FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2963630186> ?p ?o ?g. }

• W2963630186 abstract "Spectral embedding provides a framework for solving perceptual organization problems, including image segmentation and figure/ground organization. From an affinity matrix describing pairwise relationships between pixels, it clusters pixels into regions, and, using a complex-valued extension, orders pixels according to layer. We train a convolutional neural network (CNN) to directly predict the pair-wise relationships that define this affinity matrix. Spectral embedding then resolves these predictions into a globally-consistent segmentation and figure/ground organization of the scene. Experiments demonstrate significant benefit to this direct coupling compared to prior works which use explicit intermediate stages, such as edge detection, on the pathway from image to affinities. Our results suggest spectral embedding as a powerful alternative to the conditional random field (CRF)-based globalization schemes typically coupled to deep neural networks." @default.
• W2963630186 created "2019-07-30" @default.
• W2963630186 creator A5001371942 @default.
• W2963630186 creator A5042014034 @default.
• W2963630186 creator A5054532679 @default.
• W2963630186 date "2016-06-01" @default.
• W2963630186 modified "2023-10-17" @default.
• W2963630186 title "Affinity CNN: Learning Pixel-Centric Pairwise Relations for Figure/Ground Embedding" @default.
• W2963630186 cites W125230233 @default.
• W2963630186 cites W1539790486 @default.
• W2963630186 cites W1905829557 @default.
• W2963630186 cites W1930528368 @default.
• W2963630186 cites W1976047850 @default.
• W2963630186 cites W2007012942 @default.
• W2963630186 cites W2012960460 @default.
• W2963630186 cites W2031489346 @default.
• W2963630186 cites W2032802519 @default.
• W2963630186 cites W2036284314 @default.
• W2963630186 cites W2103380420 @default.
• W2963630186 cites W2108944208 @default.
• W2963630186 cites W2110158442 @default.
• W2963630186 cites W2111522305 @default.
• W2963630186 cites W2115193009 @default.
• W2963630186 cites W2121927366 @default.
• W2963630186 cites W2126602610 @default.
• W2963630186 cites W2127251585 @default.
• W2963630186 cites W2128279936 @default.
• W2963630186 cites W2137276306 @default.
• W2963630186 cites W2157652882 @default.
• W2963630186 cites W2169805405 @default.
• W2963630186 cites W2193045528 @default.
• W2963630186 cites W2963563573 @default.
• W2963630186 cites W2963935758 @default.
• W2963630186 doi "https://doi.org/10.1109/cvpr.2016.26" @default.
• W2963630186 hasPublicationYear "2016" @default.
• W2963630186 type Work @default.
• W2963630186 sameAs 2963630186 @default.
• W2963630186 citedByCount "51" @default.
• W2963630186 countsByYear W29636301862016 @default.
• W2963630186 countsByYear W29636301862017 @default.
• W2963630186 countsByYear W29636301862018 @default.
• W2963630186 countsByYear W29636301862019 @default.
• W2963630186 countsByYear W29636301862020 @default.
• W2963630186 countsByYear W29636301862021 @default.
• W2963630186 countsByYear W29636301862022 @default.
• W2963630186 countsByYear W29636301862023 @default.
• W2963630186 crossrefType "proceedings-article" @default.
• W2963630186 hasAuthorship W2963630186A5001371942 @default.
• W2963630186 hasAuthorship W2963630186A5042014034 @default.
• W2963630186 hasAuthorship W2963630186A5054532679 @default.
• W2963630186 hasBestOaLocation W29636301862 @default.
• W2963630186 hasConcept C104319648 @default.
• W2963630186 hasConcept C11413529 @default.
• W2963630186 hasConcept C124504099 @default.
• W2963630186 hasConcept C152565575 @default.
• W2963630186 hasConcept C153180895 @default.
• W2963630186 hasConcept C154945302 @default.
• W2963630186 hasConcept C160633673 @default.
• W2963630186 hasConcept C169760540 @default.
• W2963630186 hasConcept C184898388 @default.
• W2963630186 hasConcept C26760741 @default.
• W2963630186 hasConcept C31972630 @default.
• W2963630186 hasConcept C41008148 @default.
• W2963630186 hasConcept C41608201 @default.
• W2963630186 hasConcept C81363708 @default.
• W2963630186 hasConcept C86803240 @default.
• W2963630186 hasConcept C89600930 @default.
• W2963630186 hasConceptScore W2963630186C104319648 @default.
• W2963630186 hasConceptScore W2963630186C11413529 @default.
• W2963630186 hasConceptScore W2963630186C124504099 @default.
• W2963630186 hasConceptScore W2963630186C152565575 @default.
• W2963630186 hasConceptScore W2963630186C153180895 @default.
• W2963630186 hasConceptScore W2963630186C154945302 @default.
• W2963630186 hasConceptScore W2963630186C160633673 @default.
• W2963630186 hasConceptScore W2963630186C169760540 @default.
• W2963630186 hasConceptScore W2963630186C184898388 @default.
• W2963630186 hasConceptScore W2963630186C26760741 @default.
• W2963630186 hasConceptScore W2963630186C31972630 @default.
• W2963630186 hasConceptScore W2963630186C41008148 @default.
• W2963630186 hasConceptScore W2963630186C41608201 @default.
• W2963630186 hasConceptScore W2963630186C81363708 @default.
• W2963630186 hasConceptScore W2963630186C86803240 @default.
• W2963630186 hasConceptScore W2963630186C89600930 @default.
• W2963630186 hasLocation W29636301861 @default.
• W2963630186 hasLocation W29636301862 @default.
• W2963630186 hasOpenAccess W2963630186 @default.
• W2963630186 hasPrimaryLocation W29636301861 @default.
• W2963630186 hasRelatedWork W1669643531 @default.
• W2963630186 hasRelatedWork W2005437358 @default.
• W2963630186 hasRelatedWork W2008656436 @default.
• W2963630186 hasRelatedWork W2023558673 @default.
• W2963630186 hasRelatedWork W2134924024 @default.
• W2963630186 hasRelatedWork W2272652053 @default.
• W2963630186 hasRelatedWork W2337415362 @default.
• W2963630186 hasRelatedWork W2517104666 @default.
• W2963630186 hasRelatedWork W4298237886 @default.
• W2963630186 hasRelatedWork W608510102 @default.
• W2963630186 isParatext "false" @default.
• W2963630186 isRetracted "false" @default.
• W2963630186 magId "2963630186" @default.

• next