Title:
METHOD AND ELECTRONIC DEVICE FOR INTERACTIVE IMAGE SEGMENTATION
Document Type and Number:
WIPO Patent Application WO/2024/014870
Kind Code:
A1
Abstract:
Embodiments herein provide a method and electronic device (100) for interactive image segmentation. The method includes receiving one or more user inputs for segmenting at least one object from among a plurality of objects in an image. The method includes generating a unified guidance map indicates the at least one object to be segmented based on the one or more user inputs. The method includes generating a complex supervision image based on the unified guidance map. The method includes segmenting the at least one object from the image by passing the image, the complex supervision image and the unified guidance map through an adaptive Neural Network (NN) model. The method includes storing the at least one segmented object from the image. Further, the method include configuring the parameters of an adaptive Neural Network based on color complexity analysis, edge complexity analysis and geometry complexity analysis.
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Inventors:
MATHUR PRAFUL (IN)
PARWANI SHASHI KUMAR (IN)
MURTHY DARSHANA VENKATESH (IN)
SHESHADRI ROOPA KOTIGANAHALLY (IN)
SHARMA AMAN (IN)
SHETTY VEERENDRA K (IN)
PARK SUNMIN (KR)
PARWANI SHASHI KUMAR (IN)
MURTHY DARSHANA VENKATESH (IN)
SHESHADRI ROOPA KOTIGANAHALLY (IN)
SHARMA AMAN (IN)
SHETTY VEERENDRA K (IN)
PARK SUNMIN (KR)
Application Number:
PCT/KR2023/009942
Publication Date:
January 18, 2024
Filing Date:
July 12, 2023
Export Citation:
Assignee:
SAMSUNG ELECTRONICS CO LTD (KR)
International Classes:
G06T7/11; G06F3/0487; G06F40/279; G06T3/40; G06T5/20; G06T7/90; G10L15/26
Foreign References:
| US20190236394A1 | 2019-08-01 | |||
| US20220198671A1 | 2022-06-23 | |||
| US20220156939A1 | 2022-05-19 | |||
| US20200342651A1 | 2020-10-29 | |||
| US20190139228A1 | 2019-05-09 |
Attorney, Agent or Firm:
KIM, Tae-hun et al. (KR)
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