Patent · US Active

System and method for using triplet loss for proposal free instance-wise semantic segmentation for lane detection

US10303956B2 · kind B2 · utility

8Cited by
80References
17Claims
0Family size

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Key dates

Filing dateAug 23, 2017
Grant dateMay 28, 2019
Priority date
Expiry dateAug 24, 2037

Classification

  • Technology area (CPC G)Physics
  • CPC primaryG06T2207/30256
  • WIPO fieldComputer technology
  • WIPO sectorElectrical engineering

Abstract

A system and method for using triplet loss for proposal free instance-wise semantic segmentation for lane detection are disclosed. A particular embodiment includes: receiving image data from an image generating device mounted on an autonomous vehicle; performing a semantic segmentation operation or other object detection on the received image data to identify and label objects in the image data with object category labels on a per-pixel basis and producing corresponding semantic segmentation prediction data; performing a triplet loss calculation operation using the semantic segmentation prediction data to identify different instances of objects with similar object category labels found in the image data; and determining an appropriate vehicle control action for the autonomous vehicle based on the different instances of objects identified in the image data.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.