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Side Window Filtering

CVPR 2019 · Image generation › Image restoration · approach: Reflection removal · 158 citations (OpenAlex)

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Measured effects reported in the paper

What was changedWhereMeasuredEffect
Replace centered local windows with side or corner-aligned windows and select the output closest to the input pixelBOX, GAU, MED, BIL, and GUI · Image smoothingedge preservationHelped
Replace centered local windows with side or corner-aligned windowsBOX, GAU, MED, BIL, and GUI · Image denoisingedge preservationHelped
Replace centered local windows with side or corner-aligned windowsBOX, GAU, MED, BIL, and GUI · Image enhancementhalo artifactsHelped
Use side-window versions of the filtersBIL and GUI · HDR tone mappinghalo artifactsHelped
Add side-window filtering to the iterative weighted guided filter frameworkIS-WGF · BSR Dataset natural-image structure-preserving texture-removingstructure preservationHelped
Use side-window weighted guided filtering in mutual-structure extractionMS-WGF · RGB and depth image pairsmutual-structure extraction qualityHelped
Use side-window weighted guided filtering instead of the original mutual-structure filterMS-WGF · Depth image mutual-structure extractionremoval of non-mutual structuresHelped
Replace the centered neighborhood with a selected side windowColorization by optimization · Colorizationcolor leakageHelped
Apply side-window filtering rather than the original filterBOX · 1 mega pixels, gray-scale imagescomputational time: 0.052 -> 0.215Hurt
Apply side-window filtering rather than the original filterGAU · 1 mega pixels, gray-scale imagescomputational time: 0.023 -> 0.23Hurt
Apply side-window filtering rather than the original filterMED · 1 mega pixels, gray-scale imagescomputational time: 1.16 -> 3.67Hurt
Apply side-window filtering rather than the original filterBIL · 1 mega pixels, gray-scale imagescomputational time: 8.69 -> 26.2Hurt

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