PATENT CLAIM ANALYSIS

Application Number: 15912090
Application Type: Utility
Filing Date: 2018-03
Publication Date: 2018-09
Patent Classification: ["345", "419000"]

Abstract:
The present subject matter relates to a system and a method for generating a full head 3D morphable model. In an aspect, the system includes an identification module to identify one or more feature points as a collection of principal regions of an input 2D image. A 3D reconstruction engine generates the full head 3D morphable model by mapping feature points of the principal regions with corresponding feature points of predefined trained 3D mesh models. A rigging and animation module joins the full head 3D morphable model to a body of an animatable object to obtain a final 3D morphable model. Further, in an aspect, audio content may be added to the final 3D morphable mode to cause the final 3D morphable model to lip-sync with the audio content, and rendered in one of an AR, a MR or a VR medium.

Claim (Index 10):
A method for generating a full head 3D morphable model from a 2D image for use in one of an augmented reality (AR), virtual reality (VR) and mixed reality (MR) mediums, the method comprising:\n capturing the input 2D image; identifying one or more feature points or landmark as a collection of principal regions on a face portion of the 2D image; correcting the principal regions of the 2D image by re-sizing the feature points to obtain scaled principal regions; and generating the full head 3D morphable model by mapping the feature points of the scaled principal regions with feature points of principal regions of predefined trained 3D mesh models stored in one or more databases to select one or more 3D mesh models from the predefined trained 3D mesh models, wherein each selected 3D mesh model includes at least one principal region equivalent to a corresponding scaled principal region of the 2D image.

Metadata:
- Claim Count in Document: 2.0
- Percentile: 90.0
- Lexical Diversity: 2.02667
- Patent Class: 345.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: True
- Related Applications: ['11747695', '15861826', '11150872', '14324891', '16336918']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.6247435629818615
- 35 USC 102 Novelty (BERT): 0.4645405312760559
- Combined Prediction Score: 0.6087232598112811
- Mean Citation Score: 163.736074
- Max Citation Score: 165.30948
- Similarity Product: 129.33768589061737

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

Dataset: test