Patent ID: 11941884
Assignee: ADOBE INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 12:
13. A method for image processing, comprising:
receiving an image comprising a plurality of object instances;
encoding the image to obtain image features;
decoding the image features to obtain object features;
generating object detection information based on the object features using an object detection branch, wherein the object detection branch is trained based on a first training set using a detection loss;
generating semantic segmentation information based on the object features using a semantic segmentation branch, wherein the semantic segmentation branch is trained based on a second training set different from the first training set using a semantic segmentation loss; and
combining the object detection information and the semantic segmentation information to obtain panoptic segmentation information that indicates which pixels of the image correspond to each of the plurality of object instances.