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Bc. Ján Horváth

Master's thesis

Information Retrieval Techniques for 3D Human Motion Data

Information Retrieval Techniques for 3D Human Motion Data
Abstract:
V poslednej dobe môžeme vidieť pokrok v technikách na efektívny odhad póz z obyčajných videí. Preto je opodstatné očakávať nárast dostupnosti pohybových dát. Väčšina výskumu venovaná spracovaniu takýchto dát je cielená na krátke sekvencie pohybov, zvané akcie, prípadne na dlhé toky pohybových dát. Táto práca, vytvorená v spolupráci s laboratóriom DISA, sa zameriava na stredne dlhé pohybové sekvencie …more
Abstract:
Recently, there has been an advance in pose estimation methods which would allow an efficient extraction of human poses from ordinary videos. Therefore, it is reasonable to expect an explosion in availability of motion capture data. Most motion-processing research is targeted at short motion sequences called actions or motion data streams. The thesis, made in collaboration with the DISA laboratory …more
 

Keywords

motion capture episode episode matching motion words two-phase model term frequency inverted document frequency sequence alignment cosine similarity Jaccard coefficient bag-of-words shingling
 
Language used: English
Date on which the thesis was submitted / produced: 7. 1. 2021
Identifier: https://is.muni.cz/th/h2cu6/

Thesis defence

  • Date of defence: 8. 2. 2021
  • Supervisor: prof. Ing. Pavel Zezula, CSc.
  • Reader: RNDr. Petr Eliáš, Ph.D.

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Institution archiving the thesis and making it accessible: Masarykova univerzita, Fakulta informatiky
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Masaryk University

Faculty of Informatics

Master programme / field:
Informatics / Theoretical Informatics

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