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Significance-driven adaptive approximate computing for energy-efficient image processing applications: special session paper

Published: 15 October 2017 Publication History

Abstract

With increasing resolutions the volume of data generated by image processing applications is escalating dramatically. When coupled with real-time performance requirements, reducing energy consumption for such a large volume of data is proving challenging.

References

[1]
Beckett, J. P. Apparatus and method for digital camera and recorder having a high resolution color composite image output, 1998.
[2]
Venkataramani et al. Scalable-effort classifiers for energy-efficient machine learning. Proc. 52nd Annu. Des. Autom. Conf. - DAC '15 (2015), 1--6.
[3]
Alioto, M. Energy-Quality Scalable Adaptive VLSI Circuits and Systems beyond Approximate Computing. In DATE (2017), IEEE, p. 127--132.
[4]
Qiqieh et al. Energy-efficient approximate multiplier design using bit significance-driven logic compression. In DATE (2017), pp. 7--12, Switzerland.
[5]
Chippa et al. Approximate computing: An integrated hardware approach. In Conf. Rec. - Asilomar Conf. Signals, Syst. Comput. (2013).
[6]
Sampson et al. EnerJ: Approximate data types for safe and general low-power computation. In ACM SIGPLAN Not. (2011), vol. 46, ACM, pp. 164--174.
[7]
Sampson et al. Significance Driven Computation: A Voltage-scalable, Variation-aware, Quality-tuning Motion Estimator. In ISLPED (2009), pp. 195--200, San Fancisco, CA, USA.
[8]
Preston, K. The need for standards in image processing. Nature 333, 6174 (1988), 611--612.
[9]
Viola, P., and Jones, M. Robust real-time face detection. Int. J. Comput. Vis. 57, 2 (2004), 137--154.

Cited By

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  • (2021)Run-time Configurable Approximate Multiplier using Significance-Driven Logic Compression2021 IEEE 39th International Conference on Computer Design (ICCD)10.1109/ICCD53106.2021.00029(117-124)Online publication date: Oct-2021
  • (2019)SSA-ACACM Transactions on Design Automation of Electronic Systems10.1145/331457524:3(1-17)Online publication date: 2-Apr-2019
  • (2019)Q-Learning Algorithms: A Comprehensive Classification and ApplicationsIEEE Access10.1109/ACCESS.2019.29412297(133653-133667)Online publication date: 2019

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cover image ACM Other conferences
CODES '17: Proceedings of the Twelfth IEEE/ACM/IFIP International Conference on Hardware/Software Codesign and System Synthesis Companion
October 2017
84 pages
ISBN:9781450351850
DOI:10.1145/3125502
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 15 October 2017

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ESWEEK'17
ESWEEK'17: THIRTEENTH EMBEDDED SYSTEM WEEK
October 15 - 20, 2017
Seoul, Republic of Korea

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Overall Acceptance Rate 280 of 864 submissions, 32%

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Cited By

View all
  • (2021)Run-time Configurable Approximate Multiplier using Significance-Driven Logic Compression2021 IEEE 39th International Conference on Computer Design (ICCD)10.1109/ICCD53106.2021.00029(117-124)Online publication date: Oct-2021
  • (2019)SSA-ACACM Transactions on Design Automation of Electronic Systems10.1145/331457524:3(1-17)Online publication date: 2-Apr-2019
  • (2019)Q-Learning Algorithms: A Comprehensive Classification and ApplicationsIEEE Access10.1109/ACCESS.2019.29412297(133653-133667)Online publication date: 2019

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