Multi-Column Deep Neural Networks for Offline Handwritten Chinese Character Classification
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Abstract (arXiv)
Our Multi-Column Deep Neural Networks achieve best known recognition rates on Chinese characters from the ICDAR 2011 and 2013 offline handwriting competitions, approaching human performance.
Key facts. Cited by 15 papers in the map (data through 7 Oct 2026). First posted on arXiv 1 Sep 2013.
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Citing papers per year: 2021: 1; 2022: 4; 2023: 3; 2024: 2; 2025: 3; 2026: 2.
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- 2023Chinese Text Recognition with A Pre-Trained CLIP-Like Model Through Image-IDS Aligningcited by 24
- 2022RZCR: Zero-shot Character Recognition via Radical-based Reasoningcited by 12
- 2022Chinese Character Recognition with Radical-Structured Stroke Treescited by 12
- 2023Zero-shot Generation of Training Data with Denoising Diffusion Probabilistic Model for Handwritten Chinese Character Recognitioncited by 10
- 2023Toward Zero-shot Character Recognition: A Gold Standard Dataset with Radical-level Annotationscited by 10
- 2022STAR: Zero-Shot Chinese Character Recognition with Stroke- and Radical-Level Decompositionscited by 5
- 2025MegaHan97K: A Large-Scale Dataset for Mega-Category Chinese Character Recognition with over 97K Categoriescited by 3
- 2024Improving Chinese Character Representation with Formation Treecited by 2
- 2025CoLa: Chinese Character Decomposition with Compositional Latent Componentscited by 2
- 2024SAN: Structure-Aware Network for Complex and Long-tailed Chinese Text Recognitioncited by 1
- 2025Zero-Shot Chinese Character Recognition with Hierarchical Multi-Granularity Image-Text Aligningcited by 1
- 2021Bengali Handwritten Grapheme Classification: Deep Learning Approachcited by 0
3 more
- 2022A new database of Houma Alliance Book ancient handwritten characters and classifier fusion approachcited by 0
- 2026Rotation-free Online Handwritten Character Recognition Using Linear Recurrent Unitscited by 0
- 2026Logographic Character Visual Pretraining via Semantic-based Contrastive Learningcited by 0
- 2026Logographic Character Visual Pretraining via Semantic-based Contrastive Learning30 Jul 2026
- 2026Rotation-free Online Handwritten Character Recognition Using Linear Recurrent Units2 Feb 2026
- 2025MegaHan97K: A Large-Scale Dataset for Mega-Category Chinese Character Recognition with over 97K Categories5 Jun 2025
- 2025CoLa: Chinese Character Decomposition with Compositional Latent Components4 Jun 2025
- 2025Zero-Shot Chinese Character Recognition with Hierarchical Multi-Granularity Image-Text Aligning30 May 2025
- 2024SAN: Structure-Aware Network for Complex and Long-tailed Chinese Text Recognition10 Nov 2024
- 2024Improving Chinese Character Representation with Formation Tree19 Apr 2024
- 2023Chinese Text Recognition with A Pre-Trained CLIP-Like Model Through Image-IDS Aligning3 Sep 2023
- 2023Toward Zero-shot Character Recognition: A Gold Standard Dataset with Radical-level Annotations1 Aug 2023
- 2023Zero-shot Generation of Training Data with Denoising Diffusion Probabilistic Model for Handwritten Chinese Character Recognition25 May 2023
- 2022Chinese Character Recognition with Radical-Structured Stroke Trees24 Nov 2022
- 2022STAR: Zero-Shot Chinese Character Recognition with Stroke- and Radical-Level Decompositions16 Oct 2022
- 2023Chinese Text Recognition with A Pre-Trained CLIP-Like Model Through Image-IDS Aligningcited by 24
- 2022RZCR: Zero-shot Character Recognition via Radical-based Reasoningcited by 12
- 2022Chinese Character Recognition with Radical-Structured Stroke Treescited by 12
- 2023Toward Zero-shot Character Recognition: A Gold Standard Dataset with Radical-level Annotationscited by 10
- 2022STAR: Zero-Shot Chinese Character Recognition with Stroke- and Radical-Level Decompositionscited by 5
- 2025MegaHan97K: A Large-Scale Dataset for Mega-Category Chinese Character Recognition with over 97K Categoriescited by 3
- 2024Improving Chinese Character Representation with Formation Treecited by 2
- 2025CoLa: Chinese Character Decomposition with Compositional Latent Componentscited by 2
- 2024SAN: Structure-Aware Network for Complex and Long-tailed Chinese Text Recognitioncited by 1
- 2025Zero-Shot Chinese Character Recognition with Hierarchical Multi-Granularity Image-Text Aligningcited by 1
- 2021Bengali Handwritten Grapheme Classification: Deep Learning Approachcited by 0
- 2022A new database of Houma Alliance Book ancient handwritten characters and classifier fusion approachcited by 0
12 most cited of 14 All 14 (JSON)
- 2026Logographic Character Visual Pretraining via Semantic-based Contrastive Learning30 Jul 2026
- 2026Rotation-free Online Handwritten Character Recognition Using Linear Recurrent Units2 Feb 2026
- 2025MegaHan97K: A Large-Scale Dataset for Mega-Category Chinese Character Recognition with over 97K Categories5 Jun 2025
- 2025CoLa: Chinese Character Decomposition with Compositional Latent Components4 Jun 2025
- 2025Zero-Shot Chinese Character Recognition with Hierarchical Multi-Granularity Image-Text Aligning30 May 2025
- 2024SAN: Structure-Aware Network for Complex and Long-tailed Chinese Text Recognition10 Nov 2024
- 2024Improving Chinese Character Representation with Formation Tree19 Apr 2024
- 2023Chinese Text Recognition with A Pre-Trained CLIP-Like Model Through Image-IDS Aligning3 Sep 2023
- 2023Toward Zero-shot Character Recognition: A Gold Standard Dataset with Radical-level Annotations1 Aug 2023
- 2022Chinese Character Recognition with Radical-Structured Stroke Trees24 Nov 2022
- 2022STAR: Zero-Shot Chinese Character Recognition with Stroke- and Radical-Level Decompositions16 Oct 2022
- 2022A new database of Houma Alliance Book ancient handwritten characters and classifier fusion approach13 Jul 2022
12 newest of 14 All 14 (JSON)