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Article detail · 2004

Content-Based Retrieval of Historical Ottoman Documents Stored as Textual Images

Journal

IEEE Transactions on Image Processing
OpenAlex Open access · green SJR Q1 JCR Q1 Citations 65 Top 10% Percentile 95.2% FWCI 4.72
Year
2004
DOI
10.1109/tip.2003.821114
Type
article

Data source split

  • YÖKSİS venue IEEE Transactions on Image Processing
  • OpenAlex OpenAlex enrichment (abstract, citations, topics)

OpenAlex record

Abstract

OpenAlex · English

There is an accelerating demand to access the visual content of documents stored in historical and cultural archives. Availability of electronic imaging tools and effective image processing techniques makes it feasible to process the multimedia data in large databases. In this paper, a framework for content-based retrieval of historical documents in the Ottoman Empire archives is presented. The documents are stored as textual images, which are compressed by constructing a library of symbols occurring in a document, and the symbols in the original image are then replaced with pointers into the codebook to obtain a compressed representation of the image. The features in wavelet and spatial domain based on angular and distance span of shapes are used to extract the symbols. In order to make content-based retrieval in historical archives, a query is specified as a rectangular region in an input image and the same symbol-extraction process is applied to the query region. The queries are processed on the codebook of documents and the query images are identified in the resulting documents using the pointers in textual images. The querying process does not require decompression of images. The new content-based retrieval framework is also applicable to many other document archives using different scripts.

Topics

Citations

OpenAlex cited_by_count. Not a WoS or Scopus citation count; those sources have no separate column here.

65 citations

OpenAlex cited_by_count (cache / database)

21 publications in the local catalog that cite this work (OpenAlex reference match; not the full global list).

  1. A histogram based approach for object based query by shape and color in image and video databases 2005 Citations 74 · OpenAlex
  2. A histogram based approach for object based query by shape and color in image and video databases 2005 Citations 74 · OpenAlex
  3. Scenario based query processing for video surveillance archives 2010 Citations 23 · OpenAlex
  4. Scenario based query processing for video surveillance archives 2010 Citations 23 · OpenAlex
  5. Multifont Ottoman character recognition using support vector machine 2008 Citations 20 · OpenAlex
  6. Ottoman archives explorer 2009 Citations 19 · OpenAlex
  7. Ottoman archives explorer 2009 Citations 19 · OpenAlex
  8. Integrated segmentation and recognition of connected Ottoman script 2009 Citations 18 · OpenAlex
  9. Integrated segmentation and recognition of connected Ottoman script 2009 Citations 18 · OpenAlex
  10. Printed Ottoman text recognition using synthetic data and data augmentation 2023 Citations 16 · OpenAlex

Authors

No author information.