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Real-Time Interference Artifacts Suppression in Array of ToF Sensors †
Time of Flight (ToF) sensors are the source of various errors, including the multi-camera interference artifact caused by the parallel scanning mode of the sensors. This paper presents the novel Importance Map Based Median filtration algorithm for interference artifacts suppression, as the potential...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7374398/ https://www.ncbi.nlm.nih.gov/pubmed/32630677 http://dx.doi.org/10.3390/s20133701 |
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author | Volak, Jozef Bajzik, Jakub Janisova, Silvia Koniar, Dusan Hargas, Libor |
author_facet | Volak, Jozef Bajzik, Jakub Janisova, Silvia Koniar, Dusan Hargas, Libor |
author_sort | Volak, Jozef |
collection | PubMed |
description | Time of Flight (ToF) sensors are the source of various errors, including the multi-camera interference artifact caused by the parallel scanning mode of the sensors. This paper presents the novel Importance Map Based Median filtration algorithm for interference artifacts suppression, as the potential 3D filtration method. The approach is based on the processing of multiple depth frames, using the extraction of the interference region and application of the interpolation. Considering the limitations and good functionalities of proposed algorithm, the combination with some standard methods was suggested. Performance of the algorithm was evaluated on the dataset consisting of the real-world objects with different texture and morphology against popular filtering methods based on neural networks and statistics. |
format | Online Article Text |
id | pubmed-7374398 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-73743982020-08-06 Real-Time Interference Artifacts Suppression in Array of ToF Sensors † Volak, Jozef Bajzik, Jakub Janisova, Silvia Koniar, Dusan Hargas, Libor Sensors (Basel) Article Time of Flight (ToF) sensors are the source of various errors, including the multi-camera interference artifact caused by the parallel scanning mode of the sensors. This paper presents the novel Importance Map Based Median filtration algorithm for interference artifacts suppression, as the potential 3D filtration method. The approach is based on the processing of multiple depth frames, using the extraction of the interference region and application of the interpolation. Considering the limitations and good functionalities of proposed algorithm, the combination with some standard methods was suggested. Performance of the algorithm was evaluated on the dataset consisting of the real-world objects with different texture and morphology against popular filtering methods based on neural networks and statistics. MDPI 2020-07-02 /pmc/articles/PMC7374398/ /pubmed/32630677 http://dx.doi.org/10.3390/s20133701 Text en © 2020 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 (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Volak, Jozef Bajzik, Jakub Janisova, Silvia Koniar, Dusan Hargas, Libor Real-Time Interference Artifacts Suppression in Array of ToF Sensors † |
title | Real-Time Interference Artifacts Suppression in Array of ToF Sensors † |
title_full | Real-Time Interference Artifacts Suppression in Array of ToF Sensors † |
title_fullStr | Real-Time Interference Artifacts Suppression in Array of ToF Sensors † |
title_full_unstemmed | Real-Time Interference Artifacts Suppression in Array of ToF Sensors † |
title_short | Real-Time Interference Artifacts Suppression in Array of ToF Sensors † |
title_sort | real-time interference artifacts suppression in array of tof sensors † |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7374398/ https://www.ncbi.nlm.nih.gov/pubmed/32630677 http://dx.doi.org/10.3390/s20133701 |
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