Multilingual OCR Services — Fast, Accurate Text Extraction from Scans & Images
Multilingual OCR — Convert Scans into Editable and Searchable Text
Accurate OCR conversion for all languages — from Arabic to Japanese. Turn your scanned PDFs and images into clean, editable, and print-ready documents with DTPBridge’s multilingual OCR expertise.
What is Multilingual OCR?
Multilingual OCR (Optical Character Recognition) is the process of converting scanned documents, images, and PDFs in many different languages into machine-readable, editable text.
At DTPBridge we specialize in high-accuracy OCR across a wide range of scripts — Latin, Cyrillic, Devanagari, Arabic, Hebrew, Chinese, Japanese, Korean and more — and prepare the output for translation, typesetting, publishing, archives, and data extraction.
Our Multilingual OCR Services
1. Basic OCR + Searchable PDF & Scan PDF (Automated)
Fast automated OCR for clean scans and high-contrast images. Ideal for large volumes where speed is important.
Deliverables: Searchable PDF, plain text, or Word (.docx).
2. OCR + Native Proofreading (Recommended)
Automated OCR followed by human proofreading by native-language reviewers. Fixes common OCR errors (ligatures, diacritics, complex punctuation, numerals).
Deliverables: Searchable PDF, cleaned Word, and an error report.
3. OCR + Structured Output for Localization
OCR output prepared specifically for translators and DTP workflows — delivered in XML or XLIFF with preserved structure and metadata, ready for CAT tools and typesetting.
Deliverables: XLIFF/XML, segmented text files, and asset map.
4. OCR for Historical & Low-Quality Documents
Specialist approach for old prints, poor scans, handwritten notes, or mixed fonts. We combine image cleanup, custom OCR models, and manual correction.
Deliverables: Proofed text in the required format + image archive.
Why choose DTP Bridge for OCR?
- High accuracy across languages — custom OCR pipelines tuned for each script and font.
- Human-in-the-loop proofreading — automatic OCR + native-language QA for near-perfect results.
- Preserve layout & structure — keep columns, tables, headings, footnotes and image positions.
- Multiple output formats — editable Word, Excel, searchable PDF, plain text, XML, or XLIFF for localization.
- Secure handling — private files processed under NDA on secure systems.
What we extract and preserve
- Paragraphs, headings and subheads
- Tables and tabular data (converted to Excel when needed)
- Footnotes, endnotes and captions
- Page structure and flow (columns, sidebars)
- Embedded images (extracted separately)
- Page numbering and running headers (where possible)
Supported languages & scripts
We support OCR for a broad set of languages including (but not limited to):
- European / Latin: English, French, German, Spanish, Italian, Portuguese, Dutch, Polish
- Asian: Chinese (Simplified & Traditional), Japanese, Korean, Hindi, Bengali, Tamil, Telugu, Thai, Vietnamese
- Middle Eastern / RTL: Arabic, Hebrew, Urdu, Persian (Farsi) — with RTL-aware text flow output
- Others: Russian, Greek, Cyrillic languages, and more on request
If you have a rare script or an old/faded print, send a sample page and we’ll confirm feasibility.
Typical workflow
Step 1. Submit files & brief — scans, photos, or PDFs + required output format.
Step 2. Preflight & estimate — we assess quality and provide a quote and turnaround.
Step 3. Image cleanup — deskew, despeckle, contrast/brightness correction (if needed).
Step 4. OCR engine pass — script-specific OCR model runs.
Step 5. Human proofreading — native reviewers verify and correct text.
Step 6. Structure & export — preserve layout, export to requested format.
Step 7. Delivery & review — downloadable package + revision round if required.
File formats we accept & deliver
Input: High-resolution PDF, TIFF, JPG, PNG, multi-page scanned PDF, photographed documents, and ZIP archives.
Output: Searchable PDF, Microsoft Word (.docx), Excel (.xlsx), Plain Text (.txt), XML, XLIFF, or custom structured formats.
Quality assurance
- Language-specific dictionaries and OCR filters
- Native-language proofreaders for punctuation, diacritics, and formatting
- Table validation and numeric checks (useful for invoices, ledgers)
- Page-by-page QA report with confidence scores and correction summary
Pricing (example)
- Automated OCR: per page — ideal for large batches.
- OCR + Proofreading: per page + per-word proofreading fee — recommended for publishable content.
- Structured/XLIFF exports or complex layouts: higher per-page rate due to manual structuring.
Send sample pages for an accurate, transparent quote.
Use cases
- Digitizing books, journals and archives
- Preparing text for translation and localization projects
- Converting legal or technical manuals into editable formats
- Extracting data from invoices, forms and tables
- Making documents accessible and searchable
FAQs about Multilingual OCR
Q1: How good is OCR for scanned handwritten notes?
A: Handwriting OCR is highly variable. For neat, machine-like handwriting we can get good results; for cursive or heavily annotated pages we recommend manual transcription or a hybrid approach. Send samples and we’ll advise.
Q2: Can you OCR documents with multiple languages on the same page?
A: Yes — our workflow detects and handles mixed-language pages and can output each segment in the correct encoding and structure.
Q3: Do you support right-to-left (RTL) scripts like Arabic and Hebrew?
A: Absolutely — OCR, layout flow, and output are RTL-aware and we ensure correct bidirectional rendering.
Q4: How do you protect sensitive documents?
A: We process files on secure systems, sign NDAs on request, and delete files after delivery if you prefer.
Q5: What if the OCR output still has errors?
A: We include a review round and will correct errors found in that round. For mission-critical content, choose the OCR + Proofreading option.
Ready to Convert Your Documents?
Send a sample page (1–3 pages) and tell us the desired output format — we’ll provide a free sample proof and a detailed quote.
Contact: info@dtpbridge.com | Request a Quote
Upload a sample and get a free sample proof within one business day.
“Extract every word, in every language — fast, accurate, and ready for publishing.”