FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4366988770> ?p ?o ?g. }

• W4366988770 endingPage "7126" @default.
• W4366988770 startingPage "7126" @default.
• W4366988770 abstract "Existing methods for generating 2D plans based on intelligent systems usually require human-defined rules, and their operations are complex. GANs can solve these problems through independent research and learning. However, they only have generative design research based on a single constraint condition, and whether they can generate a qualified design scheme under many constraints is still unclear. Therefore, this paper develops the M-StruGAN generative model based on the structural design framework of a GAN. Its application research is extended to the 2D-plan layout generation of homestay based on the constraints of hybrid structures, and the feasibility of the method is comprehensively verified through three aspects: image synthesis quality assessment, scheme rationality assessment, and scheme design quality assessment. Experimental results show that the quality of the drawings generated by M-StruGAN is qualified, designers have a high degree of acceptance of the design results of M-StruGAN, and M-StruGAN completed the learning of the critical points of the 2D layout. Finally, through the human–computer interaction application of M-StruGAN, it can be found that compared with traditional design methods, M-StruGAN based on pix2pixHD has high-definition image quality, higher design efficiency, lower design cost, and more stable design quality." @default.
• W4366988770 created "2023-04-27" @default.
• W4366988770 creator A5005863427 @default.
• W4366988770 creator A5062971619 @default.
• W4366988770 creator A5081929519 @default.
• W4366988770 date "2023-04-24" @default.
• W4366988770 modified "2023-09-25" @default.
• W4366988770 title "M-StruGAN: An Automatic 2D-Plan Generation System under Mixed Structural Constraints for Homestays" @default.
• W4366988770 cites W1903029394 @default.
• W4366988770 cites W1996908670 @default.
• W4366988770 cites W2020533566 @default.
• W4366988770 cites W2030373549 @default.
• W4366988770 cites W2074796956 @default.
• W4366988770 cites W2126533581 @default.
• W4366988770 cites W2131397621 @default.
• W4366988770 cites W2133665775 @default.
• W4366988770 cites W2150474656 @default.
• W4366988770 cites W2204699746 @default.
• W4366988770 cites W2321336683 @default.
• W4366988770 cites W2597967530 @default.
• W4366988770 cites W2601446277 @default.
• W4366988770 cites W2620635955 @default.
• W4366988770 cites W2809417902 @default.
• W4366988770 cites W2894802794 @default.
• W4366988770 cites W2908349532 @default.
• W4366988770 cites W2948606054 @default.
• W4366988770 cites W2963073614 @default.
• W4366988770 cites W2963800363 @default.
• W4366988770 cites W2964230520 @default.
• W4366988770 cites W2982254950 @default.
• W4366988770 cites W2986336497 @default.
• W4366988770 cites W3040469843 @default.
• W4366988770 cites W3045354910 @default.
• W4366988770 cites W3088041907 @default.
• W4366988770 cites W3096831136 @default.
• W4366988770 cites W3107547765 @default.
• W4366988770 cites W3111135479 @default.
• W4366988770 cites W3122466384 @default.
• W4366988770 cites W3129062205 @default.
• W4366988770 cites W3137620071 @default.
• W4366988770 cites W3173414067 @default.
• W4366988770 cites W3183353052 @default.
• W4366988770 cites W4226281566 @default.
• W4366988770 cites W4230472502 @default.
• W4366988770 cites W4232842331 @default.
• W4366988770 cites W4281869548 @default.
• W4366988770 cites W4285713458 @default.
• W4366988770 cites W4285724373 @default.
• W4366988770 cites W4313068342 @default.
• W4366988770 cites W4317207123 @default.
• W4366988770 cites W4317535178 @default.
• W4366988770 cites W4322502601 @default.
• W4366988770 cites W2970834166 @default.
• W4366988770 doi "https://doi.org/10.3390/su15097126" @default.
• W4366988770 hasPublicationYear "2023" @default.
• W4366988770 type Work @default.
• W4366988770 citedByCount "0" @default.
• W4366988770 crossrefType "journal-article" @default.
• W4366988770 hasAuthorship W4366988770A5005863427 @default.
• W4366988770 hasAuthorship W4366988770A5062971619 @default.
• W4366988770 hasAuthorship W4366988770A5081929519 @default.
• W4366988770 hasBestOaLocation W43669887701 @default.
• W4366988770 hasConcept C111472728 @default.
• W4366988770 hasConcept C115961682 @default.
• W4366988770 hasConcept C119857082 @default.
• W4366988770 hasConcept C126255220 @default.
• W4366988770 hasConcept C127413603 @default.
• W4366988770 hasConcept C134306372 @default.
• W4366988770 hasConcept C13736549 @default.
• W4366988770 hasConcept C138885662 @default.
• W4366988770 hasConcept C154945302 @default.
• W4366988770 hasConcept C166957645 @default.
• W4366988770 hasConcept C176217482 @default.
• W4366988770 hasConcept C17744445 @default.
• W4366988770 hasConcept C184408114 @default.
• W4366988770 hasConcept C199539241 @default.
• W4366988770 hasConcept C201717286 @default.
• W4366988770 hasConcept C21547014 @default.
• W4366988770 hasConcept C2524010 @default.
• W4366988770 hasConcept C2776036281 @default.
• W4366988770 hasConcept C2776505523 @default.
• W4366988770 hasConcept C2779530757 @default.
• W4366988770 hasConcept C33923547 @default.
• W4366988770 hasConcept C39890363 @default.
• W4366988770 hasConcept C41008148 @default.
• W4366988770 hasConcept C77618280 @default.
• W4366988770 hasConcept C95457728 @default.
• W4366988770 hasConceptScore W4366988770C111472728 @default.
• W4366988770 hasConceptScore W4366988770C115961682 @default.
• W4366988770 hasConceptScore W4366988770C119857082 @default.
• W4366988770 hasConceptScore W4366988770C126255220 @default.
• W4366988770 hasConceptScore W4366988770C127413603 @default.
• W4366988770 hasConceptScore W4366988770C134306372 @default.
• W4366988770 hasConceptScore W4366988770C13736549 @default.
• W4366988770 hasConceptScore W4366988770C138885662 @default.
• W4366988770 hasConceptScore W4366988770C154945302 @default.
• W4366988770 hasConceptScore W4366988770C166957645 @default.
• W4366988770 hasConceptScore W4366988770C176217482 @default.

• next