feat: add Peak Signal-to-Noise Ratio (PSNR) to compression#1028
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AliAlimohammadi wants to merge 1 commit intoTheAlgorithms:masterfrom
Open
feat: add Peak Signal-to-Noise Ratio (PSNR) to compression#1028AliAlimohammadi wants to merge 1 commit intoTheAlgorithms:masterfrom
AliAlimohammadi wants to merge 1 commit intoTheAlgorithms:masterfrom
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@siriak, this is ready to be merged.
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Codecov Report✅ All modified and coverable lines are covered by tests. Additional details and impacted files@@ Coverage Diff @@
## master #1028 +/- ##
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Coverage 96.05% 96.06%
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Files 387 388 +1
Lines 29420 29468 +48
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+ Hits 28260 28308 +48
Misses 1160 1160 ☔ View full report in Codecov by Sentry. 🚀 New features to boost your workflow:
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Description
Adds a pure-Rust implementation of Peak Signal-to-Noise Ratio (PSNR), a standard metric for measuring the quality of a compressed or reconstructed image relative to its original.
First, the Mean Squared Error (MSE) is computed across all$n$ pixel values:
PSNR is then derived in decibels (dB) as:
where$PIXEL_MAX = 255$ for an 8-bit image. Returns $MSE = 0$ ).
f64::INFINITYwhen the two images are identical (Reference: Peak signal-to-noise ratio — Wikipedia
Type of change
Checklist:
cargo clippy --all -- -D warningsjust before my last commit and fixed any issue that was found.cargo fmtjust before my last commit.cargo testjust before my last commit and all tests passed.mod.rsfile within its own folder, and in any parent folder(s).DIRECTORY.mdwith the correct link.CONTRIBUTING.mdand my code follows its guidelines.