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Related Experiment Video

Updated: Oct 22, 2025

Biomechanical Changes Related to Low Back Pain: An Innovative Tool for Movement Pattern Assessment and Treatment Evaluation in Rehabilitation
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CleanPage: Fast and Clean Document and Whiteboard Capture.

Jane Courtney1

  • 1School of Electrical & Electronic Engineering, Technological University Dublin, City Campus, Dublin, Ireland.

Journal of Imaging
|August 30, 2021
PubMed
Summary
This summary is machine-generated.

Digitizing documents and whiteboards is essential for remote work and sustainability. CleanPage, a new smartphone scanning system, offers high-quality, automated image cleaning without user intervention, outperforming existing apps.

Keywords:
NR-IQAsdocument scanningimage alignmentimage enhancementimage quality assessmentimage registrationwhiteboard capture

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Area of Science:

  • Computer Vision
  • Digital Imaging
  • Human-Computer Interaction

Background:

  • The increasing need for remote work and sustainability drives the digitization of physical content.
  • Existing smartphone scanning applications often produce unsatisfactory results with visible imperfections.
  • There is a need for efficient and high-quality digitization tools for documents and whiteboards.

Purpose of the Study:

  • To introduce CleanPage, a novel smartphone-based system for automated document and whiteboard scanning.
  • To evaluate the performance and user experience of CleanPage compared to market-leading scanning applications.
  • To propose and validate a new quality measure for scanned images.

Main Methods:

  • CleanPage utilizes a one-tap process for image capture, identification, cropping, and cleaning.
  • A novel testing methodology using synthesized images was developed for ground-truth comparisons.
  • Image quality assessments and user experience evaluations were conducted for CleanPage and two competitor apps.

Main Results:

  • CleanPage automatically produces high-contrast, low-noise images with clean backgrounds without user intervention.
  • Comparative tests showed CleanPage outperformed market leaders in both real paper scans and ground-truth comparisons.
  • User experience evaluations indicated CleanPage is faster and easier to use than existing scanning apps.

Conclusions:

  • CleanPage offers a superior, automated solution for high-quality digitization of documents and whiteboards via smartphone.
  • The system addresses the limitations of current scanning apps, providing cleaner and more reliable results.
  • The developed testing methodology and quality measure contribute to the objective evaluation of scanning technologies.