IEEE Trans Vis Comput Graph - Filling Your Shelves: Synthesizing Diverse Style-Preserving Artifact Arrangements.

Tópicos

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Resumo

Our homes and workspaces are filled with collections of dozens of artifacts laid out on surfaces such as shelves, counters, and mantles. The content and layout of these arrangements reflect both context, e.g. kitchen or living room, and style, e.g. neat or messy. Manually assembling such arrangements in virtual scenes is highly time consuming, especially when one needs to generate multiple diverse arrangements for numerous support surfaces and living spaces. We present a datadriven method especially designed for artifact arrangement which automatically populates empty surfaces with diverse believable arrangements of artifacts in a given style. The input to our method is an annotated photograph or a 3D model of an exemplar arrangement, that reflects the desired context and style. Our method leverages this exemplar to generate diverse arrangements reflecting the exemplar style for arbitrary furniture setups and layout dimensions. To simultaneously achieve scalability, diversity and style preservation, we define a valid solution space of arrangements that reflect the input style. We obtain solutions within this space using barrier functions and stochastic optimization.

Resumo Limpo

home workspac fill collect dozen artifact laid surfac shelv counter mantl content layout arrang reflect context eg kitchen live room style eg neat messi manual assembl arrang virtual scene high time consum especi one need generat multipl divers arrang numer support surfac live space present datadriven method especi design artifact arrang automat popul empti surfac divers believ arrang artifact given style input method annot photograph d model exemplar arrang reflect desir context style method leverag exemplar generat divers arrang reflect exemplar style arbitrari furnitur setup layout dimens simultan achiev scalabl divers style preserv defin valid solut space arrang reflect input style obtain solut within space use barrier function stochast optim

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