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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...
Autores principales: | , , |
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Formato: | Texto |
Lenguaje: | English |
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Public Library of Science
2009
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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. |
format | Text |
id | pubmed-2711309 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2009 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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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