PATENT CLAIM ANALYSIS

Application Number: 15888424
Application Type: Utility
Filing Date: 2018-02
Publication Date: 2018-08
Patent Classification: ["382", "159000"]

Abstract:
Aspects described herein apply machine learning techniques for image recognition and classification to the processing of topographic imagery, in order to permit more accurate and detailed topographic representations of an area to be obtained. In particular, in one embodiment a machine learning system is trained with existing topographic imagery and corresponding topographic data relating to a particular area, so that the machine learning system is then able to relate actual physical topographical features to their topographic representations in existing data. Having been so trained, the machine learning system may then be used to process topographic imagery data of the same area to determine new topographic details thereof for incorporation into the topographic data.

Claim (Index 9):
A method according to  claim 5 , wherein the recognising comprises recognising topographic features in the data to be a member of one or more topographic classifications arranged in accordance with a semantic topographic hierarchy, the semantic labelling comprising labelling the recognised features in accordance with the determined topographic classification.

Metadata:
- Claim Count in Document: 11.0
- Percentile: 88.0
- Lexical Diversity: 1.81818
- Patent Class: 382.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: True
- Related Applications: ['15608894', '12894752', '14724660', '15335414', '15714376']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2411404635382873
- 35 USC 102 Novelty (BERT): 0.4936264372346438
- Combined Prediction Score: 0.266389060907923
- Mean Citation Score: 175.147126
- Max Citation Score: 191.59824
- Similarity Product: 132.66415900259972

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

Dataset: test