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Focal-Plane Change Triggered Video Compression for Low-Power Vision Sensor Systems

Video sensors with embedded compression offer significant energy savings in transmission but incur energy losses in the complexity of the encoder. Energy efficient video compression architectures for CMOS image sensors with focal-plane change detection are presented and analyzed. The compression arc...

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Detalles Bibliográficos
Autores principales: Chi, Yu M., Etienne-Cummings, Ralph, Cauwenberghs, Gert
Formato: Texto
Lenguaje:English
Publicado: Public Library of Science 2009
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2711309/
https://www.ncbi.nlm.nih.gov/pubmed/19629187
http://dx.doi.org/10.1371/journal.pone.0006384
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author Chi, Yu M.
Etienne-Cummings, Ralph
Cauwenberghs, Gert
author_facet Chi, Yu M.
Etienne-Cummings, Ralph
Cauwenberghs, Gert
author_sort Chi, Yu M.
collection PubMed
description Video sensors with embedded compression offer significant energy savings in transmission but incur energy losses in the complexity of the encoder. Energy efficient video compression architectures for CMOS image sensors with focal-plane change detection are presented and analyzed. The compression architectures use pixel-level computational circuits to minimize energy usage by selectively processing only pixels which generate significant temporal intensity changes. Using the temporal intensity change detection to gate the operation of a differential DCT based encoder achieves nearly identical image quality to traditional systems (4dB decrease in PSNR) while reducing the amount of data that is processed by 67% and reducing overall power consumption reduction of 51%. These typical energy savings, resulting from the sparsity of motion activity in the visual scene, demonstrate the utility of focal-plane change triggered compression to surveillance vision systems.
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spelling pubmed-27113092009-07-24 Focal-Plane Change Triggered Video Compression for Low-Power Vision Sensor Systems Chi, Yu M. Etienne-Cummings, Ralph Cauwenberghs, Gert PLoS One Research Article Video sensors with embedded compression offer significant energy savings in transmission but incur energy losses in the complexity of the encoder. Energy efficient video compression architectures for CMOS image sensors with focal-plane change detection are presented and analyzed. The compression architectures use pixel-level computational circuits to minimize energy usage by selectively processing only pixels which generate significant temporal intensity changes. Using the temporal intensity change detection to gate the operation of a differential DCT based encoder achieves nearly identical image quality to traditional systems (4dB decrease in PSNR) while reducing the amount of data that is processed by 67% and reducing overall power consumption reduction of 51%. These typical energy savings, resulting from the sparsity of motion activity in the visual scene, demonstrate the utility of focal-plane change triggered compression to surveillance vision systems. Public Library of Science 2009-07-24 /pmc/articles/PMC2711309/ /pubmed/19629187 http://dx.doi.org/10.1371/journal.pone.0006384 Text en Chi et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Chi, Yu M.
Etienne-Cummings, Ralph
Cauwenberghs, Gert
Focal-Plane Change Triggered Video Compression for Low-Power Vision Sensor Systems
title Focal-Plane Change Triggered Video Compression for Low-Power Vision Sensor Systems
title_full Focal-Plane Change Triggered Video Compression for Low-Power Vision Sensor Systems
title_fullStr Focal-Plane Change Triggered Video Compression for Low-Power Vision Sensor Systems
title_full_unstemmed Focal-Plane Change Triggered Video Compression for Low-Power Vision Sensor Systems
title_short Focal-Plane Change Triggered Video Compression for Low-Power Vision Sensor Systems
title_sort focal-plane change triggered video compression for low-power vision sensor systems
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2711309/
https://www.ncbi.nlm.nih.gov/pubmed/19629187
http://dx.doi.org/10.1371/journal.pone.0006384
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