ePrints.FRI - University of Ljubljana, Faculty of Computer and Information Science

Content aware image resizing

Tilen Matkovič (2015) Content aware image resizing. EngD thesis.

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    The aim of the thesis is to realize and write a program that resizes the input image to preserve important objects and describe some algorithms by which this can be achieved. The introduction describes the problem. The second part relates to some possible solutions that could solve the problem. These are OCR, face detection, salient feature extraction and seam carving. Each of these is described in detail. The next chapter describes the approach to the problem. We begin with descriptions of the tools that were used in the production of the algorithm, which was realized as a mixture of algorithms described in the second chapter (salient feature extraction and seam carving). The fourth part contains examples of how our program works. The results are images that only contain the important objects. The next section describes the operation of face detection, which we could realize in our algorithm. At the very end of the thesis we described the findings and possible upgrades of the algorithm.

    Item Type: Thesis (EngD thesis)
    Keywords: OpenCV, computer vision, seam carving, OCR, feature extraction, image resizing
    Number of Pages: 42
    Language of Content: Slovenian
    Mentor / Comentors:
    Name and SurnameIDFunction
    doc. dr. Luka Šajn307Mentor
    Link to COBISS: http://www.cobiss.si/scripts/cobiss?command=search&base=51012&select=(ID=1536479427)
    Institution: University of Ljubljana
    Department: Faculty of Computer and Information Science
    Item ID: 3031
    Date Deposited: 02 Sep 2015 13:49
    Last Modified: 17 Sep 2015 14:16
    URI: http://eprints.fri.uni-lj.si/id/eprint/3031

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