Superimposing perimeter banners dynamic content on soccer game videos pre-recorded from the main camera feed
Gaspar, Victor
Promotor(s) : Van Droogenbroeck, Marc
Date of defense : 5-Sep-2024/6-Sep-2024 • Permalink : http://hdl.handle.net/2268.2/21033
Details
Title : | Superimposing perimeter banners dynamic content on soccer game videos pre-recorded from the main camera feed |
Translated title : | [fr] Superposition de bannières de périmètre avec contenu dynamique sur des vidéos de matchs de football préenregistrées à partir du flux de la caméra principale |
Author : | Gaspar, Victor |
Date of defense : | 5-Sep-2024/6-Sep-2024 |
Advisor(s) : | Van Droogenbroeck, Marc |
Committee's member(s) : | Cioppa, Anthony
Deliège, Adrien Hoyoux, Thomas |
Language : | English |
Number of pages : | 88 |
Keywords : | [en] Banner [en] Replacement [en] Semantic segmentation [en] banner replacement [en] Superimposing [en] Compositing [en] camera calibration [en] soccer games [en] soccer [en] dynamic content [en] main camera feed [en] high resolution videos |
Discipline(s) : | Engineering, computing & technology > Computer science |
Research unit : | Montefiore |
Name of the research project : | Telim |
Target public : | Researchers Professionals of domain |
Institution(s) : | Université de Liège, Liège, Belgique |
Degree: | Master : ingénieur civil en informatique, à finalité spécialisée en "management" |
Faculty: | Master thesis of the Faculté des Sciences appliquées |
Abstract
[en] Advertisement billboards around a sports field have a fixed frame but most of the time a dynamic content. This makes a precise segmentation complex.
This thesis comprises the developments of (1) a neural network capable to precisely segment billboards in a single image, (2) a temporally consistent camera calibration procedure able to reproject the billboard on the field, and (3) a compositing method for a seamless superimposition of the reprojected billboard on the field. Non-public annotations were used to train and test algorithms.
File(s)
Document(s)
TFE_Victor_Gaspar.pdf
Description:
Size: 121.05 MB
Format: Adobe PDF
Description:
Size: 121.05 MB
Format: Adobe PDF
Annexe(s)
banner-replacement-codes.zip
Description:
Size: 1.78 MB
Format: Unknown
Description:
Size: 1.78 MB
Format: Unknown
videos_Qualitative_Analysis.zip
Description:
Size: 55.73 MB
Format: Unknown
Description:
Size: 55.73 MB
Format: Unknown
summary.pdf
Description:
Size: 44.95 kB
Format: Adobe PDF
Description:
Size: 44.95 kB
Format: Adobe PDF
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The University of Liège does not guarantee the scientific quality of these students' works or the accuracy of all the information they contain.