公开(公告)号：US10311574B2

公开(公告)日：2019-06-04

申请号：US15853206

申请日：2017-12-22

Applicant: Adobe Inc.

Inventor： Xiaohui Shen ,  Zhe Lin ,  Yi-Hsuan Tsai ,  Kalyan K. Sunkavalli

IPC: G06K9/00 ,  G06T7/11 ,  G06K9/62 ,  G06K9/34 ,  G06N3/04 ,  G06N7/00

Abstract: A digital medium environment includes an image processing application that performs object segmentation on an input image. An improved object segmentation method implemented by the image processing application comprises receiving an input image that includes an object region to be segmented by a segmentation process, processing the input image to provide a first segmentation that defines the object region, and processing the first segmentation to provide a second segmentation that provides pixel-wise label assignments for the object region. In some implementations, the image processing application performs improved sky segmentation on an input image containing a depiction of a sky.

公开(公告)号：US10762608B2

公开(公告)日：2020-09-01

申请号：US16119709

申请日：2018-08-31

Applicant: Adobe Inc.

Inventor： Xiaohui Shen ,  Yi-Hsuan Tsai ,  Kalyan K. Sunkavalli ,  Zhe Lin

IPC: G06F3/0482 ,  G06F3/0484 ,  G06T11/00 ,  G06T5/00 ,  G06T7/90 ,  G06F16/583

Abstract: Embodiments of the present disclosure relate to a sky editing system and related processes for sky editing. The sky editing system includes a composition detector to determine the composition of a target image. A sky search engine in the sky editing system is configured to find a reference image with similar composition with the target image. Subsequently, a sky editor replaces content of the sky in the target image with content of the sky in the reference image. As such, the sky editing system transforms the target image into a new image with a preferred sky background.