PATENT CLAIM ANALYSIS

Application Number: 15876309
Application Type: Utility
Filing Date: 2018-01
Publication Date: 2018-06
Patent Classification: ["382", "225000"]

Abstract:
A method including: clustering a plurality of records, each record comprises at least one object image and at least one textual field associated with the object, to yield a plurality of clusters such that the object images in each cluster exhibit between them a visual similarity above a specified value; associating each cluster with a label by applying a dictionary function to the textual fields of each cluster, wherein the label reflects a common semantic factor of the textual fields of each cluster, wherein the common semantic factor has a value above a specified threshold. Accordingly, the visual similarity provides a measure of resemblances between two visual objects that can be based on at least one of: the fit between their color distribution such as correlation between their HSV color histograms, the fit between their texture, the fit between their shapes, the correlation between this edge histograms and face similarity.

Claim (Index 1):
A method for labeling clusters of visual objects, comprising:\n using at least one processor for executing the following: code instructions for identifying a plurality of records each comprising at least one object image associated with image capturing location data and at least one textual field; code instructions for applying a content analysis comprising a combination of:\n a location based analysis of said image capturing location data from said plurality of records, and \n a visual analysis of a visual similarity between respective said object images of said plurality of records to yield a plurality of clusters; \n code instructions for labeling each cluster of the plurality of clusters with a label reflecting a common semantic factor of respective said textual fields of members in each cluster.

Metadata:
- Claim Count in Document: 48.0
- Percentile: 86.0
- Lexical Diversity: 2.06329
- Patent Class: 382.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['14753140', '13267464', '12995911', '14223819', '12499118']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2967413797613342
- 35 USC 102 Novelty (BERT): 0.5408072919246704
- Combined Prediction Score: 0.3211479709776678
- Mean Citation Score: 247.93193400000004
- Max Citation Score: 388.63513
- Similarity Product: 361.3052844638669

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

Dataset: test