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 1):
A method, comprising:\n receiving, by controlling circuitry of a computer configured to simplify information related to an object for display on a display device, triangular mesh data representing a triangular mesh, the triangular mesh including a first plurality of faces, the first plurality of faces having a number of faces and providing a first approximation of the object; performing, by the controlling circuitry, a machine learning application operation on the triangular mesh data to produce simplified triangular mesh data, the simplified triangular mesh data representing a simplified triangular mesh, the simplified triangular mesh including a second plurality of faces, the second plurality of faces providing a second approximation of the object and having a specified number of faces that is less than the number of faces of the first plurality of faces; and rendering, by the controlling circuitry, the simplified mesh data to display the second approximation of the object on the display device.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 88.0
- Lexical Diversity: 2.28169
- Patent Class: 345.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['15612689', '10312207', '11278260', '11715922', '15040931']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.5882559732177317
- 35 USC 102 Novelty (BERT): 0.4884241200026385
- Combined Prediction Score: 0.5782727878962224
- Mean Citation Score: 171.603922
- Max Citation Score: 187.30058
- Similarity Product: 133.76038761279582

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