Patent Document ID: 8903167
Application ID: 13106831
Patent Flag: 1

Claim One:
1. A method comprising: generating synthesized training samples by applying one or more object-based transform models to original training samples, the transform models including an object-based transform model that relocates an object from a source image to a target image selected based on presence of one or more co-occurring objects between the source image and the target image; validating the one or more object-based transform models based on image processing accuracy for an object class, based on the synthesized training samples; selecting one or more object-based transform models, the selected object-based transform models having a satisfactorily increased image processing accuracy for the object class wherein the one or more object-based transform models includes an object-based transform model that relocates an object from a source image to a different image region within a background of a target image; and determining co-occurrence statistics of a plurality of co-occurring objects in the source image and selecting the target image from a plurality of images based on co-occurrence statistics of co-occurring objects present in the target image.