FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3100720754> ?p ?o ?g. }

• W3100720754 endingPage "240" @default.
• W3100720754 startingPage "217" @default.
• W3100720754 abstract "We present a simple and fast geometric method for modeling data by a union of affine subspaces. The method begins by forming a collection of local best-fit affine subspaces, i.e., subspaces approximating the data in local neighborhoods. The correct sizes of the local neighborhoods are determined automatically by the Jones’ β 2 numbers (we prove under certain geometric conditions that our method finds the optimal local neighborhoods). The collection of subspaces is further processed by a greedy selection procedure or a spectral method to generate the final model. We discuss applications to tracking-based motion segmentation and clustering of faces under different illuminating conditions. We give extensive experimental evidence demonstrating the state of the art accuracy and speed of the suggested algorithms on these problems and also on synthetic hybrid linear data as well as the MNIST handwritten digits data; and we demonstrate how to use our algorithms for fast determination of the number of affine subspaces." @default.
• W3100720754 created "2020-11-23" @default.
• W3100720754 creator A5033785543 @default.
• W3100720754 creator A5053145694 @default.
• W3100720754 creator A5054389087 @default.
• W3100720754 creator A5088795209 @default.
• W3100720754 date "2012-06-22" @default.
• W3100720754 modified "2023-09-26" @default.
• W3100720754 title "Hybrid Linear Modeling via Local Best-Fit Flats" @default.
• W3100720754 cites W1533128638 @default.
• W3100720754 cites W1606778734 @default.
• W3100720754 cites W1972801555 @default.
• W3100720754 cites W2001141328 @default.
• W3100720754 cites W2003361735 @default.
• W3100720754 cites W2009234819 @default.
• W3100720754 cites W2013712253 @default.
• W3100720754 cites W2014739666 @default.
• W3100720754 cites W2028569884 @default.
• W3100720754 cites W2052311585 @default.
• W3100720754 cites W2056639756 @default.
• W3100720754 cites W2070760348 @default.
• W3100720754 cites W2074411795 @default.
• W3100720754 cites W2111196130 @default.
• W3100720754 cites W2118154608 @default.
• W3100720754 cites W2121148353 @default.
• W3100720754 cites W2123921160 @default.
• W3100720754 cites W2125874614 @default.
• W3100720754 cites W2127243551 @default.
• W3100720754 cites W2139054653 @default.
• W3100720754 cites W2146610201 @default.
• W3100720754 cites W2150414161 @default.
• W3100720754 cites W2150903798 @default.
• W3100720754 cites W2164931791 @default.
• W3100720754 cites W2165916500 @default.
• W3100720754 cites W2177347332 @default.
• W3100720754 cites W2546325542 @default.
• W3100720754 cites W3100451188 @default.
• W3100720754 cites W3101736969 @default.
• W3100720754 cites W3103861421 @default.
• W3100720754 cites W4250657332 @default.
• W3100720754 doi "https://doi.org/10.1007/s11263-012-0535-6" @default.
• W3100720754 hasPublicationYear "2012" @default.
• W3100720754 type Work @default.
• W3100720754 sameAs 3100720754 @default.
• W3100720754 citedByCount "113" @default.
• W3100720754 countsByYear W31007207542012 @default.
• W3100720754 countsByYear W31007207542013 @default.
• W3100720754 countsByYear W31007207542014 @default.
• W3100720754 countsByYear W31007207542015 @default.
• W3100720754 countsByYear W31007207542016 @default.
• W3100720754 countsByYear W31007207542017 @default.
• W3100720754 countsByYear W31007207542018 @default.
• W3100720754 countsByYear W31007207542019 @default.
• W3100720754 countsByYear W31007207542020 @default.
• W3100720754 countsByYear W31007207542021 @default.
• W3100720754 countsByYear W31007207542022 @default.
• W3100720754 countsByYear W31007207542023 @default.
• W3100720754 crossrefType "journal-article" @default.
• W3100720754 hasAuthorship W3100720754A5033785543 @default.
• W3100720754 hasAuthorship W3100720754A5053145694 @default.
• W3100720754 hasAuthorship W3100720754A5054389087 @default.
• W3100720754 hasAuthorship W3100720754A5088795209 @default.
• W3100720754 hasBestOaLocation W31007207541 @default.
• W3100720754 hasConcept C105611402 @default.
• W3100720754 hasConcept C11413529 @default.
• W3100720754 hasConcept C12362212 @default.
• W3100720754 hasConcept C153180895 @default.
• W3100720754 hasConcept C154945302 @default.
• W3100720754 hasConcept C190502265 @default.
• W3100720754 hasConcept C202444582 @default.
• W3100720754 hasConcept C2524010 @default.
• W3100720754 hasConcept C33923547 @default.
• W3100720754 hasConcept C41008148 @default.
• W3100720754 hasConcept C50644808 @default.
• W3100720754 hasConcept C73555534 @default.
• W3100720754 hasConcept C92757383 @default.
• W3100720754 hasConceptScore W3100720754C105611402 @default.
• W3100720754 hasConceptScore W3100720754C11413529 @default.
• W3100720754 hasConceptScore W3100720754C12362212 @default.
• W3100720754 hasConceptScore W3100720754C153180895 @default.
• W3100720754 hasConceptScore W3100720754C154945302 @default.
• W3100720754 hasConceptScore W3100720754C190502265 @default.
• W3100720754 hasConceptScore W3100720754C202444582 @default.
• W3100720754 hasConceptScore W3100720754C2524010 @default.
• W3100720754 hasConceptScore W3100720754C33923547 @default.
• W3100720754 hasConceptScore W3100720754C41008148 @default.
• W3100720754 hasConceptScore W3100720754C50644808 @default.
• W3100720754 hasConceptScore W3100720754C73555534 @default.
• W3100720754 hasConceptScore W3100720754C92757383 @default.
• W3100720754 hasIssue "3" @default.
• W3100720754 hasLocation W31007207541 @default.
• W3100720754 hasLocation W31007207542 @default.
• W3100720754 hasLocation W31007207543 @default.
• W3100720754 hasOpenAccess W3100720754 @default.
• W3100720754 hasPrimaryLocation W31007207541 @default.
• W3100720754 hasRelatedWork W1457719682 @default.
• W3100720754 hasRelatedWork W2139206670 @default.
• W3100720754 hasRelatedWork W2292254049 @default.

• next