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Accuracy-Configurable 2-D Gaussian Filter Architecture for Energy-Efficient Image Processing

Authors :
Vagner Santos da Rosa
Cristina Meinhardt
Talita Alves Borges
Leonardo Bandeira Soares
Source :
IEEE Design & Test. 39:31-37
Publication Year :
2022
Publisher :
Institute of Electrical and Electronics Engineers (IEEE), 2022.

Abstract

Most compute-intensive applications demand approaches to optimize energy efficiency in CMOS design. Configurable architectures and approximate computing are alternatives to meet the quality and energy requirements in multimedia processing during the runtime. This work proposes a 2D Gaussian filter design to provide multiple quality-power-performance points of operation. The main goal is to design an accuracy-configurable 2D Gaussian filter accelerator at the runtime with a low overhead cost when a new configuration is dynamically selected. The power consumption results show reductions ranging from 9.87% to 58.96%, with an up to 14.8% increase in the hardware area.

Details

ISSN :
21682364 and 21682356
Volume :
39
Database :
OpenAIRE
Journal :
IEEE Design & Test
Accession number :
edsair.doi...........216fba6a197cce4487b11600b23b2f2e
Full Text :
https://doi.org/10.1109/mdat.2021.3102895