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Highly Efficient Lossless Coding for High Dynamic Range Red, Clear, Clear, Clear Image Sensors

In this paper we present a highly efficient coding procedure, specially designed and dedicated to operate with high dynamic range (HDR) RCCC (red, clear, clear, clear) image sensors used mainly in advanced driver-assistance systems (ADAS) and autonomous driving systems (ADS). The coding procedure ca...

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Detalles Bibliográficos
Autores principales: Pawłowski, Paweł, Piniarski, Karol, Dąbrowski, Adam
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7832868/
https://www.ncbi.nlm.nih.gov/pubmed/33477807
http://dx.doi.org/10.3390/s21020653
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author Pawłowski, Paweł
Piniarski, Karol
Dąbrowski, Adam
author_facet Pawłowski, Paweł
Piniarski, Karol
Dąbrowski, Adam
author_sort Pawłowski, Paweł
collection PubMed
description In this paper we present a highly efficient coding procedure, specially designed and dedicated to operate with high dynamic range (HDR) RCCC (red, clear, clear, clear) image sensors used mainly in advanced driver-assistance systems (ADAS) and autonomous driving systems (ADS). The coding procedure can be used for a lossless reduction of data volume under developing and testing of video processing algorithms, e.g., in software in-the-loop (SiL) or hardware in-the-loop (HiL) conditions. Therefore, it was designed to achieve both: the state-of-the-art compression ratios and real-time compression feasibility. In tests we utilized FFV1 lossless codec and proved efficiency of up to 81 fps (frames per second) for compression and 87 fps for decompression performed on a single Intel i7 CPU.
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spelling pubmed-78328682021-01-26 Highly Efficient Lossless Coding for High Dynamic Range Red, Clear, Clear, Clear Image Sensors Pawłowski, Paweł Piniarski, Karol Dąbrowski, Adam Sensors (Basel) Article In this paper we present a highly efficient coding procedure, specially designed and dedicated to operate with high dynamic range (HDR) RCCC (red, clear, clear, clear) image sensors used mainly in advanced driver-assistance systems (ADAS) and autonomous driving systems (ADS). The coding procedure can be used for a lossless reduction of data volume under developing and testing of video processing algorithms, e.g., in software in-the-loop (SiL) or hardware in-the-loop (HiL) conditions. Therefore, it was designed to achieve both: the state-of-the-art compression ratios and real-time compression feasibility. In tests we utilized FFV1 lossless codec and proved efficiency of up to 81 fps (frames per second) for compression and 87 fps for decompression performed on a single Intel i7 CPU. MDPI 2021-01-19 /pmc/articles/PMC7832868/ /pubmed/33477807 http://dx.doi.org/10.3390/s21020653 Text en © 2021 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
Pawłowski, Paweł
Piniarski, Karol
Dąbrowski, Adam
Highly Efficient Lossless Coding for High Dynamic Range Red, Clear, Clear, Clear Image Sensors
title Highly Efficient Lossless Coding for High Dynamic Range Red, Clear, Clear, Clear Image Sensors
title_full Highly Efficient Lossless Coding for High Dynamic Range Red, Clear, Clear, Clear Image Sensors
title_fullStr Highly Efficient Lossless Coding for High Dynamic Range Red, Clear, Clear, Clear Image Sensors
title_full_unstemmed Highly Efficient Lossless Coding for High Dynamic Range Red, Clear, Clear, Clear Image Sensors
title_short Highly Efficient Lossless Coding for High Dynamic Range Red, Clear, Clear, Clear Image Sensors
title_sort highly efficient lossless coding for high dynamic range red, clear, clear, clear image sensors
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7832868/
https://www.ncbi.nlm.nih.gov/pubmed/33477807
http://dx.doi.org/10.3390/s21020653
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