Matches in SemOpenAlex for { <https://semopenalex.org/work/W2565736599> ?p ?o ?g. }
Showing items 1 to 95 of
95
with 100 items per page.
- W2565736599 endingPage "53" @default.
- W2565736599 startingPage "32" @default.
- W2565736599 abstract "Similarity/distance measures play an important role in various signal/image processing applications such as classification, clustering, change detection and matching. In most cases, maybe excluding visual perception, the distance measure should be amplitude/intensity translation invariant what means that it depends only on the relative difference of compared variables/parameters, but not on their absolute values. The two most popular measures: mean squared error (MSE) and structural similarity (SSIM) index used in image processing have been analysed theoretically and experimentally by showing their origin, similarities/differences and main properties. Both measures depend on the same parameters: sample means, standard deviations and correlation coefficient. It has been shown that SSIM originates from the two generalised Dice measures and thus inherit their main property scale invariance. Consequently, this property leads to the dependence of the measure on absolute mean and standard deviation values. Similarly, MSE depends on the absolute standard deviation values. A new composite similarity/distance measure based on means, standard deviations and correlation coefficient (CMSC) which has been proposed recently exhibits translation invariance property with respect to means and standard deviations. Experiments on simulated and real data corrupted with various types of distortions: mean shift, contrast stretching, noise (additive/multiplicative, impulsive) and blurring, supported theoretical results." @default.
- W2565736599 created "2017-01-06" @default.
- W2565736599 creator A5019968186 @default.
- W2565736599 date "2016-12-26" @default.
- W2565736599 modified "2023-09-27" @default.
- W2565736599 title "Image similarity/distance measures: what is really behind MSE and SSIM?" @default.
- W2565736599 cites W1605182321 @default.
- W2565736599 cites W1847213163 @default.
- W2565736599 cites W1973207880 @default.
- W2565736599 cites W1976589724 @default.
- W2565736599 cites W1987869189 @default.
- W2565736599 cites W1991519244 @default.
- W2565736599 cites W2015360107 @default.
- W2565736599 cites W2047856763 @default.
- W2565736599 cites W2081839214 @default.
- W2565736599 cites W2088392889 @default.
- W2565736599 cites W2089800766 @default.
- W2565736599 cites W2099474155 @default.
- W2565736599 cites W2109204877 @default.
- W2565736599 cites W2133665775 @default.
- W2565736599 cites W2142921995 @default.
- W2565736599 cites W2150734399 @default.
- W2565736599 cites W2159269332 @default.
- W2565736599 cites W2436012086 @default.
- W2565736599 cites W4214564766 @default.
- W2565736599 cites W4241214627 @default.
- W2565736599 doi "https://doi.org/10.1080/19479832.2016.1273259" @default.
- W2565736599 hasPublicationYear "2016" @default.
- W2565736599 type Work @default.
- W2565736599 sameAs 2565736599 @default.
- W2565736599 citedByCount "20" @default.
- W2565736599 countsByYear W25657365992019 @default.
- W2565736599 countsByYear W25657365992020 @default.
- W2565736599 countsByYear W25657365992021 @default.
- W2565736599 countsByYear W25657365992022 @default.
- W2565736599 countsByYear W25657365992023 @default.
- W2565736599 crossrefType "journal-article" @default.
- W2565736599 hasAuthorship W2565736599A5019968186 @default.
- W2565736599 hasBestOaLocation W25657365992 @default.
- W2565736599 hasConcept C103278499 @default.
- W2565736599 hasConcept C105795698 @default.
- W2565736599 hasConcept C115961682 @default.
- W2565736599 hasConcept C124101348 @default.
- W2565736599 hasConcept C134306372 @default.
- W2565736599 hasConcept C139945424 @default.
- W2565736599 hasConcept C153180895 @default.
- W2565736599 hasConcept C154945302 @default.
- W2565736599 hasConcept C190470478 @default.
- W2565736599 hasConcept C22679943 @default.
- W2565736599 hasConcept C2776517306 @default.
- W2565736599 hasConcept C2780009758 @default.
- W2565736599 hasConcept C2780092901 @default.
- W2565736599 hasConcept C33923547 @default.
- W2565736599 hasConcept C37914503 @default.
- W2565736599 hasConcept C41008148 @default.
- W2565736599 hasConcept C42747912 @default.
- W2565736599 hasConceptScore W2565736599C103278499 @default.
- W2565736599 hasConceptScore W2565736599C105795698 @default.
- W2565736599 hasConceptScore W2565736599C115961682 @default.
- W2565736599 hasConceptScore W2565736599C124101348 @default.
- W2565736599 hasConceptScore W2565736599C134306372 @default.
- W2565736599 hasConceptScore W2565736599C139945424 @default.
- W2565736599 hasConceptScore W2565736599C153180895 @default.
- W2565736599 hasConceptScore W2565736599C154945302 @default.
- W2565736599 hasConceptScore W2565736599C190470478 @default.
- W2565736599 hasConceptScore W2565736599C22679943 @default.
- W2565736599 hasConceptScore W2565736599C2776517306 @default.
- W2565736599 hasConceptScore W2565736599C2780009758 @default.
- W2565736599 hasConceptScore W2565736599C2780092901 @default.
- W2565736599 hasConceptScore W2565736599C33923547 @default.
- W2565736599 hasConceptScore W2565736599C37914503 @default.
- W2565736599 hasConceptScore W2565736599C41008148 @default.
- W2565736599 hasConceptScore W2565736599C42747912 @default.
- W2565736599 hasIssue "1" @default.
- W2565736599 hasLocation W25657365991 @default.
- W2565736599 hasLocation W25657365992 @default.
- W2565736599 hasOpenAccess W2565736599 @default.
- W2565736599 hasPrimaryLocation W25657365991 @default.
- W2565736599 hasRelatedWork W1169823621 @default.
- W2565736599 hasRelatedWork W121350374 @default.
- W2565736599 hasRelatedWork W1987874405 @default.
- W2565736599 hasRelatedWork W1992371859 @default.
- W2565736599 hasRelatedWork W2063211108 @default.
- W2565736599 hasRelatedWork W2111173507 @default.
- W2565736599 hasRelatedWork W2319693127 @default.
- W2565736599 hasRelatedWork W2606618787 @default.
- W2565736599 hasRelatedWork W3142162173 @default.
- W2565736599 hasRelatedWork W4248020907 @default.
- W2565736599 hasVolume "8" @default.
- W2565736599 isParatext "false" @default.
- W2565736599 isRetracted "false" @default.
- W2565736599 magId "2565736599" @default.
- W2565736599 workType "article" @default.