Narrative Collage of Image Collections by Scene Graph Recombination

A narrative collage is an interesting image editing method for summarizing the main theme or storyline behind an image collection. We present a novel method to generate narrative images with plausible semantic scene structures. To achieve this goal, we introduce a layer graph and a scene graph to re...

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Détails bibliographiques
Publié dans:IEEE transactions on visualization and computer graphics. - 1998. - 24(2018), 9 vom: 05. Sept., Seite 2559-2572
Auteur principal: Fang, Fei (Auteur)
Autres auteurs: Yi, Miao, Feng, Hui, Hu, Shenghong, Xiao, Chunxia
Format: Article en ligne
Langue:English
Publié: 2018
Accès à la collection:IEEE transactions on visualization and computer graphics
Sujets:Journal Article Research Support, Non-U.S. Gov't
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520 |a A narrative collage is an interesting image editing method for summarizing the main theme or storyline behind an image collection. We present a novel method to generate narrative images with plausible semantic scene structures. To achieve this goal, we introduce a layer graph and a scene graph to represent the relative depth order and semantic relationship between image objects, respectively. We first cluster the input image collection to select representative images, and then we extract a group of semantic salient objects from each representative image. Both layer graphs and scene graphs are constructed and combined according to our specific rules for reorganizing the extracted objects in every image. We design an energy model to appropriately locate every object on the final canvas. The experimental results show that our method can produce competitive narrative collage results and that it performs well on a wide range of image collections 
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700 1 |a Hu, Shenghong  |e verfasserin  |4 aut 
700 1 |a Xiao, Chunxia  |e verfasserin  |4 aut 
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