Matches in SemOpenAlex for { <https://semopenalex.org/work/W4294691766> ?p ?o ?g. }
- W4294691766 endingPage "919" @default.
- W4294691766 startingPage "909" @default.
- W4294691766 abstract "Many current video and text cross-modal retrieval research works focus on narrowing the semantic gap between video and text, but ignore the semantic difference between different sampled frames in the same video and the correlation of feature distribution of objects contained in different sampled frames in the same video, as a result, the features of the sampled frames in the final learned video cannot well represent the semantic features of the whole video. To overcome the shortcomings of existing studies, we first use a pre-trained video frame classification-aggregation network to make the object categories contained in different sampled frames in the same video be more close to the important object categories contained in the whole video, so as to promote the feature distribution of different sampled frames in the same video to be consistent, and increase the relevance of object features in different frames. Then we propose a video internal frame aggregation loss module to solve the problem of inconsistent feature distribution between different frame features encoded by video encoder in the same video and the aggregation feature of the sampled frame, thus enhancing the ability of video sampled frame aggregation feature representation. Experiments conducted on three common datasets MSVD, MSR-VTT and DiDeMo demonstrate the validity of the proposed approach." @default.
- W4294691766 created "2022-09-06" @default.
- W4294691766 creator A5012672471 @default.
- W4294691766 creator A5036777291 @default.
- W4294691766 creator A5051630734 @default.
- W4294691766 creator A5063481044 @default.
- W4294691766 creator A5080244427 @default.
- W4294691766 date "2023-02-01" @default.
- W4294691766 modified "2023-10-16" @default.
- W4294691766 title "Video Sampled Frame Category Aggregation and Consistent Representation for Cross-Modal Retrieval" @default.
- W4294691766 cites W2425121537 @default.
- W4294691766 cites W2614128781 @default.
- W4294691766 cites W2808399042 @default.
- W4294691766 cites W2885775891 @default.
- W4294691766 cites W2897439619 @default.
- W4294691766 cites W2956335072 @default.
- W4294691766 cites W2963017553 @default.
- W4294691766 cites W2965809241 @default.
- W4294691766 cites W2984008963 @default.
- W4294691766 cites W2987671777 @default.
- W4294691766 cites W2991539277 @default.
- W4294691766 cites W2994818707 @default.
- W4294691766 cites W3002515698 @default.
- W4294691766 cites W3034924978 @default.
- W4294691766 cites W3035309251 @default.
- W4294691766 cites W3035356601 @default.
- W4294691766 cites W3043840704 @default.
- W4294691766 cites W3102887392 @default.
- W4294691766 cites W3128401049 @default.
- W4294691766 cites W3131251978 @default.
- W4294691766 cites W3153005511 @default.
- W4294691766 cites W3154682722 @default.
- W4294691766 cites W3157181916 @default.
- W4294691766 cites W3159952799 @default.
- W4294691766 cites W3168640669 @default.
- W4294691766 cites W3175939205 @default.
- W4294691766 cites W3176349206 @default.
- W4294691766 cites W3204588463 @default.
- W4294691766 cites W4226391640 @default.
- W4294691766 doi "https://doi.org/10.1109/tcsvt.2022.3204623" @default.
- W4294691766 hasPublicationYear "2023" @default.
- W4294691766 type Work @default.
- W4294691766 citedByCount "0" @default.
- W4294691766 crossrefType "journal-article" @default.
- W4294691766 hasAuthorship W4294691766A5012672471 @default.
- W4294691766 hasAuthorship W4294691766A5036777291 @default.
- W4294691766 hasAuthorship W4294691766A5051630734 @default.
- W4294691766 hasAuthorship W4294691766A5063481044 @default.
- W4294691766 hasAuthorship W4294691766A5080244427 @default.
- W4294691766 hasConcept C106030495 @default.
- W4294691766 hasConcept C111919701 @default.
- W4294691766 hasConcept C118505674 @default.
- W4294691766 hasConcept C120665830 @default.
- W4294691766 hasConcept C121332964 @default.
- W4294691766 hasConcept C126042441 @default.
- W4294691766 hasConcept C138885662 @default.
- W4294691766 hasConcept C153180895 @default.
- W4294691766 hasConcept C154945302 @default.
- W4294691766 hasConcept C167510206 @default.
- W4294691766 hasConcept C172849965 @default.
- W4294691766 hasConcept C185592680 @default.
- W4294691766 hasConcept C188027245 @default.
- W4294691766 hasConcept C192209626 @default.
- W4294691766 hasConcept C202474056 @default.
- W4294691766 hasConcept C2776401178 @default.
- W4294691766 hasConcept C2781122975 @default.
- W4294691766 hasConcept C2781238097 @default.
- W4294691766 hasConcept C31972630 @default.
- W4294691766 hasConcept C41008148 @default.
- W4294691766 hasConcept C41895202 @default.
- W4294691766 hasConcept C71139939 @default.
- W4294691766 hasConcept C76155785 @default.
- W4294691766 hasConceptScore W4294691766C106030495 @default.
- W4294691766 hasConceptScore W4294691766C111919701 @default.
- W4294691766 hasConceptScore W4294691766C118505674 @default.
- W4294691766 hasConceptScore W4294691766C120665830 @default.
- W4294691766 hasConceptScore W4294691766C121332964 @default.
- W4294691766 hasConceptScore W4294691766C126042441 @default.
- W4294691766 hasConceptScore W4294691766C138885662 @default.
- W4294691766 hasConceptScore W4294691766C153180895 @default.
- W4294691766 hasConceptScore W4294691766C154945302 @default.
- W4294691766 hasConceptScore W4294691766C167510206 @default.
- W4294691766 hasConceptScore W4294691766C172849965 @default.
- W4294691766 hasConceptScore W4294691766C185592680 @default.
- W4294691766 hasConceptScore W4294691766C188027245 @default.
- W4294691766 hasConceptScore W4294691766C192209626 @default.
- W4294691766 hasConceptScore W4294691766C202474056 @default.
- W4294691766 hasConceptScore W4294691766C2776401178 @default.
- W4294691766 hasConceptScore W4294691766C2781122975 @default.
- W4294691766 hasConceptScore W4294691766C2781238097 @default.
- W4294691766 hasConceptScore W4294691766C31972630 @default.
- W4294691766 hasConceptScore W4294691766C41008148 @default.
- W4294691766 hasConceptScore W4294691766C41895202 @default.
- W4294691766 hasConceptScore W4294691766C71139939 @default.
- W4294691766 hasConceptScore W4294691766C76155785 @default.
- W4294691766 hasFunder F4320321001 @default.
- W4294691766 hasFunder F4320326189 @default.
- W4294691766 hasIssue "2" @default.