Matches in SemOpenAlex for { <https://semopenalex.org/work/W1493335204> ?p ?o ?g. }
Showing items 1 to 93 of
93
with 100 items per page.
- W1493335204 endingPage "252" @default.
- W1493335204 startingPage "243" @default.
- W1493335204 abstract "We propose an unsupervised, probabilistic method for learning visual feature hierarchies. Starting from local, low-level features computed at interest point locations, the method combines these primitives into high-level abstractions. Our appearance-based learning method uses local statistical analysis between features and Expectation-Maximization to identify and code spatial correlations. Spatial correlation is asserted when two features tend to occur at the same relative position of each other. This learning scheme results in a graphical model that constitutes a probabilistic representation of a flexible visual feature hierarchy. For feature detection, evidence is propagated using Belief Propagation. Each message is represented by a Gaussian mixture where each component represents a possible location of the feature. In experiments, the proposed approach demonstrates efficient learning and robust detection of object models in the presence of clutter and occlusion and under view point changes." @default.
- W1493335204 created "2016-06-24" @default.
- W1493335204 creator A5024515193 @default.
- W1493335204 creator A5042438173 @default.
- W1493335204 date "2005-01-01" @default.
- W1493335204 modified "2023-09-27" @default.
- W1493335204 title "Unsupervised Learning of Visual Feature Hierarchies" @default.
- W1493335204 cites W1574930441 @default.
- W1493335204 cites W2111308925 @default.
- W1493335204 cites W2126852606 @default.
- W1493335204 cites W2129116707 @default.
- W1493335204 cites W2149194912 @default.
- W1493335204 cites W2158375077 @default.
- W1493335204 cites W2160225842 @default.
- W1493335204 cites W2163522917 @default.
- W1493335204 cites W2167947196 @default.
- W1493335204 cites W2168175751 @default.
- W1493335204 doi "https://doi.org/10.1007/11510888_24" @default.
- W1493335204 hasPublicationYear "2005" @default.
- W1493335204 type Work @default.
- W1493335204 sameAs 1493335204 @default.
- W1493335204 citedByCount "2" @default.
- W1493335204 countsByYear W14933352042015 @default.
- W1493335204 crossrefType "book-chapter" @default.
- W1493335204 hasAuthorship W1493335204A5024515193 @default.
- W1493335204 hasAuthorship W1493335204A5042438173 @default.
- W1493335204 hasBestOaLocation W14933352042 @default.
- W1493335204 hasConcept C105795698 @default.
- W1493335204 hasConcept C114289077 @default.
- W1493335204 hasConcept C119857082 @default.
- W1493335204 hasConcept C121332964 @default.
- W1493335204 hasConcept C138885662 @default.
- W1493335204 hasConcept C153180895 @default.
- W1493335204 hasConcept C154945302 @default.
- W1493335204 hasConcept C155846161 @default.
- W1493335204 hasConcept C163716315 @default.
- W1493335204 hasConcept C17744445 @default.
- W1493335204 hasConcept C182081679 @default.
- W1493335204 hasConcept C199539241 @default.
- W1493335204 hasConcept C2776359362 @default.
- W1493335204 hasConcept C2776401178 @default.
- W1493335204 hasConcept C33923547 @default.
- W1493335204 hasConcept C41008148 @default.
- W1493335204 hasConcept C41895202 @default.
- W1493335204 hasConcept C49781872 @default.
- W1493335204 hasConcept C49937458 @default.
- W1493335204 hasConcept C59404180 @default.
- W1493335204 hasConcept C62520636 @default.
- W1493335204 hasConcept C8038995 @default.
- W1493335204 hasConcept C94625758 @default.
- W1493335204 hasConceptScore W1493335204C105795698 @default.
- W1493335204 hasConceptScore W1493335204C114289077 @default.
- W1493335204 hasConceptScore W1493335204C119857082 @default.
- W1493335204 hasConceptScore W1493335204C121332964 @default.
- W1493335204 hasConceptScore W1493335204C138885662 @default.
- W1493335204 hasConceptScore W1493335204C153180895 @default.
- W1493335204 hasConceptScore W1493335204C154945302 @default.
- W1493335204 hasConceptScore W1493335204C155846161 @default.
- W1493335204 hasConceptScore W1493335204C163716315 @default.
- W1493335204 hasConceptScore W1493335204C17744445 @default.
- W1493335204 hasConceptScore W1493335204C182081679 @default.
- W1493335204 hasConceptScore W1493335204C199539241 @default.
- W1493335204 hasConceptScore W1493335204C2776359362 @default.
- W1493335204 hasConceptScore W1493335204C2776401178 @default.
- W1493335204 hasConceptScore W1493335204C33923547 @default.
- W1493335204 hasConceptScore W1493335204C41008148 @default.
- W1493335204 hasConceptScore W1493335204C41895202 @default.
- W1493335204 hasConceptScore W1493335204C49781872 @default.
- W1493335204 hasConceptScore W1493335204C49937458 @default.
- W1493335204 hasConceptScore W1493335204C59404180 @default.
- W1493335204 hasConceptScore W1493335204C62520636 @default.
- W1493335204 hasConceptScore W1493335204C8038995 @default.
- W1493335204 hasConceptScore W1493335204C94625758 @default.
- W1493335204 hasLocation W14933352041 @default.
- W1493335204 hasLocation W14933352042 @default.
- W1493335204 hasOpenAccess W1493335204 @default.
- W1493335204 hasPrimaryLocation W14933352041 @default.
- W1493335204 hasRelatedWork W1493335204 @default.
- W1493335204 hasRelatedWork W2354193593 @default.
- W1493335204 hasRelatedWork W2695951553 @default.
- W1493335204 hasRelatedWork W2775464024 @default.
- W1493335204 hasRelatedWork W2785535669 @default.
- W1493335204 hasRelatedWork W2902482704 @default.
- W1493335204 hasRelatedWork W2908875379 @default.
- W1493335204 hasRelatedWork W3093564170 @default.
- W1493335204 hasRelatedWork W4221136938 @default.
- W1493335204 hasRelatedWork W2885222362 @default.
- W1493335204 isParatext "false" @default.
- W1493335204 isRetracted "false" @default.
- W1493335204 magId "1493335204" @default.
- W1493335204 workType "book-chapter" @default.