PATENT CLAIM ANALYSIS

Application Number: 15888693
Application Type: Utility
Filing Date: 2018-02
Publication Date: 2018-09
Patent Classification: ["382", "100000"]

Abstract:
A video retrieval system is provided that includes a server for retrieving video sequences from a remote database responsive to a text specifying a face recognition result as an identity of a subject of an input image. The face recognition result is determined by a processor of the server, which estimates, using a 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 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 a decision of whether the synthetic image subject is an actual person and provides the identity of the subject in the input image based on the synthetic and input images.

Claim (Index 18):
The computer-implemented method of  claim 17 , wherein the face recognition engine regularizes the identity of the subject in the input image relative to the synthetic frontal face image.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 88.0
- Lexical Diversity: 2.30435
- Patent Class: 382.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['15888747', '15888629', '15803292', '15551247', '14042873']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3087829555197008
- 35 USC 102 Novelty (BERT): 0.5607576768190465
- Combined Prediction Score: 0.3339804276496353
- Mean Citation Score: 270.76103
- Max Citation Score: 415.81677
- Similarity Product: 373.7564178964717

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