Matches in SemOpenAlex for { <https://semopenalex.org/work/W2777774479> ?p ?o ?g. }
Showing items 1 to 100 of
100
with 100 items per page.
- W2777774479 abstract "This paper proposes a novel approach for segmenting primary video objects by using Complementary Convolutional Neural Networks (CCNN) and neighborhood reversible flow. The proposed approach first pre-trains CCNN on massive images with manually annotated salient objects in an end-to-end manner, and the trained CCNN has two separate branches that simultaneously handle two complementary tasks, i.e., foregroundness and backgroundness estimation. By applying CCNN on each video frame, the spatial foregroundness and backgroundness maps can be initialized, which are then propagated between various frames so as to segment primary video objects and suppress distractors. To enforce efficient temporal propagation, we divide each frame into superpixels and construct neighborhood reversible flow that reflects the most reliable temporal correspondences between superpixels in far-away frames. Within such flow, the initialized foregroundness and backgroundness can be efficiently and accurately propagated along the temporal axis so that primary video objects gradually pop-out and distractors are well suppressed. Extensive experimental results on three video datasets show that the proposed approach achieves impressive performance in comparisons with 18 state-of-the-art models." @default.
- W2777774479 created "2018-01-05" @default.
- W2777774479 creator A5023904965 @default.
- W2777774479 creator A5025409170 @default.
- W2777774479 creator A5026593936 @default.
- W2777774479 creator A5055115466 @default.
- W2777774479 date "2017-10-01" @default.
- W2777774479 modified "2023-09-25" @default.
- W2777774479 title "Primary Video Object Segmentation via Complementary CNNs and Neighborhood Reversible Flow" @default.
- W2777774479 cites W1918837316 @default.
- W2777774479 cites W1920142129 @default.
- W2777774479 cites W1942214758 @default.
- W2777774479 cites W1954128991 @default.
- W2777774479 cites W1973054923 @default.
- W2777774479 cites W1990802205 @default.
- W2777774479 cites W2002781701 @default.
- W2777774479 cites W2009874829 @default.
- W2777774479 cites W2016163842 @default.
- W2777774479 cites W2034740917 @default.
- W2777774479 cites W2039313011 @default.
- W2777774479 cites W2047670868 @default.
- W2777774479 cites W2076756823 @default.
- W2777774479 cites W2110019070 @default.
- W2777774479 cites W2113708607 @default.
- W2777774479 cites W2118246710 @default.
- W2777774479 cites W2138682569 @default.
- W2777774479 cites W2155598147 @default.
- W2777774479 cites W2156365280 @default.
- W2777774479 cites W2161185676 @default.
- W2777774479 cites W2167331599 @default.
- W2777774479 cites W2211996548 @default.
- W2777774479 cites W2293332611 @default.
- W2777774479 cites W2338972621 @default.
- W2777774479 cites W2462481369 @default.
- W2777774479 cites W2463175074 @default.
- W2777774479 cites W2466029529 @default.
- W2777774479 cites W2467181293 @default.
- W2777774479 cites W2472480899 @default.
- W2777774479 cites W764651262 @default.
- W2777774479 doi "https://doi.org/10.1109/iccv.2017.158" @default.
- W2777774479 hasPublicationYear "2017" @default.
- W2777774479 type Work @default.
- W2777774479 sameAs 2777774479 @default.
- W2777774479 citedByCount "20" @default.
- W2777774479 countsByYear W27777744792018 @default.
- W2777774479 countsByYear W27777744792019 @default.
- W2777774479 countsByYear W27777744792020 @default.
- W2777774479 countsByYear W27777744792021 @default.
- W2777774479 countsByYear W27777744792022 @default.
- W2777774479 countsByYear W27777744792023 @default.
- W2777774479 crossrefType "proceedings-article" @default.
- W2777774479 hasAuthorship W2777774479A5023904965 @default.
- W2777774479 hasAuthorship W2777774479A5025409170 @default.
- W2777774479 hasAuthorship W2777774479A5026593936 @default.
- W2777774479 hasAuthorship W2777774479A5055115466 @default.
- W2777774479 hasConcept C115961682 @default.
- W2777774479 hasConcept C126042441 @default.
- W2777774479 hasConcept C153180895 @default.
- W2777774479 hasConcept C154945302 @default.
- W2777774479 hasConcept C155542232 @default.
- W2777774479 hasConcept C199360897 @default.
- W2777774479 hasConcept C2780719617 @default.
- W2777774479 hasConcept C2780801425 @default.
- W2777774479 hasConcept C2781238097 @default.
- W2777774479 hasConcept C31972630 @default.
- W2777774479 hasConcept C41008148 @default.
- W2777774479 hasConcept C76155785 @default.
- W2777774479 hasConcept C81363708 @default.
- W2777774479 hasConcept C89600930 @default.
- W2777774479 hasConceptScore W2777774479C115961682 @default.
- W2777774479 hasConceptScore W2777774479C126042441 @default.
- W2777774479 hasConceptScore W2777774479C153180895 @default.
- W2777774479 hasConceptScore W2777774479C154945302 @default.
- W2777774479 hasConceptScore W2777774479C155542232 @default.
- W2777774479 hasConceptScore W2777774479C199360897 @default.
- W2777774479 hasConceptScore W2777774479C2780719617 @default.
- W2777774479 hasConceptScore W2777774479C2780801425 @default.
- W2777774479 hasConceptScore W2777774479C2781238097 @default.
- W2777774479 hasConceptScore W2777774479C31972630 @default.
- W2777774479 hasConceptScore W2777774479C41008148 @default.
- W2777774479 hasConceptScore W2777774479C76155785 @default.
- W2777774479 hasConceptScore W2777774479C81363708 @default.
- W2777774479 hasConceptScore W2777774479C89600930 @default.
- W2777774479 hasLocation W27777744791 @default.
- W2777774479 hasOpenAccess W2777774479 @default.
- W2777774479 hasPrimaryLocation W27777744791 @default.
- W2777774479 hasRelatedWork W1669643531 @default.
- W2777774479 hasRelatedWork W2005437358 @default.
- W2777774479 hasRelatedWork W2019566805 @default.
- W2777774479 hasRelatedWork W2123374136 @default.
- W2777774479 hasRelatedWork W2171116555 @default.
- W2777774479 hasRelatedWork W2517104666 @default.
- W2777774479 hasRelatedWork W2726222394 @default.
- W2777774479 hasRelatedWork W2975200075 @default.
- W2777774479 hasRelatedWork W4281553171 @default.
- W2777774479 hasRelatedWork W1967061043 @default.
- W2777774479 isParatext "false" @default.
- W2777774479 isRetracted "false" @default.
- W2777774479 magId "2777774479" @default.
- W2777774479 workType "article" @default.