Latest Research in Computer Vision and Pattern Recognition

27 research papers · 2026 median publication year

Top Research Topics in Computer Vision and Pattern Recognition

Highest-Cited Papers

  1. JieZi: A Large-Scale Expert-Audited Dataset and Benchmark for Ancient Chinese Character Exegesis
  2. TongGuOCR: A Layout-Aware and Token-Augmented OCR MLLM for Chinese Historical Documents
  3. LLM-Driven AutoML for Cross-Lingual Handwritten OCR: Closed-Loop Neural Architecture Search with GPT-5, GPT-4o, and Claude Sonnet 4
  4. Robust recognition of Tamil inscription letters using a hybrid model combining recurrent neural networks, graph neural networks, and attention mechanisms
  5. CC-OCR V2: Fine-Grained Attribution of LMM Failures in Real-World Visual Document Understanding
  6. Stoicheia: Character-Level Masked Diffusion for Ancient Greek Textual Restoration, Parsing, and Metrical Scansion
  7. Judge a Book by its Cover: Investigating Multi-Modal LLMs for Multi-Page Handwritten Document Transcription
  8. HunyuanOCR-1.5: Making Lightweight OCR VLMs Faster and Better
  9. DTRNet: Dual Text-Radical Decoding for Handwritten Chinese Text Recognition with Faked Character Detection
  10. Mapping Armenian Paris: Extracting and Geocoding Commercial Advertisements from the 20th-Century Diaspora Press
  11. A machine-readable catalogue of the Tsiolkovsky papers (fond 555, Archive of the Russian Academy of Sciences), and a way to measure how well its handwriting can be read
  12. BanglaWild: An In-the-Wild Bengali Scene Text Recognition Benchmark for OCR and Vision-Language Models
  13. Can You Trust the Confidence? ConfBench for Vision-Language Models on Document Extraction
  14. Large language models for OCR in cultural heritage: a comparative study on Slovene Folkloristic texts
  15. MinerU-Popo: Universal Post-Processing Model for Structured Document Parsing
  16. Logographic Character Visual Pretraining via Semantic-based Contrastive Learning
  17. AI-Assisted Digitalization of Heterogeneous Government Archives in Low-Resource Countries: A Vision Language Model Case Study from Chad
  18. AI-Assisted Digitalization of Heterogeneous Government Archives in Low-Resource Countries: A Vision Language Model Case Study from Chad
  19. When Low CER is Not Enough: An Analysis of Hallucinations in Vision-Language OCR Systems on Historical Uruguayan Documents
  20. A document is worth a structured record: Principled inductive bias design for document recognition
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2026 AUG Q2

Computer Vision and Pattern Recognition

27 papers

Top Topics (5)

Computer Vision and Pattern Recognition13
Handwritten Text Recognition Techniques6
Computation and Language5
Artificial Intelligence2
Machine Learning1

Top Publications (20)

1.JieZi: A Large-Scale Expert-Audited Dataset and Benchmark for Ancient Chinese Character Exegesis2.TongGuOCR: A Layout-Aware and Token-Augmented OCR MLLM for Chinese Historical Documents3.LLM-Driven AutoML for Cross-Lingual Handwritten OCR: Closed-Loop Neural Architecture Search with GPT-5, GPT-4o, and Claude Sonnet 44.Robust recognition of Tamil inscription letters using a hybrid model combining recurrent neural networks, graph neural networks, and attention mechanisms5.CC-OCR V2: Fine-Grained Attribution of LMM Failures in Real-World Visual Document Understanding6.Stoicheia: Character-Level Masked Diffusion for Ancient Greek Textual Restoration, Parsing, and Metrical Scansion7.Judge a Book by its Cover: Investigating Multi-Modal LLMs for Multi-Page Handwritten Document Transcription8.HunyuanOCR-1.5: Making Lightweight OCR VLMs Faster and Better9.DTRNet: Dual Text-Radical Decoding for Handwritten Chinese Text Recognition with Faked Character Detection10.Mapping Armenian Paris: Extracting and Geocoding Commercial Advertisements from the 20th-Century Diaspora Press11.A machine-readable catalogue of the Tsiolkovsky papers (fond 555, Archive of the Russian Academy of Sciences), and a way to measure how well its handwriting can be read12.BanglaWild: An In-the-Wild Bengali Scene Text Recognition Benchmark for OCR and Vision-Language Models13.Can You Trust the Confidence? ConfBench for Vision-Language Models on Document Extraction14.Large language models for OCR in cultural heritage: a comparative study on Slovene Folkloristic texts15.MinerU-Popo: Universal Post-Processing Model for Structured Document Parsing16.Logographic Character Visual Pretraining via Semantic-based Contrastive Learning17.AI-Assisted Digitalization of Heterogeneous Government Archives in Low-Resource Countries: A Vision Language Model Case Study from Chad18.AI-Assisted Digitalization of Heterogeneous Government Archives in Low-Resource Countries: A Vision Language Model Case Study from Chad19.When Low CER is Not Enough: An Analysis of Hallucinations in Vision-Language OCR Systems on Historical Uruguayan Documents20.A document is worth a structured record: Principled inductive bias design for document recognition
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