Matches in SemOpenAlex for { <https://semopenalex.org/work/W4289761423> ?p ?o ?g. }
Showing items 1 to 71 of
71
with 100 items per page.
- W4289761423 abstract "In this paper we propose a new approach for classifying the global emotion of images containing groups of people. To achieve this task, we consider two different and complementary sources of information: i) a global representation of the entire image (ii) a local representation where only faces are considered. While the global representation of the image is learned with a convolutional neural network (CNN), the local representation is obtained by merging face features through an attention mechanism. The two representations are first learned independently with two separate CNN branches and then fused through concatenation in order to obtain the final group-emotion classifier. For our submission to the EmotiW 2018 group-level emotion recognition challenge, we combine several variations of the proposed model into an ensemble, obtaining a final accuracy of 64.83% on the test set and ranking 4th among all challenge participants." @default.
- W4289761423 created "2022-08-04" @default.
- W4289761423 creator A5004770604 @default.
- W4289761423 creator A5034851870 @default.
- W4289761423 creator A5039660800 @default.
- W4289761423 creator A5043403796 @default.
- W4289761423 creator A5069038544 @default.
- W4289761423 date "2018-07-09" @default.
- W4289761423 modified "2023-09-26" @default.
- W4289761423 title "An Attention Model for group-level emotion recognition" @default.
- W4289761423 doi "https://doi.org/10.48550/arxiv.1807.03380" @default.
- W4289761423 hasPublicationYear "2018" @default.
- W4289761423 type Work @default.
- W4289761423 citedByCount "0" @default.
- W4289761423 crossrefType "posted-content" @default.
- W4289761423 hasAuthorship W4289761423A5004770604 @default.
- W4289761423 hasAuthorship W4289761423A5034851870 @default.
- W4289761423 hasAuthorship W4289761423A5039660800 @default.
- W4289761423 hasAuthorship W4289761423A5043403796 @default.
- W4289761423 hasAuthorship W4289761423A5069038544 @default.
- W4289761423 hasBestOaLocation W42897614231 @default.
- W4289761423 hasConcept C115961682 @default.
- W4289761423 hasConcept C153180895 @default.
- W4289761423 hasConcept C154945302 @default.
- W4289761423 hasConcept C177264268 @default.
- W4289761423 hasConcept C17744445 @default.
- W4289761423 hasConcept C199360897 @default.
- W4289761423 hasConcept C199539241 @default.
- W4289761423 hasConcept C2776359362 @default.
- W4289761423 hasConcept C2777438025 @default.
- W4289761423 hasConcept C31510193 @default.
- W4289761423 hasConcept C33923547 @default.
- W4289761423 hasConcept C41008148 @default.
- W4289761423 hasConcept C81363708 @default.
- W4289761423 hasConcept C87619178 @default.
- W4289761423 hasConcept C94375191 @default.
- W4289761423 hasConcept C94625758 @default.
- W4289761423 hasConcept C95623464 @default.
- W4289761423 hasConceptScore W4289761423C115961682 @default.
- W4289761423 hasConceptScore W4289761423C153180895 @default.
- W4289761423 hasConceptScore W4289761423C154945302 @default.
- W4289761423 hasConceptScore W4289761423C177264268 @default.
- W4289761423 hasConceptScore W4289761423C17744445 @default.
- W4289761423 hasConceptScore W4289761423C199360897 @default.
- W4289761423 hasConceptScore W4289761423C199539241 @default.
- W4289761423 hasConceptScore W4289761423C2776359362 @default.
- W4289761423 hasConceptScore W4289761423C2777438025 @default.
- W4289761423 hasConceptScore W4289761423C31510193 @default.
- W4289761423 hasConceptScore W4289761423C33923547 @default.
- W4289761423 hasConceptScore W4289761423C41008148 @default.
- W4289761423 hasConceptScore W4289761423C81363708 @default.
- W4289761423 hasConceptScore W4289761423C87619178 @default.
- W4289761423 hasConceptScore W4289761423C94375191 @default.
- W4289761423 hasConceptScore W4289761423C94625758 @default.
- W4289761423 hasConceptScore W4289761423C95623464 @default.
- W4289761423 hasLocation W42897614231 @default.
- W4289761423 hasOpenAccess W4289761423 @default.
- W4289761423 hasPrimaryLocation W42897614231 @default.
- W4289761423 hasRelatedWork W1968332688 @default.
- W4289761423 hasRelatedWork W2001423728 @default.
- W4289761423 hasRelatedWork W2044260117 @default.
- W4289761423 hasRelatedWork W2134472250 @default.
- W4289761423 hasRelatedWork W2159857630 @default.
- W4289761423 hasRelatedWork W2486556835 @default.
- W4289761423 hasRelatedWork W2767651786 @default.
- W4289761423 hasRelatedWork W4225852842 @default.
- W4289761423 hasRelatedWork W4352981569 @default.
- W4289761423 hasRelatedWork W3158004940 @default.
- W4289761423 isParatext "false" @default.
- W4289761423 isRetracted "false" @default.
- W4289761423 workType "article" @default.