Matches in SemOpenAlex for { <https://semopenalex.org/work/W2955313279> ?p ?o ?g. }
- W2955313279 endingPage "5784" @default.
- W2955313279 startingPage "5771" @default.
- W2955313279 abstract "In this paper, we present a novel Bayesian classification framework of the matrix variate Bingham distributions with the inclusion of its normalizing constant and develop a consistent general parametric modeling framework based on the Grassmann manifolds. To calculate the normalizing constants of the Bingham model, this paper extends the method of saddle-point approximation (SPA) to a new setting. Furthermore, it employs the standard theory of maximum likelihood estimation (MLE) to evaluate the involved parameters in the used probability density functions. The validity and performance of the proposed approach are tested on 14 real-world visual classification databases. We have compared the classification performance of our proposed approach with the baselines from the previous related approaches. The comparison shows that on most of the databases, the performance of our approach is superior." @default.
- W2955313279 created "2019-07-12" @default.
- W2955313279 creator A5012997783 @default.
- W2955313279 creator A5015817857 @default.
- W2955313279 creator A5066854398 @default.
- W2955313279 date "2019-12-01" @default.
- W2955313279 modified "2023-09-23" @default.
- W2955313279 title "Parametric Classification of Bingham Distributions Based on Grassmann Manifolds" @default.
- W2955313279 cites W1496650988 @default.
- W2955313279 cites W166142785 @default.
- W2955313279 cites W1929903369 @default.
- W2955313279 cites W1954152232 @default.
- W2955313279 cites W1966347620 @default.
- W2955313279 cites W1967632700 @default.
- W2955313279 cites W1969700546 @default.
- W2955313279 cites W1971713783 @default.
- W2955313279 cites W1974637548 @default.
- W2955313279 cites W1977295328 @default.
- W2955313279 cites W1981367467 @default.
- W2955313279 cites W1985188514 @default.
- W2955313279 cites W1986827948 @default.
- W2955313279 cites W1988130573 @default.
- W2955313279 cites W1991264156 @default.
- W2955313279 cites W1993309459 @default.
- W2955313279 cites W1996939238 @default.
- W2955313279 cites W2009086487 @default.
- W2955313279 cites W2014102544 @default.
- W2955313279 cites W2017214807 @default.
- W2955313279 cites W2027922120 @default.
- W2955313279 cites W2033557287 @default.
- W2955313279 cites W2049361783 @default.
- W2955313279 cites W2056526820 @default.
- W2955313279 cites W2058150240 @default.
- W2955313279 cites W2058240487 @default.
- W2955313279 cites W2062118960 @default.
- W2955313279 cites W2066986622 @default.
- W2955313279 cites W2068163954 @default.
- W2955313279 cites W2068396114 @default.
- W2955313279 cites W2070792803 @default.
- W2955313279 cites W2084008613 @default.
- W2955313279 cites W2088449330 @default.
- W2955313279 cites W2089360664 @default.
- W2955313279 cites W2089947415 @default.
- W2955313279 cites W2091759811 @default.
- W2955313279 cites W2093015317 @default.
- W2955313279 cites W2096484739 @default.
- W2955313279 cites W2103096501 @default.
- W2955313279 cites W2104371740 @default.
- W2955313279 cites W2104657103 @default.
- W2955313279 cites W2113740552 @default.
- W2955313279 cites W2114996241 @default.
- W2955313279 cites W2117030034 @default.
- W2955313279 cites W2118020555 @default.
- W2955313279 cites W2123582174 @default.
- W2955313279 cites W2124372976 @default.
- W2955313279 cites W2125949583 @default.
- W2955313279 cites W2126017757 @default.
- W2955313279 cites W2128071099 @default.
- W2955313279 cites W2128272608 @default.
- W2955313279 cites W2130606707 @default.
- W2955313279 cites W2130843763 @default.
- W2955313279 cites W2135658380 @default.
- W2955313279 cites W2136111578 @default.
- W2955313279 cites W2138011018 @default.
- W2955313279 cites W2141362318 @default.
- W2955313279 cites W2141830256 @default.
- W2955313279 cites W2142040002 @default.
- W2955313279 cites W2148809531 @default.
- W2955313279 cites W2149338181 @default.
- W2955313279 cites W2151743452 @default.
- W2955313279 cites W2155839910 @default.
- W2955313279 cites W2160204131 @default.
- W2955313279 cites W2162915993 @default.
- W2955313279 cites W2165828254 @default.
- W2955313279 cites W2166049352 @default.
- W2955313279 cites W2171171329 @default.
- W2955313279 cites W2262946425 @default.
- W2955313279 cites W2326473677 @default.
- W2955313279 cites W2562989287 @default.
- W2955313279 cites W2613763509 @default.
- W2955313279 cites W2761978242 @default.
- W2955313279 cites W2905121418 @default.
- W2955313279 cites W2963021451 @default.
- W2955313279 cites W2963578233 @default.
- W2955313279 cites W2963835840 @default.
- W2955313279 cites W3103304035 @default.
- W2955313279 cites W371215106 @default.
- W2955313279 cites W4205293427 @default.
- W2955313279 cites W4235256018 @default.
- W2955313279 cites W8105021 @default.
- W2955313279 cites W2002704236 @default.
- W2955313279 doi "https://doi.org/10.1109/tip.2019.2922100" @default.
- W2955313279 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/31247550" @default.
- W2955313279 hasPublicationYear "2019" @default.
- W2955313279 type Work @default.
- W2955313279 sameAs 2955313279 @default.
- W2955313279 citedByCount "1" @default.
- W2955313279 countsByYear W29553132792022 @default.