PATENT CLAIM ANALYSIS

Application Number: 16179401
Application Type: Utility
Filing Date: 2018-11
Publication Date: 2019-05
Patent Classification: ["703", "002000"]

Abstract:
A non-transitory processor-readable medium includes code to cause a processor to receive aerial data having a plurality of points arranged in a pattern. An indication associated with each point is provided as an input to a machine learning model to classify each point into a category from a plurality of categories. For each point, a set of points (1) adjacent to that point and (2) having a common category is identified to define a shape from a plurality of shapes. A polyline boundary of each shape is defined by analyzing with respect to a criterion, a position of each point associated with a border of that shape relative to at least one other point. A layer for each category including each shape associated with that category is defined and a computer-aided design file is generated using the polyline boundary of each shape and the layer for each category.

Claim (Index 26):
A non-transitory processor-readable medium storing code representing instructions to be executed by a processor, the code comprising code to cause the processor to:\n receive aerial data having a plurality of points arranged in a pattern; filtering the aerial data to define a set of points from the plurality of points; identify, for each point from the set of points, a group of points adjacent to that point in the pattern to define a cluster from a plurality of clusters; define a set of clusters from the plurality of clusters based on at least one of a number of points from the set of points in each cluster from the set of clusters or each point from the set of points in each cluster from the set of clusters meeting an elevation criterion; define a shape from a plurality of shapes formed by at least one cluster from the set of clusters based at least in part on the at least one cluster from the set of clusters meeting a regularity criterion; generate a polyline boundary of each shape from the plurality of shapes by analyzing with respect to a criterion a position of each point associated with a border of that shape relative to a position of at least one other point associated with the border of that shape; and generate a computer-aided design file using the polyline boundary of each cluster from the set of clusters.

Metadata:
- Claim Count in Document: 32.0
- Percentile: 98.0
- Lexical Diversity: 2.03846
- Patent Class: 703.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['15845620', '13155942', '16154332', '14954820', '15653442']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2281249254919411
- 35 USC 102 Novelty (BERT): 0.4775896917060068
- Combined Prediction Score: 0.2530714021133477
- Mean Citation Score: 148.176946
- Max Citation Score: 150.89206
- Similarity Product: 104.96807673503876

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