PATENT CLAIM ANALYSIS

Application Number: 15888747
Application Type: Utility
Filing Date: 2018-02
Publication Date: 2018-09
Patent Classification: ["382", "118000"]

Abstract:
A video surveillance system is provided. The system includes a device configured to capture an input image of a subject located in an area. The system further includes a processor. The processor estimates, using a three-dimensional 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 coefficients. An area spanning the frontal face of the subject is made larger in the synthetic than in the input image. The processor provides, using a discriminator, a decision 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 3):
The video surveillance system of  claim 1 , wherein the discriminator provides the decision by distinguishing the synthetic frontal face image from at least one ground truth frontal face image.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 88.0
- Lexical Diversity: 2.48529
- Patent Class: 382.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['15888693', '15888629', '15803292', '14042873', '15647238']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3116325871578169
- 35 USC 102 Novelty (BERT): 0.5742940627232453
- Combined Prediction Score: 0.3378987347143597
- Mean Citation Score: 286.614882
- Max Citation Score: 440.0116
- Similarity Product: 426.1999980735064

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