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Image Database of Texts in Natural Scenes

Gregor Žerovnik (2010) Image Database of Texts in Natural Scenes. EngD thesis.

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    There are many image databases, but the key part is having them well structured and organized. A well formed databse assembly methodology can take care of exactly that. In this diploma thesis I enlightned the databases from the computer vision area and their methodologies and created our own image database called CVL OCR DB. In the introductory part I briefly described the basics of databases and methodology. In the middle part I presented the most important image databases from the majority of computer vision subareas with the emphasis on the optical character recognition (OCR) databases. After their description I also compared them between each other. After that I focused on the methodology of the chosen databases, which were also described and compared between each other. Following that I presented our own database CVL OCR DB, which was compared to other OCR databases. The final part focuses mostly on the usage ilustration, analysis of results and on the future work.

    Item Type: Thesis (EngD thesis)
    Keywords: image database methodology, structure, categories, atributes, computer vision, optical character recognition, CVL OCR DB
    Number of Pages: 55
    Language of Content: Slovenian
    Mentor / Comentors:
    Name and SurnameIDFunction
    doc. dr. Peter Peer294Mentor
    Link to COBISS: http://www.cobiss.si/scripts/cobiss?command=search&base=50070&select=(ID=8094292)
    Institution: University of Ljubljana
    Department: Faculty of Computer and Information Science
    Item ID: 1215
    Date Deposited: 28 Oct 2010 13:38
    Last Modified: 13 Aug 2011 00:38
    URI: http://eprints.fri.uni-lj.si/id/eprint/1215

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