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An introduction to digital image processing

Wayne Niblack
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The article was published on 1986-01-01 and is currently open access. It has received 1745 citations till now. The article focuses on the topics: Digital image processing & Image processing.

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Journal ArticleDOI

A non-parametric binarization method based on ensemble of clustering algorithms

TL;DR: A novel binarization technique is found to be capable of handling almost all types of degradations without any parameter tuning, and is the winner of DIBCO 2019 competition.
Proceedings ArticleDOI

The lifecycle of a digital historical document: structure and content

TL;DR: Tests indicate the superior performance of the whole semantics-driven approach both over manual transcription and over the semi-automated application of off-the-shelf OCR and the use of a conventional (text and layout) document format.
Proceedings ArticleDOI

Improving star tracker centroiding performance in dynamic imaging conditions

TL;DR: This work presented an image processing algorithm for star images that preserves star tracker detection accuracy and is able to detect dim stars up to slew rates less than 10°/s and introduced a new algorithms for star acquisition in moderate slew rates that combines positive features of existing algorithms.
Journal ArticleDOI

Integrated use of Landsat TM and SPOT panchromatic imagery for landslide mapping: case histories from southeast Spain

TL;DR: In this paper, the authors demonstrate the capabilities and limitations imposed by spatial and spectral resolution in Landsat Thematic Mapper (TM) and SPOT panchromatic space imagery.
Proceedings ArticleDOI

Fast and efficient document image clean up and binarization based on retinex theory

TL;DR: This paper presents fast and efficient document image clean up and binarization method based on retinex theory and global threshold, which is fast and produces high quality results compared to the previous works.
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