PATENT CLAIM ANALYSIS

Application Number: 15888629
Application Type: Utility
Filing Date: 2018-02
Publication Date: 2018-09
Patent Classification: ["382", "100000"]

Abstract:
A face recognition system is provided. The system includes a device configured to capture an input image of a subject. The system further includes a processor. The processor estimates, using a 3D Morphable Model (3DMM) conditioned Generative Adversarial Network, 3DMM coefficients for the subject of the input image. The subject varies from an ideal front pose. The processor produces, using an image generator, a synthetic frontal face image of the subject of the input image based on the input image and the 3DMM coefficients. An area spanning the frontal face of the subject is made larger in the synthetic image than in the input image. The processor provides, using a discriminator, a decision indicative of whether the subject of the synthetic image is an actual person. The processor provides, using a face recognition engine, an identity of the subject in the input image based on the synthetic and input images.

Claim (Index 1):
A face recognition system, comprising:\n an image capture device configured to capture an input image of a subject; a processor, configured to\n estimate, using a three-dimensional Morphable Model (3DMM) conditioned Generative Adversarial Network (GAN), 3DMM coefficients for the subject of the input image, wherein the subject varies from an ideal front pose; \n produce, using an image generator, a synthetic frontal face image of the subject of the input image based on the input image and the 3DMM coefficients, wherein an area spanning the frontal face of the subject is made larger in the synthetic frontal face image than in the input image; \n provide, using a discriminator, a decision indicative of whether the subject of the synthetic frontal face image is an actual person; and \n provide, using a face recognition engine, an identity of the subject in the input image based on the synthetic frontal face image and the input image.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 88.0
- Lexical Diversity: 2.56061
- Patent Class: 382.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['15888747', '15888693', '15803292', '15637264', '15551247']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3040559911373892
- 35 USC 102 Novelty (BERT): 0.5763467314805565
- Combined Prediction Score: 0.3312850651717059
- Mean Citation Score: 295.377646
- Max Citation Score: 456.16296
- Similarity Product: 421.3535275817872

Labels:
- Claim Label 101: 1
- Claim Label 102: 1
- Claim Label 103: 1
- Claim Label 112: 1
- Combined Label: 1
- Label 101 Adjusted: 1

Dataset: test