Language Independent Text-Line Extraction Algorithm for Handwritten Documents

@inproceedings{Borse2014LanguageIT,
  title={Language Independent Text-Line Extraction Algorithm for Handwritten Documents},
  author={Nikita Vijay Borse and Imran R. Shaikh},
  year={2014}
}
Text-line extraction in handwritten documents is an important step for document image understanding, and a number of algorithms have been proposed to address this problem. In order to overcome this limitation, we develop text-line extraction algorithm for cursive handwriting. Our method is based on connected components (CCs), however, unlike conventional methods, we analysed strokes and partition under-segmented CCs into normalized ones. Due to this normalization, the proposed method is able to… CONTINUE READING

Citations

Publications citing this paper.
SHOWING 1-10 OF 22 CITATIONS

Textline detection in degraded historical document images

  • EURASIP J. Image and Video Processing
  • 2017
VIEW 10 EXCERPTS
CITES METHODS & BACKGROUND
HIGHLY INFLUENCED

Word Segmentation Method for Handwritten Documents based on Structured Learning

  • IEEE Signal Processing Letters
  • 2015
VIEW 7 EXCERPTS
CITES METHODS & BACKGROUND
HIGHLY INFLUENCED

A Robust and Binarization-Free Approach for Text Line Detection in Historical Documents

  • 2017 14th IAPR International Conference on Document Analysis and Recognition (ICDAR)
  • 2017
VIEW 5 EXCERPTS
CITES BACKGROUND
HIGHLY INFLUENCED

A Robust and Automated Approach for Multilingual Indian Document Indexing

  • 2019 5th International Conference on Advanced Computing & Communication Systems (ICACCS)
  • 2019
VIEW 1 EXCERPT
CITES BACKGROUND

Fully convolutional network with dilated convolutions for handwritten text line segmentation

  • International Journal on Document Analysis and Recognition (IJDAR)
  • 2018
VIEW 1 EXCERPT
CITES METHODS

Learning to detect, localize and recognize many text objects in document images from few examples

  • International Journal on Document Analysis and Recognition (IJDAR)
  • 2018
VIEW 1 EXCERPT
CITES METHODS

References

Publications referenced by this paper.
SHOWING 1-10 OF 12 REFERENCES

Bui , ” Text line segmentation in handwritten documents using Mumford – Shahmodel

Xiaojun Du, Wumo Pan, D Tien
  • Pattern Recognition
  • 2009
VIEW 1 EXCERPT

Handwritten Text Line Segmentation by Shredding Text into its Lines

  • 2009 10th International Conference on Document Analysis and Recognition
  • 2009

Perantonis,”A method for combining complementary techniques for document image segmentation,

Nikolaos Stamatopoulos, Basilis Gatos, J Stavros
  • Pattern Recognition
  • 2009

Script-Independent Text Line Segmentation in Freestyle Handwritten Documents

  • IEEE Transactions on Pattern Analysis and Machine Intelligence
  • 2008
VIEW 1 EXCERPT

Similar Papers