Persons at STU
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Basic information about a final thesisAdditional informationAdditional information about the final thesis follows. Click on the language link to display the information in the desired language.
|Language of final thesis:||Slovak|
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|Title of the thesis:||Application of superpixel segmentation for detection of moving objects in a video|
|Summary:||In this thesis we write about object segmentation in video using superpixels and their typical characteristics as their low numbers or preservation of object boundaries. One approach that we decided to verify is to use the superpixel contours to highlight object boundaries. We move them by motion of their corresponding superpixels from last several frames. Successful identification of object boundaries would allow proper grouping of superpixels, which automatically results in a final segmentation. Besides, we use determined motion of superpixels in combination with their color in segmentation by clustering. The beginning of this thesis is devoted to analysis of the problem area with the focus on segmentation, superpixels and tracking their movement. In the next part are described the already existing solutions that also use superpixels for segmentation in the video. The last section is devoted to our proposed solution and its evaluation.|
|Key words:||video, superpixels, segmentation|
To display the final thesis assignment form click on the Display the final thesis assignment form icon. The following icons - Final thesis, Thesis appendices, Supervisor's review, Opponent's review - relate to the final thesis and can be downloaded. They could be displayed on condition they have been inserted and are available publicly.Parts of thesis with postponed release:
|–||Final thesis (final thesis appendices) unlimited|
|–||Reviews for final thesis unlimited|