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Tool for Semiautomatic Labeling of Moving Objects in Video Sequences: TSLAB

An advanced and user-friendly tool for fast labeling of moving objects captured with surveillance sensors is proposed, which is available to the public. This tool allows the creation of three kinds of labels: moving objects, shadows and occlusions. These labels are created at both the pixel level an...

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Detalles Bibliográficos
Autores principales: Cuevas, Carlos, Yáñez, Eva María, García, Narciso
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4541825/
https://www.ncbi.nlm.nih.gov/pubmed/26131670
http://dx.doi.org/10.3390/s150715159
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author Cuevas, Carlos
Yáñez, Eva María
García, Narciso
author_facet Cuevas, Carlos
Yáñez, Eva María
García, Narciso
author_sort Cuevas, Carlos
collection PubMed
description An advanced and user-friendly tool for fast labeling of moving objects captured with surveillance sensors is proposed, which is available to the public. This tool allows the creation of three kinds of labels: moving objects, shadows and occlusions. These labels are created at both the pixel level and object level, which makes them suitable to assess the quality of both moving object detection strategies and tracking algorithms. The labeling can be performed easily and quickly thanks to a very friendly graphical user interface that allows one to automatize many common operations. This interface also includes some semiautomatic advanced tools that simplify the labeling tasks and drastically reduce the time required to obtain high-quality results.
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spelling pubmed-45418252015-08-26 Tool for Semiautomatic Labeling of Moving Objects in Video Sequences: TSLAB Cuevas, Carlos Yáñez, Eva María García, Narciso Sensors (Basel) Article An advanced and user-friendly tool for fast labeling of moving objects captured with surveillance sensors is proposed, which is available to the public. This tool allows the creation of three kinds of labels: moving objects, shadows and occlusions. These labels are created at both the pixel level and object level, which makes them suitable to assess the quality of both moving object detection strategies and tracking algorithms. The labeling can be performed easily and quickly thanks to a very friendly graphical user interface that allows one to automatize many common operations. This interface also includes some semiautomatic advanced tools that simplify the labeling tasks and drastically reduce the time required to obtain high-quality results. MDPI 2015-06-29 /pmc/articles/PMC4541825/ /pubmed/26131670 http://dx.doi.org/10.3390/s150715159 Text en © 2015 by the authors; licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Cuevas, Carlos
Yáñez, Eva María
García, Narciso
Tool for Semiautomatic Labeling of Moving Objects in Video Sequences: TSLAB
title Tool for Semiautomatic Labeling of Moving Objects in Video Sequences: TSLAB
title_full Tool for Semiautomatic Labeling of Moving Objects in Video Sequences: TSLAB
title_fullStr Tool for Semiautomatic Labeling of Moving Objects in Video Sequences: TSLAB
title_full_unstemmed Tool for Semiautomatic Labeling of Moving Objects in Video Sequences: TSLAB
title_short Tool for Semiautomatic Labeling of Moving Objects in Video Sequences: TSLAB
title_sort tool for semiautomatic labeling of moving objects in video sequences: tslab
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4541825/
https://www.ncbi.nlm.nih.gov/pubmed/26131670
http://dx.doi.org/10.3390/s150715159
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