Adobe, Inc.

He Qin

Jen-Chan Jeff Chien

Xin Lu

Yumin Jia

Wentian Zhao

Zichuan Liu

Yeojin Kim

Shitong Wang

The present disclosure relates to systems, methods, and non-transitory computer-readable media that generate refined segmentation masks for digital visual media items. For example, in one or more embodiments, the disclosed systems utilize a segmentation refinement neural network to generate an initial segmentation mask for a digital visual media item. The disclosed systems further utilize the segmentation refinement neural network to generate one or more refined segmentation masks based on uncertainly classified pixels identified from the initial segmentation mask. To illustrate, in some implementations, the disclosed systems utilize the segmentation refinement neural network to redetermine whether a set of uncertain pixels corresponds to one or more objects depicted in the digital visual media item based on low-level (e.g., local) feature values extracted from feature maps generated for the digital visual media item.

Iteratively refining segmentation masks

Generating refined segmentation masks based on uncertain pixels

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San Jose, CA, United States of America

He Qin