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Deep features based convolutional neural network model for text and non-text region segmentation from document images

  • Published:2021-12 Issue: Volume:113 Page:107917
  • ISSN:1568-4946
  • Container-title:Applied Soft Computing
  • language:en
  • Short-container-title:Applied Soft Computing

Author:

Umer Saiyed,Mondal Ranjan,Pandey Hari MohanORCID,Rout Ranjeet Kumar

Publisher

Elsevier BV

Subject

Software

Reference54 articles.

1. Complex documents images segmentation based on steerable pyramid features;Benjelil;Int. J. Doc. Anal. Recognit. (IJDAR),2010

2. Optical character recognition techniques: a survey;Singh;J. Emerg. Trends Comput. Inf. Sci.,2013

3. Scene text detection and recognition with advances in deep learning: a survey;Liu;Int. J. Doc. Anal. Recognit. (IJDAR),2019

4. Layout analysis of complex documents;Sivatanabe,2000

5. Accurate segmentation of complex document image using digital shearlet transform with neutrosophic set as uncertainty handling tool;Dhar;Appl. Soft Comput.,2017

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