Patent · US Active

Convolutional neural network for object detection

US11100352B2 · kind B2 · utility

5Cited by
5References
20Claims
0Family size

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Key dates

Filing dateSep 19, 2019
Grant dateAug 24, 2021
Priority date
Expiry dateOct 7, 2039

Classification

  • Technology area (CPC G)Physics
  • CPC primaryG06T2207/20084
  • WIPO fieldComputer technology
  • WIPO sectorElectrical engineering

Abstract

Disclosed is a computer-readable medium including a program code that, when executed by processing circuitry, causes the processing circuitry to generate a feature map from an input image, to extract a region of interest from the feature map, and to generate a predicted mask based on the region of interest. The processing circuitry may use a predicted mask and a real mask to learn a convolutional neural network system. The real mask includes first pixels corresponding to the real boundary and second pixels corresponding to a fake boundary adjacent to the real boundary.

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