Mar 28, 2020   7:51 p.m. Soňa
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Ing. Peter Kapec, PhD.
Identification number: 10235
University e-mail: peter.kapec [at] stuba.sk
 
Odborný asistent CSc.,PhD. - Institute of Computer Engineering and Applied Informatics (FIIT)

Contacts     Graduate     Lesson     Final thesis     
Further information     Supervised theses     Conferences     

Basic information

Basic information about a final thesis

Type of thesis: Diploma thesis
Thesis title:Application of superpixel segmentation for detection of moving objects in a video
Written by (author): Ing. Michal Kučera
Department: Institute of Computer Engineering and Applied Informatics (FIIT)
Thesis supervisor: Ing. Peter Kapec, PhD.
Opponent:doc. Ing. Vanda Benešová, PhD.
Final thesis progress:Final thesis was successfully defended.


Additional information

Additional information about the final thesis follows. Click on the language link to display the information in the desired language.

Language of final thesis:Slovak

Slovak        English

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

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Final thesis (final thesis appendices) unlimited
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