Matches in SemOpenAlex for { <https://semopenalex.org/work/W4316143237> ?p ?o ?g. }
Showing items 1 to 90 of
90
with 100 items per page.
- W4316143237 abstract "Video virtual try-on methods aim to generate coherent, smooth, and realistic try-on videos, it matches the target clothing with the person in the video in a spatiotemporally consistent manner. Existing methods can match the human body with the clothing and then present it by the way of video, however it will cause the problem of excessive distortion of the grid and poor display effect at last. Given the problem, we found that was due to the neglect of the relationship between inputs lead to the loss of some features, while the conventional convolution operation is difficult to establish the remote information that is crucial in generating globally consistent results, restriction on clothing texture detail can lead to excessive deformation in the process of TPS fitting, make a lot of the try-on method in the final video rendering is not real. For the above problems, we reduce the excessive distortion of the garment during deformation by using a constraint function to regularize the TPS parameters; it also proposes a multimodal two-stage combinatorial Transformer: in the first stage, an interaction module is added, in which the long-distance relationship between people and clothing can be simulated, and then a better remote relationship can be obtained as well as contribute to the performance of TPS; in the second stage, an activation module is added, which can establish a global dependency, and this dependency can make the input important regions in the data are more prominent, which can provide more natural intermediate inputs for subsequent U-net networks. This paper’s method can bring better results for video virtual fitting, and experiments on the VVT dataset prove that the method outperforms previous methods in both quantitative and qualitative aspects." @default.
- W4316143237 created "2023-01-14" @default.
- W4316143237 creator A5004218075 @default.
- W4316143237 creator A5008509969 @default.
- W4316143237 creator A5024540054 @default.
- W4316143237 creator A5030920620 @default.
- W4316143237 creator A5059395455 @default.
- W4316143237 creator A5063775301 @default.
- W4316143237 creator A5067700844 @default.
- W4316143237 creator A5074593997 @default.
- W4316143237 date "2022-12-27" @default.
- W4316143237 modified "2023-09-26" @default.
- W4316143237 title "MMTrans: MultiModal Transformer for realistic video virtual try-on" @default.
- W4316143237 cites W2883309205 @default.
- W4316143237 cites W2962785568 @default.
- W4316143237 cites W2962934715 @default.
- W4316143237 cites W2963091558 @default.
- W4316143237 cites W2963524571 @default.
- W4316143237 cites W2964050021 @default.
- W4316143237 cites W2964051877 @default.
- W4316143237 cites W2964094136 @default.
- W4316143237 cites W2981950698 @default.
- W4316143237 cites W2984983779 @default.
- W4316143237 cites W2991079364 @default.
- W4316143237 cites W3013135579 @default.
- W4316143237 cites W3035520874 @default.
- W4316143237 cites W3093407252 @default.
- W4316143237 cites W3096831136 @default.
- W4316143237 cites W3106811106 @default.
- W4316143237 cites W3108707969 @default.
- W4316143237 cites W3110156989 @default.
- W4316143237 cites W3173998882 @default.
- W4316143237 cites W3175714707 @default.
- W4316143237 cites W3176825610 @default.
- W4316143237 cites W3202852550 @default.
- W4316143237 cites W3206898377 @default.
- W4316143237 doi "https://doi.org/10.1145/3574131.3574431" @default.
- W4316143237 hasPublicationYear "2022" @default.
- W4316143237 type Work @default.
- W4316143237 citedByCount "0" @default.
- W4316143237 crossrefType "proceedings-article" @default.
- W4316143237 hasAuthorship W4316143237A5004218075 @default.
- W4316143237 hasAuthorship W4316143237A5008509969 @default.
- W4316143237 hasAuthorship W4316143237A5024540054 @default.
- W4316143237 hasAuthorship W4316143237A5030920620 @default.
- W4316143237 hasAuthorship W4316143237A5059395455 @default.
- W4316143237 hasAuthorship W4316143237A5063775301 @default.
- W4316143237 hasAuthorship W4316143237A5067700844 @default.
- W4316143237 hasAuthorship W4316143237A5074593997 @default.
- W4316143237 hasBestOaLocation W43161432371 @default.
- W4316143237 hasConcept C119599485 @default.
- W4316143237 hasConcept C127413603 @default.
- W4316143237 hasConcept C154945302 @default.
- W4316143237 hasConcept C165801399 @default.
- W4316143237 hasConcept C166957645 @default.
- W4316143237 hasConcept C19768560 @default.
- W4316143237 hasConcept C205711294 @default.
- W4316143237 hasConcept C31972630 @default.
- W4316143237 hasConcept C41008148 @default.
- W4316143237 hasConcept C530175646 @default.
- W4316143237 hasConcept C66322947 @default.
- W4316143237 hasConcept C95457728 @default.
- W4316143237 hasConceptScore W4316143237C119599485 @default.
- W4316143237 hasConceptScore W4316143237C127413603 @default.
- W4316143237 hasConceptScore W4316143237C154945302 @default.
- W4316143237 hasConceptScore W4316143237C165801399 @default.
- W4316143237 hasConceptScore W4316143237C166957645 @default.
- W4316143237 hasConceptScore W4316143237C19768560 @default.
- W4316143237 hasConceptScore W4316143237C205711294 @default.
- W4316143237 hasConceptScore W4316143237C31972630 @default.
- W4316143237 hasConceptScore W4316143237C41008148 @default.
- W4316143237 hasConceptScore W4316143237C530175646 @default.
- W4316143237 hasConceptScore W4316143237C66322947 @default.
- W4316143237 hasConceptScore W4316143237C95457728 @default.
- W4316143237 hasLocation W43161432371 @default.
- W4316143237 hasOpenAccess W4316143237 @default.
- W4316143237 hasPrimaryLocation W43161432371 @default.
- W4316143237 hasRelatedWork W1503414886 @default.
- W4316143237 hasRelatedWork W1863533157 @default.
- W4316143237 hasRelatedWork W2048402902 @default.
- W4316143237 hasRelatedWork W2095660797 @default.
- W4316143237 hasRelatedWork W2112614329 @default.
- W4316143237 hasRelatedWork W2740010476 @default.
- W4316143237 hasRelatedWork W2797881514 @default.
- W4316143237 hasRelatedWork W3187331046 @default.
- W4316143237 hasRelatedWork W63071447 @default.
- W4316143237 hasRelatedWork W3182299699 @default.
- W4316143237 isParatext "false" @default.
- W4316143237 isRetracted "false" @default.
- W4316143237 workType "article" @default.