Matches in SemOpenAlex for { <https://semopenalex.org/work/W4287964992> ?p ?o ?g. }
Showing items 1 to 80 of
80
with 100 items per page.
- W4287964992 endingPage "346" @default.
- W4287964992 startingPage "333" @default.
- W4287964992 abstract "In this work is presented new algorithm for Hierarchical Adaptive Color Karhunen–Loève transform (HACKLT) aimed at the decorrelation of sequences of color RGB images. To increase the decorrelation, on each triad of components of same color, obtained from three consecutive images, is applied Color KLT (CKLT). To achieve maximum decorrelation, for each three sequential color images is detected the optimum orientation of the 3-component vectors used for the calculation of their covariance matrix of size 3 × 3, in one of the directions x, y or z. The so chosen orientation enhances the diagonalization of the covariance matrix. The hierarchical organization of the algorithm permits the calculations to stop in the level, in which the covariance matrix is diagonalized. Besides, by using HACKLT is achieved very high power concentration in the first eigen images of the decomposition. Compared to the “classic” KLT, used for the vectors which represent a sequence of images and are oriented along the direction “z” (for example, time), the computational complexity of the new algorithm is twice lower. The high efficiency of HACKLT in respect of the decorrelation defines its most suitable application areas: video compression, computer vision, extraction of features for objects recognition, objects tracking in video sequences, etc." @default.
- W4287964992 created "2022-07-26" @default.
- W4287964992 creator A5032918507 @default.
- W4287964992 creator A5058566439 @default.
- W4287964992 date "2022-01-01" @default.
- W4287964992 modified "2023-09-25" @default.
- W4287964992 title "Decorrelation of a Sequence of Color Images Through Hierarchical Adaptive Color KLT" @default.
- W4287964992 cites W1238037025 @default.
- W4287964992 cites W1581825006 @default.
- W4287964992 cites W160557184 @default.
- W4287964992 cites W2015625307 @default.
- W4287964992 cites W2040387238 @default.
- W4287964992 cites W2056248492 @default.
- W4287964992 cites W2064364500 @default.
- W4287964992 cites W2115322963 @default.
- W4287964992 cites W3088134224 @default.
- W4287964992 cites W4210983388 @default.
- W4287964992 cites W4242660797 @default.
- W4287964992 cites W4245345046 @default.
- W4287964992 cites W4245554758 @default.
- W4287964992 cites W591821914 @default.
- W4287964992 doi "https://doi.org/10.1007/978-981-19-3444-5_29" @default.
- W4287964992 hasPublicationYear "2022" @default.
- W4287964992 type Work @default.
- W4287964992 citedByCount "0" @default.
- W4287964992 crossrefType "book-chapter" @default.
- W4287964992 hasAuthorship W4287964992A5032918507 @default.
- W4287964992 hasAuthorship W4287964992A5058566439 @default.
- W4287964992 hasConcept C105795698 @default.
- W4287964992 hasConcept C11413529 @default.
- W4287964992 hasConcept C115961682 @default.
- W4287964992 hasConcept C142616399 @default.
- W4287964992 hasConcept C153180895 @default.
- W4287964992 hasConcept C154945302 @default.
- W4287964992 hasConcept C16345878 @default.
- W4287964992 hasConcept C177860922 @default.
- W4287964992 hasConcept C178650346 @default.
- W4287964992 hasConcept C185142706 @default.
- W4287964992 hasConcept C2524010 @default.
- W4287964992 hasConcept C2961294 @default.
- W4287964992 hasConcept C31972630 @default.
- W4287964992 hasConcept C33923547 @default.
- W4287964992 hasConcept C41008148 @default.
- W4287964992 hasConcept C82990744 @default.
- W4287964992 hasConcept C9417928 @default.
- W4287964992 hasConceptScore W4287964992C105795698 @default.
- W4287964992 hasConceptScore W4287964992C11413529 @default.
- W4287964992 hasConceptScore W4287964992C115961682 @default.
- W4287964992 hasConceptScore W4287964992C142616399 @default.
- W4287964992 hasConceptScore W4287964992C153180895 @default.
- W4287964992 hasConceptScore W4287964992C154945302 @default.
- W4287964992 hasConceptScore W4287964992C16345878 @default.
- W4287964992 hasConceptScore W4287964992C177860922 @default.
- W4287964992 hasConceptScore W4287964992C178650346 @default.
- W4287964992 hasConceptScore W4287964992C185142706 @default.
- W4287964992 hasConceptScore W4287964992C2524010 @default.
- W4287964992 hasConceptScore W4287964992C2961294 @default.
- W4287964992 hasConceptScore W4287964992C31972630 @default.
- W4287964992 hasConceptScore W4287964992C33923547 @default.
- W4287964992 hasConceptScore W4287964992C41008148 @default.
- W4287964992 hasConceptScore W4287964992C82990744 @default.
- W4287964992 hasConceptScore W4287964992C9417928 @default.
- W4287964992 hasLocation W42879649921 @default.
- W4287964992 hasOpenAccess W4287964992 @default.
- W4287964992 hasPrimaryLocation W42879649921 @default.
- W4287964992 hasRelatedWork W2012871320 @default.
- W4287964992 hasRelatedWork W2035801147 @default.
- W4287964992 hasRelatedWork W2057384023 @default.
- W4287964992 hasRelatedWork W2088277496 @default.
- W4287964992 hasRelatedWork W2090639163 @default.
- W4287964992 hasRelatedWork W2152649853 @default.
- W4287964992 hasRelatedWork W2166874161 @default.
- W4287964992 hasRelatedWork W2384427992 @default.
- W4287964992 hasRelatedWork W2547255861 @default.
- W4287964992 hasRelatedWork W2795007333 @default.
- W4287964992 isParatext "false" @default.
- W4287964992 isRetracted "false" @default.
- W4287964992 workType "book-chapter" @default.