Matches in SemOpenAlex for { <https://semopenalex.org/work/W3048765086> ?p ?o ?g. }
- W3048765086 abstract "Despite the recent success of face image generation with GANs, conditional hair editing remains challenging due to the under-explored complexity of its geometry and appearance. In this paper, we present MichiGAN (Multi-Input-Conditioned Hair Image GAN), a novel conditional image generation method for interactive portrait hair manipulation. To provide user control over every major hair visual factor, we explicitly disentangle hair into four orthogonal attributes, including shape, structure, appearance, and background. For each of them, we design a corresponding condition module to represent, process, and convert user inputs, and modulate the image generation pipeline in ways that respect the natures of different visual attributes. All these condition modules are integrated with the backbone generator to form the final end-to-end network, which allows fully-conditioned hair generation from multiple user inputs. Upon it, we also build an interactive portrait hair editing system that enables straightforward manipulation of hair by projecting intuitive and high-level user inputs such as painted masks, guiding strokes, or reference photos to well-defined condition representations. Through extensive experiments and evaluations, we demonstrate the superiority of our method regarding both result quality and user controllability." @default.
- W3048765086 created "2020-08-18" @default.
- W3048765086 creator A5013972536 @default.
- W3048765086 creator A5029523095 @default.
- W3048765086 creator A5036850912 @default.
- W3048765086 creator A5045938154 @default.
- W3048765086 creator A5046214153 @default.
- W3048765086 creator A5057335500 @default.
- W3048765086 creator A5058028206 @default.
- W3048765086 creator A5064573190 @default.
- W3048765086 date "2020-08-12" @default.
- W3048765086 modified "2023-10-01" @default.
- W3048765086 title "MichiGAN" @default.
- W3048765086 cites W1979725963 @default.
- W3048765086 cites W1983116695 @default.
- W3048765086 cites W2017107803 @default.
- W3048765086 cites W2031008622 @default.
- W3048765086 cites W2033711321 @default.
- W3048765086 cites W2068112287 @default.
- W3048765086 cites W2083192529 @default.
- W3048765086 cites W2093425228 @default.
- W3048765086 cites W2096082495 @default.
- W3048765086 cites W2101192983 @default.
- W3048765086 cites W2108428911 @default.
- W3048765086 cites W2160777052 @default.
- W3048765086 cites W2168485256 @default.
- W3048765086 cites W2237250383 @default.
- W3048765086 cites W2468014222 @default.
- W3048765086 cites W2468764576 @default.
- W3048765086 cites W2477916117 @default.
- W3048765086 cites W2486034530 @default.
- W3048765086 cites W2611605760 @default.
- W3048765086 cites W2736907719 @default.
- W3048765086 cites W2809852002 @default.
- W3048765086 cites W2890109229 @default.
- W3048765086 cites W2902290465 @default.
- W3048765086 cites W2942551262 @default.
- W3048765086 cites W2962770929 @default.
- W3048765086 cites W2964024144 @default.
- W3048765086 cites W2974067445 @default.
- W3048765086 cites W2985068832 @default.
- W3048765086 cites W2985436153 @default.
- W3048765086 cites W2988112387 @default.
- W3048765086 cites W2989505547 @default.
- W3048765086 cites W3122887115 @default.
- W3048765086 cites W3137722423 @default.
- W3048765086 cites W4236231454 @default.
- W3048765086 doi "https://doi.org/10.1145/3386569.3392488" @default.
- W3048765086 hasPublicationYear "2020" @default.
- W3048765086 type Work @default.
- W3048765086 sameAs 3048765086 @default.
- W3048765086 citedByCount "50" @default.
- W3048765086 countsByYear W30487650862020 @default.
- W3048765086 countsByYear W30487650862021 @default.
- W3048765086 countsByYear W30487650862022 @default.
- W3048765086 countsByYear W30487650862023 @default.
- W3048765086 crossrefType "journal-article" @default.
- W3048765086 hasAuthorship W3048765086A5013972536 @default.
- W3048765086 hasAuthorship W3048765086A5029523095 @default.
- W3048765086 hasAuthorship W3048765086A5036850912 @default.
- W3048765086 hasAuthorship W3048765086A5045938154 @default.
- W3048765086 hasAuthorship W3048765086A5046214153 @default.
- W3048765086 hasAuthorship W3048765086A5057335500 @default.
- W3048765086 hasAuthorship W3048765086A5058028206 @default.
- W3048765086 hasAuthorship W3048765086A5064573190 @default.
- W3048765086 hasConcept C115961682 @default.
- W3048765086 hasConcept C121332964 @default.
- W3048765086 hasConcept C121684516 @default.
- W3048765086 hasConcept C154945302 @default.
- W3048765086 hasConcept C163258240 @default.
- W3048765086 hasConcept C199360897 @default.
- W3048765086 hasConcept C2780992000 @default.
- W3048765086 hasConcept C28826006 @default.
- W3048765086 hasConcept C31972630 @default.
- W3048765086 hasConcept C33923547 @default.
- W3048765086 hasConcept C41008148 @default.
- W3048765086 hasConcept C43521106 @default.
- W3048765086 hasConcept C48209547 @default.
- W3048765086 hasConcept C62520636 @default.
- W3048765086 hasConcept C98045186 @default.
- W3048765086 hasConceptScore W3048765086C115961682 @default.
- W3048765086 hasConceptScore W3048765086C121332964 @default.
- W3048765086 hasConceptScore W3048765086C121684516 @default.
- W3048765086 hasConceptScore W3048765086C154945302 @default.
- W3048765086 hasConceptScore W3048765086C163258240 @default.
- W3048765086 hasConceptScore W3048765086C199360897 @default.
- W3048765086 hasConceptScore W3048765086C2780992000 @default.
- W3048765086 hasConceptScore W3048765086C28826006 @default.
- W3048765086 hasConceptScore W3048765086C31972630 @default.
- W3048765086 hasConceptScore W3048765086C33923547 @default.
- W3048765086 hasConceptScore W3048765086C41008148 @default.
- W3048765086 hasConceptScore W3048765086C43521106 @default.
- W3048765086 hasConceptScore W3048765086C48209547 @default.
- W3048765086 hasConceptScore W3048765086C62520636 @default.
- W3048765086 hasConceptScore W3048765086C98045186 @default.
- W3048765086 hasIssue "4" @default.
- W3048765086 hasLocation W30487650861 @default.
- W3048765086 hasOpenAccess W3048765086 @default.
- W3048765086 hasPrimaryLocation W30487650861 @default.
- W3048765086 hasRelatedWork W2005185696 @default.