Matches in SemOpenAlex for { <https://semopenalex.org/work/W4386191453> ?p ?o ?g. }
Showing items 1 to 83 of
83
with 100 items per page.
- W4386191453 abstract "Digital printing has been widely used in textile printing production. In the process of designing digital printing patterns, an image generative model is needed to assist in obtaining more diversified patterns. However, the current model involves large storage space and high computing cost, which affects the promotion of digital printing customized production. To solve the problem, this article proposes a digital printing image generation method based on style transfer. Firstly, a style transfer method based on exact feature distribution matching is constructed to realize the accurate matching from image content to style features. And a balanced loss function is used to enhance the universality of the proposed method. Furthermore, knowledge distillation is introduced to compress the method proposed to reduce the hardware requirements when processing high-resolution digital printing images. Finally, a segmented training strategy is proposed to solve the performance degradation caused by model compression. The experimental results show that when processing images with a resolution of 3000 × 3000, the storage capacity of the model is only 2.68 MB and only 0.20 TFLOPs is required. The maximum processing resolution is more than 8K. The pattern obtained by this model is of high quality and can meet the needs of digital printing production." @default.
- W4386191453 created "2023-08-27" @default.
- W4386191453 creator A5008329498 @default.
- W4386191453 creator A5014394467 @default.
- W4386191453 creator A5026660874 @default.
- W4386191453 creator A5072847606 @default.
- W4386191453 creator A5087847070 @default.
- W4386191453 date "2023-08-26" @default.
- W4386191453 modified "2023-09-30" @default.
- W4386191453 title "Digital printing image generation method based on style transfer" @default.
- W4386191453 cites W1861492603 @default.
- W4386191453 cites W2008790887 @default.
- W4386191453 cites W2125879936 @default.
- W4386191453 cites W2141966243 @default.
- W4386191453 cites W2567289819 @default.
- W4386191453 cites W2602095975 @default.
- W4386191453 cites W2603777577 @default.
- W4386191453 cites W2735772523 @default.
- W4386191453 cites W2750316684 @default.
- W4386191453 cites W2962750014 @default.
- W4386191453 cites W2962968458 @default.
- W4386191453 cites W2963920537 @default.
- W4386191453 cites W2964123594 @default.
- W4386191453 cites W2969810168 @default.
- W4386191453 cites W2997006708 @default.
- W4386191453 cites W3012255866 @default.
- W4386191453 cites W3034368386 @default.
- W4386191453 cites W3035057895 @default.
- W4386191453 cites W3092175286 @default.
- W4386191453 cites W3096108701 @default.
- W4386191453 cites W3138992522 @default.
- W4386191453 cites W3175006244 @default.
- W4386191453 cites W3175310755 @default.
- W4386191453 cites W3176524296 @default.
- W4386191453 cites W3202767484 @default.
- W4386191453 cites W3204595673 @default.
- W4386191453 cites W3206662769 @default.
- W4386191453 cites W3208174437 @default.
- W4386191453 cites W4288079576 @default.
- W4386191453 cites W4312365264 @default.
- W4386191453 doi "https://doi.org/10.1177/00405175231195367" @default.
- W4386191453 hasPublicationYear "2023" @default.
- W4386191453 type Work @default.
- W4386191453 citedByCount "0" @default.
- W4386191453 crossrefType "journal-article" @default.
- W4386191453 hasAuthorship W4386191453A5008329498 @default.
- W4386191453 hasAuthorship W4386191453A5014394467 @default.
- W4386191453 hasAuthorship W4386191453A5026660874 @default.
- W4386191453 hasAuthorship W4386191453A5072847606 @default.
- W4386191453 hasAuthorship W4386191453A5087847070 @default.
- W4386191453 hasConcept C104317675 @default.
- W4386191453 hasConcept C111919701 @default.
- W4386191453 hasConcept C115961682 @default.
- W4386191453 hasConcept C154945302 @default.
- W4386191453 hasConcept C31972630 @default.
- W4386191453 hasConcept C41008148 @default.
- W4386191453 hasConcept C9417928 @default.
- W4386191453 hasConcept C98045186 @default.
- W4386191453 hasConceptScore W4386191453C104317675 @default.
- W4386191453 hasConceptScore W4386191453C111919701 @default.
- W4386191453 hasConceptScore W4386191453C115961682 @default.
- W4386191453 hasConceptScore W4386191453C154945302 @default.
- W4386191453 hasConceptScore W4386191453C31972630 @default.
- W4386191453 hasConceptScore W4386191453C41008148 @default.
- W4386191453 hasConceptScore W4386191453C9417928 @default.
- W4386191453 hasConceptScore W4386191453C98045186 @default.
- W4386191453 hasFunder F4320321001 @default.
- W4386191453 hasLocation W43861914531 @default.
- W4386191453 hasOpenAccess W4386191453 @default.
- W4386191453 hasPrimaryLocation W43861914531 @default.
- W4386191453 hasRelatedWork W2080322084 @default.
- W4386191453 hasRelatedWork W2130228941 @default.
- W4386191453 hasRelatedWork W2161229648 @default.
- W4386191453 hasRelatedWork W2287675142 @default.
- W4386191453 hasRelatedWork W2787706201 @default.
- W4386191453 hasRelatedWork W2885565509 @default.
- W4386191453 hasRelatedWork W2993674027 @default.
- W4386191453 hasRelatedWork W3003164983 @default.
- W4386191453 hasRelatedWork W4312753625 @default.
- W4386191453 hasRelatedWork W2187613906 @default.
- W4386191453 isParatext "false" @default.
- W4386191453 isRetracted "false" @default.
- W4386191453 workType "article" @default.