Matches in SemOpenAlex for { <https://semopenalex.org/work/W1974658889> ?p ?o ?g. }
Showing items 1 to 92 of
92
with 100 items per page.
- W1974658889 abstract "Unsupervised, automatic image segmentation without contextual knowledge, or user intervention is a challenging problem. The key to robust segmentation is an appropriate selection of local features and metrics. However, a single aggregation of the local features using a greedy merging order often results in incorrect segmentation. This paper presents an unsupervised approach, which uses the consensus inferred from hierarchical segmentation ensembles, for partitioning images into foreground and background regions. By exploring an expanded set of possible aggregations of the local features, the proposed method generates meaningful segmentations that are not often revealed when only the optimal hierarchy is considered. A graph cuts-based approach is employed to combine the consensus along with a foreground-background model estimate, obtained using the ensemble, for effective segmentation. Experiments with a standard dataset show promising results when compared to several existing methods including the state-of-the-art weak supervised techniques that use co-segmentation." @default.
- W1974658889 created "2016-06-24" @default.
- W1974658889 creator A5019902487 @default.
- W1974658889 creator A5046632395 @default.
- W1974658889 creator A5075307711 @default.
- W1974658889 date "2014-10-01" @default.
- W1974658889 modified "2023-10-16" @default.
- W1974658889 title "Image segmentation using consensus from hierarchical segmentation ensembles" @default.
- W1974658889 cites W1602075893 @default.
- W1974658889 cites W1606177235 @default.
- W1974658889 cites W1970899458 @default.
- W1974658889 cites W1994259434 @default.
- W1974658889 cites W2036887016 @default.
- W1974658889 cites W2086052791 @default.
- W1974658889 cites W2097323414 @default.
- W1974658889 cites W2100588357 @default.
- W1974658889 cites W2118246710 @default.
- W1974658889 cites W2118557299 @default.
- W1974658889 cites W2121947440 @default.
- W1974658889 cites W2124351162 @default.
- W1974658889 cites W2141303268 @default.
- W1974658889 cites W2158842374 @default.
- W1974658889 cites W2161955854 @default.
- W1974658889 cites W2169551590 @default.
- W1974658889 cites W3100441790 @default.
- W1974658889 cites W44036200 @default.
- W1974658889 doi "https://doi.org/10.1109/icip.2014.7025662" @default.
- W1974658889 hasPublicationYear "2014" @default.
- W1974658889 type Work @default.
- W1974658889 sameAs 1974658889 @default.
- W1974658889 citedByCount "8" @default.
- W1974658889 countsByYear W19746588892015 @default.
- W1974658889 countsByYear W19746588892016 @default.
- W1974658889 countsByYear W19746588892017 @default.
- W1974658889 countsByYear W19746588892018 @default.
- W1974658889 countsByYear W19746588892019 @default.
- W1974658889 countsByYear W19746588892022 @default.
- W1974658889 crossrefType "proceedings-article" @default.
- W1974658889 hasAuthorship W1974658889A5019902487 @default.
- W1974658889 hasAuthorship W1974658889A5046632395 @default.
- W1974658889 hasAuthorship W1974658889A5075307711 @default.
- W1974658889 hasBestOaLocation W19746588892 @default.
- W1974658889 hasConcept C124504099 @default.
- W1974658889 hasConcept C132525143 @default.
- W1974658889 hasConcept C153180895 @default.
- W1974658889 hasConcept C154945302 @default.
- W1974658889 hasConcept C25694479 @default.
- W1974658889 hasConcept C41008148 @default.
- W1974658889 hasConcept C42314347 @default.
- W1974658889 hasConcept C5134670 @default.
- W1974658889 hasConcept C65885262 @default.
- W1974658889 hasConcept C80444323 @default.
- W1974658889 hasConcept C89600930 @default.
- W1974658889 hasConceptScore W1974658889C124504099 @default.
- W1974658889 hasConceptScore W1974658889C132525143 @default.
- W1974658889 hasConceptScore W1974658889C153180895 @default.
- W1974658889 hasConceptScore W1974658889C154945302 @default.
- W1974658889 hasConceptScore W1974658889C25694479 @default.
- W1974658889 hasConceptScore W1974658889C41008148 @default.
- W1974658889 hasConceptScore W1974658889C42314347 @default.
- W1974658889 hasConceptScore W1974658889C5134670 @default.
- W1974658889 hasConceptScore W1974658889C65885262 @default.
- W1974658889 hasConceptScore W1974658889C80444323 @default.
- W1974658889 hasConceptScore W1974658889C89600930 @default.
- W1974658889 hasLocation W19746588891 @default.
- W1974658889 hasLocation W19746588892 @default.
- W1974658889 hasOpenAccess W1974658889 @default.
- W1974658889 hasPrimaryLocation W19746588891 @default.
- W1974658889 hasRelatedWork W127226772 @default.
- W1974658889 hasRelatedWork W132631855 @default.
- W1974658889 hasRelatedWork W1491533156 @default.
- W1974658889 hasRelatedWork W2006052557 @default.
- W1974658889 hasRelatedWork W2010975286 @default.
- W1974658889 hasRelatedWork W2044346209 @default.
- W1974658889 hasRelatedWork W2109562068 @default.
- W1974658889 hasRelatedWork W2116374531 @default.
- W1974658889 hasRelatedWork W2170526016 @default.
- W1974658889 hasRelatedWork W2218769924 @default.
- W1974658889 hasRelatedWork W2248291564 @default.
- W1974658889 hasRelatedWork W2404760654 @default.
- W1974658889 hasRelatedWork W2405827190 @default.
- W1974658889 hasRelatedWork W26528250 @default.
- W1974658889 hasRelatedWork W2789255933 @default.
- W1974658889 hasRelatedWork W2907536214 @default.
- W1974658889 hasRelatedWork W3050826508 @default.
- W1974658889 hasRelatedWork W3068654335 @default.
- W1974658889 hasRelatedWork W3189337382 @default.
- W1974658889 hasRelatedWork W86548379 @default.
- W1974658889 isParatext "false" @default.
- W1974658889 isRetracted "false" @default.
- W1974658889 magId "1974658889" @default.
- W1974658889 workType "article" @default.