PATENT CLAIM ANALYSIS

Application Number: 15956450
Application Type: Utility
Filing Date: 2018-04
Publication Date: 2018-10
Patent Classification: ["345", "419000"]

Abstract:
In some embodiments, the present invention provides for a computer system that may include a camera component configured to acquire a visual content, where the visual content includes a plurality of frames having a visual representation of a person's face; and a processor configured to: train a face detection regressor with a synthetic face model database to obtain a face detection trained regressor; apply, for each frame, the face detection trained regressor to detect or to track the face based on facial features, local features, and a pre-defined hyperparameter; construct an intermediate multi-dimensional face model; apply machine learning to determine features of an intermediate multi-dimensional head model; construct a multi-dimensional avatar; and utilize the multi-dimensional avatar to perform an activity associated with the person.

Claim (Index 6):
The method of  claim 1 , wherein the pre-defined set of parameters is selected from the group consisting of: three-dimensional angles, translates, light vector coordinates, hair styles, beards, anthropometric parameters, facial expressions, and any combination thereof.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 91.0
- Lexical Diversity: 1.93056
- Patent Class: 345.0
- Transitional Phrase Type: closed
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['15881353', '14517758', '15299221', '15728178', '15044970']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.6852488862715344
- 35 USC 102 Novelty (BERT): 0.4789026060352233
- Combined Prediction Score: 0.6646142582479032
- Mean Citation Score: 164.037744
- Max Citation Score: 188.12796
- Similarity Product: 137.50233154289245

Labels:
- Claim Label 101: 1
- Claim Label 102: 1
- Claim Label 103: 0
- Claim Label 112: 1
- Combined Label: 1
- Label 101 Adjusted: 1

Dataset: test