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Progressive tracking: a novel procedure to facilitate manual digitization of videos

Digitization of video recordings often requires the laborious procedure of manually clicking points of interest on individual video frames. Here, we present progressive tracking, a procedure that facilitates manual digitization of markerless videos. In contrast to existing software, it allows the us...

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Autores principales: Mielke, Maja, Aerts, Peter, Van Ginneken, Chris, Van Wassenbergh, Sam, Mielke, Falk
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Company of Biologists Ltd 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7657473/
https://www.ncbi.nlm.nih.gov/pubmed/33148604
http://dx.doi.org/10.1242/bio.055962
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author Mielke, Maja
Aerts, Peter
Van Ginneken, Chris
Van Wassenbergh, Sam
Mielke, Falk
author_facet Mielke, Maja
Aerts, Peter
Van Ginneken, Chris
Van Wassenbergh, Sam
Mielke, Falk
author_sort Mielke, Maja
collection PubMed
description Digitization of video recordings often requires the laborious procedure of manually clicking points of interest on individual video frames. Here, we present progressive tracking, a procedure that facilitates manual digitization of markerless videos. In contrast to existing software, it allows the user to follow points of interest with a cursor in the progressing video, without the need to click. To compare the performance of progressive tracking with the conventional frame-wise tracking, we quantified speed and accuracy of both methods, testing two different input devices (mouse and stylus pen). We show that progressive tracking can be twice as fast as frame-wise tracking while maintaining accuracy, given that playback speed is controlled. Using a stylus pen can increase frame-wise tracking speed. The complementary application of the progressive and frame-wise mode is exemplified on a realistic video recording. This study reveals that progressive tracking can vastly facilitate video analysis in experimental research.
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spelling pubmed-76574732020-11-12 Progressive tracking: a novel procedure to facilitate manual digitization of videos Mielke, Maja Aerts, Peter Van Ginneken, Chris Van Wassenbergh, Sam Mielke, Falk Biol Open Methods & Techniques Digitization of video recordings often requires the laborious procedure of manually clicking points of interest on individual video frames. Here, we present progressive tracking, a procedure that facilitates manual digitization of markerless videos. In contrast to existing software, it allows the user to follow points of interest with a cursor in the progressing video, without the need to click. To compare the performance of progressive tracking with the conventional frame-wise tracking, we quantified speed and accuracy of both methods, testing two different input devices (mouse and stylus pen). We show that progressive tracking can be twice as fast as frame-wise tracking while maintaining accuracy, given that playback speed is controlled. Using a stylus pen can increase frame-wise tracking speed. The complementary application of the progressive and frame-wise mode is exemplified on a realistic video recording. This study reveals that progressive tracking can vastly facilitate video analysis in experimental research. The Company of Biologists Ltd 2020-11-06 /pmc/articles/PMC7657473/ /pubmed/33148604 http://dx.doi.org/10.1242/bio.055962 Text en © 2020. Published by The Company of Biologists Ltd http://creativecommons.org/licenses/by/4.0This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution and reproduction in any medium provided that the original work is properly attributed.
spellingShingle Methods & Techniques
Mielke, Maja
Aerts, Peter
Van Ginneken, Chris
Van Wassenbergh, Sam
Mielke, Falk
Progressive tracking: a novel procedure to facilitate manual digitization of videos
title Progressive tracking: a novel procedure to facilitate manual digitization of videos
title_full Progressive tracking: a novel procedure to facilitate manual digitization of videos
title_fullStr Progressive tracking: a novel procedure to facilitate manual digitization of videos
title_full_unstemmed Progressive tracking: a novel procedure to facilitate manual digitization of videos
title_short Progressive tracking: a novel procedure to facilitate manual digitization of videos
title_sort progressive tracking: a novel procedure to facilitate manual digitization of videos
topic Methods & Techniques
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7657473/
https://www.ncbi.nlm.nih.gov/pubmed/33148604
http://dx.doi.org/10.1242/bio.055962
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