FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4315570819> ?p ?o ?g. }

• W4315570819 endingPage "805" @default.
• W4315570819 startingPage "805" @default.
• W4315570819 abstract "In recent years, with the development of the internet, video has become more and more widely used in life. Adding harmonious music to a video is gradually becoming an artistic task. However, artificially adding music takes a lot of time and effort, so we propose a method to recommend background music for videos. The emotional message of music is rarely taken into account in current work, but it is crucial for video music retrieval. To achieve this, we design two paths to process content information and emotional information between modals. Based on the characteristics of video and music, we design various feature extraction schemes and common representation spaces. In the content path, the pre-trained network is used as the feature extraction network. As these features contain some redundant information, we use an encoder-decoder structure for dimensionality reduction. Where encoder weights are shared to obtain content sharing features for video and music. In the emotion path, an emotion key frames scheme was used for video and a channel attention mechanism was used for music in order to obtain the emotion information effectively. We also added emotion distinguish loss to guarantee that the network acquires the emotion information effectively. More importantly, we propose a way to combine content information with emotional information. That is, content features are first stitched together with sentiment features and then passed through a fused shared space structured as an MLP to obtain more effective fused shared features. In addition, a polarity penalty factor has been added to the classical metric loss function to make it more suitable for this task. Experiments show that this dual path video music retrieval network can effectively merge information. Compared with existing methods, the retrieval task evaluation index increases Recall@1 by 3.94." @default.
• W4315570819 created "2023-01-11" @default.
• W4315570819 creator A5041425394 @default.
• W4315570819 creator A5077483649 @default.
• W4315570819 creator A5083952398 @default.
• W4315570819 date "2023-01-10" @default.
• W4315570819 modified "2023-09-26" @default.
• W4315570819 title "A Dual-Path Cross-Modal Network for Video-Music Retrieval" @default.
• W4315570819 cites W2194775991 @default.
• W4315570819 cites W2519268292 @default.
• W4315570819 cites W2593116425 @default.
• W4315570819 cites W2908965201 @default.
• W4315570819 cites W2939574508 @default.
• W4315570819 cites W2962934715 @default.
• W4315570819 cites W2962970472 @default.
• W4315570819 cites W2963807156 @default.
• W4315570819 cites W2964216321 @default.
• W4315570819 cites W2972819746 @default.
• W4315570819 cites W2990604978 @default.
• W4315570819 cites W3021076218 @default.
• W4315570819 cites W3034829039 @default.
• W4315570819 cites W3042845970 @default.
• W4315570819 cites W3085812513 @default.
• W4315570819 cites W3099153556 @default.
• W4315570819 cites W3122191403 @default.
• W4315570819 cites W3123214046 @default.
• W4315570819 cites W3125250951 @default.
• W4315570819 cites W3125780624 @default.
• W4315570819 cites W3142813226 @default.
• W4315570819 cites W3198668032 @default.
• W4315570819 cites W3213942508 @default.
• W4315570819 cites W4200404613 @default.
• W4315570819 cites W4200631412 @default.
• W4315570819 cites W4214612132 @default.
• W4315570819 cites W4285606530 @default.
• W4315570819 cites W4312319752 @default.
• W4315570819 cites W4312560592 @default.
• W4315570819 doi "https://doi.org/10.3390/s23020805" @default.
• W4315570819 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/36679605" @default.
• W4315570819 hasPublicationYear "2023" @default.
• W4315570819 type Work @default.
• W4315570819 citedByCount "0" @default.
• W4315570819 crossrefType "journal-article" @default.
• W4315570819 hasAuthorship W4315570819A5041425394 @default.
• W4315570819 hasAuthorship W4315570819A5077483649 @default.
• W4315570819 hasAuthorship W4315570819A5083952398 @default.
• W4315570819 hasBestOaLocation W43155708191 @default.
• W4315570819 hasConcept C107457646 @default.
• W4315570819 hasConcept C111919701 @default.
• W4315570819 hasConcept C118505674 @default.
• W4315570819 hasConcept C154945302 @default.
• W4315570819 hasConcept C17744445 @default.
• W4315570819 hasConcept C185592680 @default.
• W4315570819 hasConcept C188027245 @default.
• W4315570819 hasConcept C199539241 @default.
• W4315570819 hasConcept C23123220 @default.
• W4315570819 hasConcept C26517878 @default.
• W4315570819 hasConcept C2776359362 @default.
• W4315570819 hasConcept C2777735758 @default.
• W4315570819 hasConcept C31258907 @default.
• W4315570819 hasConcept C38652104 @default.
• W4315570819 hasConcept C41008148 @default.
• W4315570819 hasConcept C49774154 @default.
• W4315570819 hasConcept C71139939 @default.
• W4315570819 hasConcept C94625758 @default.
• W4315570819 hasConceptScore W4315570819C107457646 @default.
• W4315570819 hasConceptScore W4315570819C111919701 @default.
• W4315570819 hasConceptScore W4315570819C118505674 @default.
• W4315570819 hasConceptScore W4315570819C154945302 @default.
• W4315570819 hasConceptScore W4315570819C17744445 @default.
• W4315570819 hasConceptScore W4315570819C185592680 @default.
• W4315570819 hasConceptScore W4315570819C188027245 @default.
• W4315570819 hasConceptScore W4315570819C199539241 @default.
• W4315570819 hasConceptScore W4315570819C23123220 @default.
• W4315570819 hasConceptScore W4315570819C26517878 @default.
• W4315570819 hasConceptScore W4315570819C2776359362 @default.
• W4315570819 hasConceptScore W4315570819C2777735758 @default.
• W4315570819 hasConceptScore W4315570819C31258907 @default.
• W4315570819 hasConceptScore W4315570819C38652104 @default.
• W4315570819 hasConceptScore W4315570819C41008148 @default.
• W4315570819 hasConceptScore W4315570819C49774154 @default.
• W4315570819 hasConceptScore W4315570819C71139939 @default.
• W4315570819 hasConceptScore W4315570819C94625758 @default.
• W4315570819 hasIssue "2" @default.
• W4315570819 hasLocation W43155708191 @default.
• W4315570819 hasLocation W43155708192 @default.
• W4315570819 hasLocation W43155708193 @default.
• W4315570819 hasOpenAccess W4315570819 @default.
• W4315570819 hasPrimaryLocation W43155708191 @default.
• W4315570819 hasRelatedWork W108844849 @default.
• W4315570819 hasRelatedWork W2030250808 @default.
• W4315570819 hasRelatedWork W2347883734 @default.
• W4315570819 hasRelatedWork W2350807072 @default.
• W4315570819 hasRelatedWork W2355862304 @default.
• W4315570819 hasRelatedWork W2356108042 @default.
• W4315570819 hasRelatedWork W2356875448 @default.
• W4315570819 hasRelatedWork W2363925233 @default.
• W4315570819 hasRelatedWork W2364562957 @default.

• next