Patent · US Active

Facial image reconstruction method and system

US10970526B1 · kind B1 · utility

1Cited by
2References
16Claims
0Family size

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Inventors

Key dates

Filing dateDec 16, 2019
Grant dateApr 6, 2021
Priority date—
Expiry dateDec 16, 2039

Classification

  • Technology area (CPC G)Physics
  • CPC primaryG06V40/173
  • WIPO fieldComputer technology
  • WIPO sectorElectrical engineering

Abstract

In a training phase of a facial image reconstruction system, a thermal facial image is input into a convolutional encoder and a pre-trained thermal facial recognition model for feature fusion. The fusion result is input into a convolutional decoder for visible facial image reconstruction. A hybrid loss function is used in the training phase. In the training phase, the reconstructed visible facial image and its corresponding real visible facial image are input into the pre-trained visible facial recognition model and the pre-trained facial landmark detection model to calculate the hybrid loss function for model learning and parameter update.

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