An area- and power-efficient FIFO with error-reduced data compression for image/video processing

Filtering is a key component of many digital image/video processing algorithms. It often requires FIFO to temporarily buffer the pixels data for later usage. The FIFO size is proportional to the length of the filters and input data width, causing large area and power consumption. This paper presents...

Full description

Saved in:
Bibliographic Details
Main Authors: Zeinolabedin, Seyed Mohammad Ali, Kim, Tony T., Zhou, Jun, Liu, Xin
Other Authors: School of Electrical and Electronic Engineering
Format: Conference or Workshop Item
Language:English
Published: 2015
Subjects:
Online Access:https://hdl.handle.net/10356/79393
http://hdl.handle.net/10220/25887
Tags: Add Tag
No Tags, Be the first to tag this record!
Institution: Nanyang Technological University
Language: English
id sg-ntu-dr.10356-79393
record_format dspace
spelling sg-ntu-dr.10356-793932020-03-07T13:24:43Z An area- and power-efficient FIFO with error-reduced data compression for image/video processing Zeinolabedin, Seyed Mohammad Ali Kim, Tony T. Zhou, Jun Liu, Xin School of Electrical and Electronic Engineering 2014 IEEE International Symposium on Circuits and Systems (ISCAS) DRNTU::Engineering::Electrical and electronic engineering::Electronic systems Filtering is a key component of many digital image/video processing algorithms. It often requires FIFO to temporarily buffer the pixels data for later usage. The FIFO size is proportional to the length of the filters and input data width, causing large area and power consumption. This paper presents a technique named FIFO with error-reduced data compression (FERDC) to reduce the FIFO size for various filters. The proposed FERDC significantly reduces the area and power consumption while keeping the error metrics such as mean square error (MSE) and peak signal to noise ratio (PSNR) in the acceptable range. Simulation results of a two dimensional wavelet filter shows that the proposed FERDC technique achieves the FIFO size reduction of up to 44.44% with PSNR values larger than 39 dB, which leads to the reduction of at least 31.6% in the dynamic power and 44.44% in the leakage power. Accepted version 2015-06-12T03:32:29Z 2019-12-06T13:24:16Z 2015-06-12T03:32:29Z 2019-12-06T13:24:16Z 2014 2014 Conference Paper Zeinolabedin, S.M.A., Zhou, J., Liu, X., & Kim, T. T. (2014). An area- and power-efficient FIFO with error-reduced data compression for image/video processing. 2014 IEEE International Symposium on Circuits and Systems (ISCAS), 2277-2280. https://hdl.handle.net/10356/79393 http://hdl.handle.net/10220/25887 10.1109/ISCAS.2014.6865625 en © 2015 Institute of Electrical and Electronics Engineers (IEEE). application/pdf
institution Nanyang Technological University
building NTU Library
country Singapore
collection DR-NTU
language English
topic DRNTU::Engineering::Electrical and electronic engineering::Electronic systems
spellingShingle DRNTU::Engineering::Electrical and electronic engineering::Electronic systems
Zeinolabedin, Seyed Mohammad Ali
Kim, Tony T.
Zhou, Jun
Liu, Xin
An area- and power-efficient FIFO with error-reduced data compression for image/video processing
description Filtering is a key component of many digital image/video processing algorithms. It often requires FIFO to temporarily buffer the pixels data for later usage. The FIFO size is proportional to the length of the filters and input data width, causing large area and power consumption. This paper presents a technique named FIFO with error-reduced data compression (FERDC) to reduce the FIFO size for various filters. The proposed FERDC significantly reduces the area and power consumption while keeping the error metrics such as mean square error (MSE) and peak signal to noise ratio (PSNR) in the acceptable range. Simulation results of a two dimensional wavelet filter shows that the proposed FERDC technique achieves the FIFO size reduction of up to 44.44% with PSNR values larger than 39 dB, which leads to the reduction of at least 31.6% in the dynamic power and 44.44% in the leakage power.
author2 School of Electrical and Electronic Engineering
author_facet School of Electrical and Electronic Engineering
Zeinolabedin, Seyed Mohammad Ali
Kim, Tony T.
Zhou, Jun
Liu, Xin
format Conference or Workshop Item
author Zeinolabedin, Seyed Mohammad Ali
Kim, Tony T.
Zhou, Jun
Liu, Xin
author_sort Zeinolabedin, Seyed Mohammad Ali
title An area- and power-efficient FIFO with error-reduced data compression for image/video processing
title_short An area- and power-efficient FIFO with error-reduced data compression for image/video processing
title_full An area- and power-efficient FIFO with error-reduced data compression for image/video processing
title_fullStr An area- and power-efficient FIFO with error-reduced data compression for image/video processing
title_full_unstemmed An area- and power-efficient FIFO with error-reduced data compression for image/video processing
title_sort area- and power-efficient fifo with error-reduced data compression for image/video processing
publishDate 2015
url https://hdl.handle.net/10356/79393
http://hdl.handle.net/10220/25887
_version_ 1681040622549467136