PATENT CLAIM ANALYSIS

Application Number: 15892113
Application Type: Utility
Filing Date: 2018-02
Publication Date: 2019-08
Patent Classification: ["345", "418000"]

Abstract:
Techniques of simplifying triangular meshes involve performing machine learning on triangle mesh data to produce simplified triangle mesh data representing a simplified triangle mesh having a specified number of triangles. Along these lines, a computer obtains triangular mesh data representing a triangular mesh that approximates an object. For example, a triangular mesh that provides a very good approximation of a human head may have tens or hundreds of thousands of triangular faces and vertices. The computer then inputs this triangular mesh data and a specified number of triangular faces into a machine learning application. The specified number of triangular faces is much less than the number of faces in the triangular mesh data input into the machine learning application. The machine learning application, having been trained on multiple sets of triangular mesh/simplified triangular mesh data pairs, outputs simplified triangular mesh data representing a simplified triangular mesh having the specified number of sides.

Claim (Index 10):
The computer program product as in  claim 9 , wherein producing the first triangular mesh training dataset and the second triangular mesh training dataset includes:\n receiving the first triangular mesh training dataset, the first triangular mesh training dataset including a plurality of point data representing vertices of triangles of the triangular mesh; performing a vertex removal operation to remove a point datum of the plurality of point data, the point datum representing a vertex of a first plurality of triangles of the triangular mesh, the first plurality of triangles having a first number of triangles; and replacing the first plurality of triangles with a second plurality of triangles, the second plurality of triangles having a second number of triangles, the second number of triangles being less than the first number of triangles.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 88.0
- Lexical Diversity: 2.28169
- Patent Class: 345.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['15612689', '10312207', '11278260', '11715922', '15040931']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.6133225841577512
- 35 USC 102 Novelty (BERT): 0.5047245702277438
- Combined Prediction Score: 0.6024627827647505
- Mean Citation Score: 171.603922
- Max Citation Score: 187.30058
- Similarity Product: 115.47133602837204

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

Dataset: test