See PDF Abstract:We look into the problem of routinely putting an object into a track record picture for picture compositing. Provided a track record image plus a segmented object, the objective is to train a model to forecast plausible placements (locale and scale) of the item for compositing. The caliber of the composite impression very will depend on the predicted site/scale. Existing operates possibly create prospect bounding containers or apply sliding-window research utilizing world representations from track record and item photographs, which are unsuccessful to model regional info in qualifications images. On the other hand, nearby clues in background photographs are crucial to determine the compatibility of placing the objects with certain spots/scales. On this paper, we suggest to understand the correlation in between item attributes and all community background options by using a transformer module so that thorough information might be furnished on all feasible spot/scale configurations.
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