Marginal Noise Reduction in Historical Handwritten Documents -- A Survey

  title={Marginal Noise Reduction in Historical Handwritten Documents -- A Survey},
  author={Arpita Chakraborty and Michael Blumenstein},
  journal={2016 12th IAPR Workshop on Document Analysis Systems (DAS)},
This paper presents a survey on different approaches for removing the marginal noise from document images, and anlaysing the research challenges of those methods relating to handwritten historical datasets. In this survey, historical documents collected from Australian Archives and Libraries are introduced and the associated layout complexities of those document images are also described. Benchmarking other historical databases related to this work is also discussed. This survey discusses the… CONTINUE READING

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The Effect of Border Noise on the Performance of Projection-Based Page Segmentation Methods

IEEE Transactions on Pattern Analysis and Machine Intelligence • 2011
View 6 Excerpts
Highly Influenced

Page frame detection for double page document images

Document Analysis Systems • 2010
View 7 Excerpts
Highly Influenced

Marginal noise removal of document images

Pattern Recognition • 2002
View 7 Excerpts
Highly Influenced

A simple and effective approach for border noise removal from document images

2009 IEEE 13th International Multitopic Conference • 2009
View 5 Excerpts
Highly Influenced

A New Algorithm for Removing Noisy Borders from Monochromatic Documents

B. T. Avila, R. D. Lins, R.D
Proc. of ACM-SAC • 2004
View 5 Excerpts
Highly Influenced

Page Segmentation for Historical Handwritten Document Images Using Color and Texture Features

2014 14th International Conference on Frontiers in Handwriting Recognition • 2014
View 3 Excerpts

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