FAIR: A Fast Algorithm for document Image Restoration - Archive ouverte HAL Access content directly
Journal Articles IEEE Transactions on Pattern Analysis and Machine Intelligence Year : 2013

FAIR: A Fast Algorithm for document Image Restoration

Abstract

We present, in this paper, the FAIR algorithm: a fast algorithm for document image restoration. This algorithm has been submitted to different contests where it showed good performance in comparison to the state of the art. In addition, this method is scale invariant and fast enough to be used in real-time applications. The method is based on a double-threshold edge detection approach that makes it possible to detect small details while remaining robust against noise. The performance of the proposition is evaluated on several types of degraded document images where considerable background noise or variation in contrast and illumination exist.
Fichier principal
Vignette du fichier
b_FAIR.pdf (550.45 Ko) Télécharger le fichier
Origin : Files produced by the author(s)
Loading...

Dates and versions

hal-01479805 , version 1 (10-02-2020)

Identifiers

Cite

Thibault Lelore, Frédéric Bouchara. FAIR: A Fast Algorithm for document Image Restoration. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2013, 35 (8), pp.2039-2048. ⟨10.1109/TPAMI.2013.63⟩. ⟨hal-01479805⟩
135 View
534 Download

Altmetric

Share

Gmail Facebook Twitter LinkedIn More