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PDF Editing Issues

How to Edit or Redact Text in an Image-Based PDF

Jason MillerJason Miller Oct 23, 2026 870 views

Question details

The user is unable to modify existing text in an image-based PDF online; new text is added as an overlay instead of replacing the original content.

How to Edit or Redact Text in an Image-Based PDF
Product
PDF Editor
Device & OS
not provided
Scenario
Attempting to change a date or redact specific information in a scanned or image-based PDF using online tools.
Observed behavior
The online PDF tool adds a new text box over the document in the wrong location instead of recognizing and replacing the existing text.
Before you start

Verify if your PDF is image-based by trying to highlight individual words with your mouse cursor. If you can only select the entire page as a single picture, your document requires Optical Character Recognition (OCR) before it can be edited.

Solution 1Recommended

Use a Desktop PDF Editor with OCR Capabilities

Switch from an online service to a desktop application equipped with OCR to convert the image into an editable text document.

Most online PDF editors function purely as markup tools. When you upload a scanned PDF, they treat it as a flat image, meaning you can only add text boxes on top of it. To actually alter the underlying text, the software must perform Optical Character Recognition (OCR). Because OCR requires significant processing power, this feature is typically reserved for full desktop PDF applications.

1
Install a desktop PDF editor

Download and launch a desktop PDF editing software that supports OCR functionality, such as WPS Office or Adobe Acrobat.

2
Open the scanned PDF

Import your image-based PDF file into the application.

3
Run the OCR tool

Navigate to the Tools or Edit menu and click on the 'OCR' or 'Recognize Text' option to scan the document.

4
Edit or redact the text

Once the OCR process finishes converting the pixels into characters, switch to the 'Edit Text' tool. You can now click directly on the date or text to delete, replace, or redact it accurately.

Use a Desktop PDF Editor with OCR Capabilities
Proper Redaction: When redacting sensitive information, ensure you use the software's dedicated 'Redact' tool instead of drawing a black shape over the text. Proper redaction permanently removes the data so it cannot be recovered by others.
Powerful PDF OCR & Editor

Easily Edit Scanned PDFs with WPS Office OCR

WPS Office includes a robust, built-in PDF editor equipped with advanced OCR technology. It allows you to quickly convert image-based or scanned PDFs into fully editable documents without losing the original formatting, directly on your desktop.

  1. 1. Open the PDF in WPS Office: Launch WPS Office and click 'Open' to load your image-based or scanned PDF document.
  2. 2. Access the OCR feature: Click on the 'Tools' tab in the top ribbon and select the 'OCR' button.
  3. 3. Convert the document: Choose 'Extract Text' or 'Convert to Word' depending on your editing needs, and allow the software to scan the pages.
  4. 4. Edit the recognized text: Switch to the 'Edit' tab. You can now click on any text block to rewrite dates, fix typos, or redact sensitive information.
  5. 5. Save your changes: Click the 'Save' icon or press Ctrl+S to save the updated PDF document securely.
Built-in OCR engine to accurately extract and convert text from scanned images.Seamlessly edit, add, or delete text and images within your PDF files.Highly compatible with Adobe Acrobat PDF standard and Microsoft Office formats.Lightweight, fast, and free to download for Windows, Mac, and mobile devices.
microsoft office alternative - wps office

Frequently Asked Questions

Why does my online PDF editor only add new text instead of changing the existing words?

If your PDF is scanned from a physical paper, it is saved as a single photograph (image-based). Online editors usually lack the OCR capabilities required to understand the text in the image, so they only allow you to stamp new text over the original picture.

What is OCR and why do I need it for editing PDFs?

OCR stands for Optical Character Recognition. It is a technology that analyzes the shapes of letters in an image and converts them into machine-readable, editable text characters. You need it to modify the contents of any scanned document.

Can I redact sensitive information in an image-based PDF?

Yes, but you must either use a dedicated redaction tool that permanently blackouts the specific image pixels, or run OCR first to convert the image to text and then apply standard text redaction to ensure the data is thoroughly removed.

Is there a way to convert my scanned PDF to Word for easier editing?

Yes, using PDF editors with OCR features like WPS Office, you can open the scanned PDF and export it directly as an editable Microsoft Word (.docx) file, preserving the layout while allowing full text manipulation.