Compositing aware digital image search techniques and systems are described that leverage machine learning. In one example, a compositing aware image search system employs a two-stream convolutional neural network (CNN) to jointly learn feature embeddings from foreground digital images that capture a foreground object and background digital images that capture a background scene. In order to train models of the convolutional neural networks, triplets of training digital images are used. Each triplet may include a positive foreground digital image and a positive background digital image taken from the same digital image. The triplet also contains a negative foreground or background digital image that is dissimilar to the positive foreground or background digital image that is also included as part of the triplet.
Compositing aware digital image search
2019-04-24
Patent
Elektronische Ressource
Englisch
IMAGE COMPOSITING SYSTEM AND IMAGE COMPOSITING METHOD
Europäisches Patentamt | 2019
|IMAGE COMPOSITING SYSTEM AND IMAGE COMPOSITING METHOD
Europäisches Patentamt | 2021
|Error-Tolerant Image Compositing
British Library Online Contents | 2013
|Digital compositing a full-color holographic animated stereogram
British Library Conference Proceedings | 1995
|