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Extracting Japanese text in tables

Recognize dense Japanese text while keeping table structure intact and cells aligned.

Docen OCRDocen Layout
THE CHALLENGE

Multilingual tables combine dense scripts with tight grid layouts. Recognition and structure both have to hold, or the cells stop lining up.

THE DOCEN APPROACH

Docen OCR handles Japanese recognition while Docen Layout keeps the table grid intact, so recognized text lands in the right cells. Values below are shown transliterated for readability.

  • Recognize Japanese script at high fidelity.
  • Detect and preserve the table grid.
  • Align recognized text to the correct cells.
  • Return structured, addressable table data.
parse → table.json
{
  "columns": ["item", "quantity", "unit_price"],
  "rows": [
    { "item": "Buhin A", "quantity": 4, "unit_price": "1,200" },
    { "item": "Buhin B", "quantity": 2, "unit_price": "3,450" }
  ],
  "note": "values transliterated (romaji) for display"
}
dense
scripts recognized
aligned
table cells
90+
languages supported
[]GET STARTED

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