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ISSN: 2395-1052 • IF: 7.883
ISSN: 2395-1052 | International Peer-Reviewed Open Access Journal
Volume 12, Issue 10 (October 2026) Electronics And Communication Engineering OPEN ACCESS PEER-REVIEWED

Implementation And Image-Quality Evaluation Of Approximate Multiplier Designs For Image Sharpening

N K Deepthi1 • Dr.S.Lakshmi2
[1] Thirumalai Engineering College
[2] Thirumalai Engineering College
Published: October 21, 2026 • Paper ID: IJSARTV12I10105963 • ISSN: 2395-1052

Abstract

Mention Multiplication is a computationally intensive operation in digital signal processing and image-processing hardware. Approximate arithmetic can reduce implementation cost when small numerical errors are tolerable, but the benefits must be assessed together with output quality. This paper documents an implementation-oriented evaluation of two approximate multiplier designs and their use in image sharpening. The supplied output contains RTL/simulation artifacts, implementation reports, and side-by-side image results labeled Exact Multiplier, Proposed Design 1, and Proposed Design 2. The reference study by Chakraborty et al. presents probability-aware approximate 4:2 compressors integrated into an 8 × 8 Dadda multiplier and reports a trade-off between power-delay product and image similarity [1]. The present manuscript uses that study as technical context while treating the uploaded screenshots as the available evidence for the implementation under review. The captured reports show different on-chip power summaries for the two design runs (0.222 W and 1.559 W), while the hierarchy reports show one versus two logic LUTs and six bonded I/O blocks. Because the screenshots do not unambiguously establish tool settings, device details, run-to-design mapping for every report, or quantitative image-quality scores, these values are reported descriptively rather than as a controlled comparative benchmark. The paper sets out a reproducible evaluation framework using error rate, mean error distance, structural similarity, timing, area, and power, and identifies the additional evidence required before publication claims can be finalized.

Publication Specifications

Journal
International Journal for Science and Advance Research In Technology
ISSN (Online): 2395-1052
Issue & Volume
Volume 12, Issue 10 (October 2026)
Impact Factor: 7.883
Research Domain
Peer Review: Peer Reviewed
Paper Tracking ID
IJSARTV12I10105963
Access: Full Open Access

How to Cite This Research

Standard citation formats for researchers, scholars, and academic bibliographies.
N K Deepthi, & Dr.S.Lakshmi (2026). Implementation And Image-Quality Evaluation Of Approximate Multiplier Designs For Image Sharpening. International Journal for Science and Advance Research In Technology (IJSART), 12(10), 105963. https://ijsart.com/implementation-and-image-quality-evaluation-of-approximate-multiplier-designs-for-image-sharpening-105963
N K Deepthi, et al. "Implementation And Image-Quality Evaluation Of Approximate Multiplier Designs For Image Sharpening." International Journal for Science and Advance Research In Technology (IJSART), vol. 12, no. 10, 2026, pp. 105963.
N K Deepthi, & Dr.S.Lakshmi, 2026. Implementation And Image-Quality Evaluation Of Approximate Multiplier Designs For Image Sharpening. International Journal for Science and Advance Research In Technology (IJSART), 12(10). Available at: <https://ijsart.com/implementation-and-image-quality-evaluation-of-approximate-multiplier-designs-for-image-sharpening-105963>.
@article{ijsart_105963,
  title = {{Implementation And Image-Quality Evaluation Of Approximate Multiplier Designs For Image Sharpening}},
  author = {{N K Deepthi and Dr.S.Lakshmi}},
  journal = {{International Journal for Science and Advance Research In Technology (IJSART)}},
  volume = {12},
  number = {10},
  year = {2026},
  issn = {{2395-1052}},
  url = {{https://ijsart.com/implementation-and-image-quality-evaluation-of-approximate-multiplier-designs-for-image-sharpening-105963}}
}

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