CVNov 10, 2021

Analysis of PDE-based binarization model for degraded document images

arXiv:2111.05471v1
Originality Synthesis-oriented
AI Analysis

This work addresses document image processing for archival or digitization purposes, but it appears incremental as it builds on existing PDE-based methods.

The researchers tackled the problem of binarizing degraded document images, such as those with bleed-through and faded text, using a PDE-based model with edge and binary source terms, and found it effective, particularly for bleed-through cases.

This report presents the results of a PDE-based binarization model for degraded document images. The model utilizes an edge and binary source term in its formulation. Results indicate effectiveness for document images with bleed-through and faded text and stains to a lesser extent.

Foundations

The foundational work for this paper's niche, ranked by how specifically the neighbourhood builds on it — not by global fame.

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