Matches in SemOpenAlex for { <https://semopenalex.org/work/W4287653886> ?p ?o ?g. }
Showing items 1 to 61 of
61
with 100 items per page.
- W4287653886 abstract "The task of video object segmentation with referring expressions (language-guided VOS) is to, given a linguistic phrase and a video, generate binary masks for the object to which the phrase refers. Our work argues that existing benchmarks used for this task are mainly composed of trivial cases, in which referents can be identified with simple phrases. Our analysis relies on a new categorization of the phrases in the DAVIS-2017 and Actor-Action datasets into trivial and non-trivial REs, with the non-trivial REs annotated with seven RE semantic categories. We leverage this data to analyze the results of RefVOS, a novel neural network that obtains competitive results for the task of language-guided image segmentation and state of the art results for language-guided VOS. Our study indicates that the major challenges for the task are related to understanding motion and static actions." @default.
- W4287653886 created "2022-07-25" @default.
- W4287653886 creator A5003320589 @default.
- W4287653886 creator A5039375454 @default.
- W4287653886 creator A5042547749 @default.
- W4287653886 creator A5051863471 @default.
- W4287653886 creator A5069341505 @default.
- W4287653886 creator A5075793611 @default.
- W4287653886 date "2020-10-01" @default.
- W4287653886 modified "2023-09-26" @default.
- W4287653886 title "RefVOS: A Closer Look at Referring Expressions for Video Object Segmentation" @default.
- W4287653886 doi "https://doi.org/10.48550/arxiv.2010.00263" @default.
- W4287653886 hasPublicationYear "2020" @default.
- W4287653886 type Work @default.
- W4287653886 citedByCount "0" @default.
- W4287653886 crossrefType "posted-content" @default.
- W4287653886 hasAuthorship W4287653886A5003320589 @default.
- W4287653886 hasAuthorship W4287653886A5039375454 @default.
- W4287653886 hasAuthorship W4287653886A5042547749 @default.
- W4287653886 hasAuthorship W4287653886A5051863471 @default.
- W4287653886 hasAuthorship W4287653886A5069341505 @default.
- W4287653886 hasAuthorship W4287653886A5075793611 @default.
- W4287653886 hasBestOaLocation W42876538861 @default.
- W4287653886 hasConcept C153083717 @default.
- W4287653886 hasConcept C154945302 @default.
- W4287653886 hasConcept C162324750 @default.
- W4287653886 hasConcept C187736073 @default.
- W4287653886 hasConcept C204321447 @default.
- W4287653886 hasConcept C2776224158 @default.
- W4287653886 hasConcept C2780451532 @default.
- W4287653886 hasConcept C2781238097 @default.
- W4287653886 hasConcept C41008148 @default.
- W4287653886 hasConcept C89600930 @default.
- W4287653886 hasConcept C94124525 @default.
- W4287653886 hasConceptScore W4287653886C153083717 @default.
- W4287653886 hasConceptScore W4287653886C154945302 @default.
- W4287653886 hasConceptScore W4287653886C162324750 @default.
- W4287653886 hasConceptScore W4287653886C187736073 @default.
- W4287653886 hasConceptScore W4287653886C204321447 @default.
- W4287653886 hasConceptScore W4287653886C2776224158 @default.
- W4287653886 hasConceptScore W4287653886C2780451532 @default.
- W4287653886 hasConceptScore W4287653886C2781238097 @default.
- W4287653886 hasConceptScore W4287653886C41008148 @default.
- W4287653886 hasConceptScore W4287653886C89600930 @default.
- W4287653886 hasConceptScore W4287653886C94124525 @default.
- W4287653886 hasLocation W42876538861 @default.
- W4287653886 hasOpenAccess W4287653886 @default.
- W4287653886 hasPrimaryLocation W42876538861 @default.
- W4287653886 hasRelatedWork W109171272 @default.
- W4287653886 hasRelatedWork W1547483066 @default.
- W4287653886 hasRelatedWork W1574125631 @default.
- W4287653886 hasRelatedWork W1991521335 @default.
- W4287653886 hasRelatedWork W2081647779 @default.
- W4287653886 hasRelatedWork W2135512949 @default.
- W4287653886 hasRelatedWork W2370527286 @default.
- W4287653886 hasRelatedWork W2400490375 @default.
- W4287653886 hasRelatedWork W3107474891 @default.
- W4287653886 hasRelatedWork W1967061043 @default.
- W4287653886 isParatext "false" @default.
- W4287653886 isRetracted "false" @default.
- W4287653886 workType "article" @default.