Confidence Adjustment (IGCA) is introduced to refine text predictions using structural evidence during inference to preserve character-structural evidence independent of contextual inference.

Runrui Li, Lin Zhu, Hua Huang · 0 citations
Aug 2026

Bridging the Gap in Exam Handwritten Text Recognition: Dataset, Benchmark, and Modeling.

EduOCR, a recognition model with a collaborative dual-branch decoder that consistently outperforms state-of-the-art HTR models, OCR tools, and multimodal large language models across all 12 challenges, demonstrating superior robustness and adaptability.

Runrui Li, Lin Zhu, Hua Huang · 0 citations

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