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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

An MRF model for binarization of music scores with complex background

TL;DR: A Gaussian Mixture Markov Random Field (GMMRF) model is presented that is effective for the binarization of music score images with complex backgrounds and shows promising results compared to existing methods.
Proceedings ArticleDOI

Automatic Contrast Enhancement for Low Contrast Images: A Comparison of Recent Histogram Based Techniques

TL;DR: It is concluded that the FastHSV variant of the GLG method may be applied for automatic contrast enhancement across a wide variety of images.
Proceedings ArticleDOI

Video Summarization based on Motion Detection for Surveillance Systems

TL;DR: An approach based on the combining of the background subtraction and the Structure-Texture-Noise Decomposition that is effective and accurate for moving objects detection and yields a good summarization of the video sequence.

Statistical tools for weld defect evaluation in radiographic testing

TL;DR: In this article, the authors developed and implemented algorithms based on statistical approaches for segmentation and classification of the weld defects, and a comparative study of the various segmentation methods was performed to demonstrate the advantages of the ones in comparison with the others giving to the most optimal combinations.
Journal ArticleDOI

Digital image processing and illumination techniques for yarn characterization

TL;DR: Experiments show that back-lit illumination is superior in terms of depth of field tolerance and contrast, and darkfield and back- lit illuminations are compared in termsof depth ofField tolerance and image quality.
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