Method for semantic segmentation and apparatus thereof
US10672129B1 · kind B1 · utility
2Cited by
3References
17Claims
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Key dates
| Filing date | Oct 25, 2019 |
| Grant date | Jun 2, 2020 |
| Priority date | — |
| Expiry date | Oct 25, 2039 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06T2207/20084
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
A semantic segmentation method and apparatus for improving an accuracy of a segmentation result are provided. The semantic segmentation method inputs a labeled image into a segmentation neural network to obtain segmentation information for the image, and back-propagates a segmentation loss for the segmentation information to update the segmentation neural network. The segmentation neural network is updated by further back-propagating an edge loss for the segmentation information.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.