See PDF Abstract:We look into the problem of immediately placing an object into a track record impression for picture compositing. Provided a background image as well as a segmented item, the purpose is always to train a product to predict plausible placements (spot and scale) of the article for compositing. The quality of the composite impression highly is dependent upon the predicted area/scale. Present functions both generate prospect bounding bins or implement sliding-window search using global representations from history and item photographs, which are unsuccessful to model nearby information in history photographs. Nonetheless, community clues in track record pictures are crucial to find out the compatibility of placing the objects with sure destinations/scales. With this paper, we propose to master the correlation among item features and all community track record options using a transformer module to ensure that specific facts could be provided on all attainable place/scale configurations.

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