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 20):
A computer program product for video retrieval, the computer program product comprising a non-transitory computer readable storage medium having program instructions embodied therewith, the program instructions executable by a computer to cause the computer to perform a method comprising:\n configuring a requesting server to retrieve a set of video sequences from a remote database of multiple video sequences responsive to an input text specifying a face recognition result in a form of an identity of a subject of an input image, wherein the face recognition result is determined by\n estimating, by a processor of the requesting server 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 producing, by the processor 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 providing, by the processor using a discriminator, a decision indicative of whether the subject of the synthetic frontal face image is an actual person; and \n providing, by the processor using a face recognition engine, the 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: 2.30435
- Patent Class: 382.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['15888747', '15888629', '15803292', '15551247', '14042873']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2851464084537379
- 35 USC 102 Novelty (BERT): 0.5562278997665551
- Combined Prediction Score: 0.3122545575850196
- Mean Citation Score: 270.76103
- Max Citation Score: 415.81677
- Similarity Product: 345.7822506718218

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