PATENT CLAIM ANALYSIS

Application Number: 15948061
Application Type: Utility
Filing Date: 2018-04
Publication Date: 2018-08
Patent Classification: ["382", "190000"]

Abstract:
As provided herein, a domain model, corresponding to a domain of an image, may be merged with a pre-trained fundamental model to generate a trained fundamental model. The trained fundamental model may comprise a feature description of the image converted into a binary code. Responsive to a user submitting a search query, a coarse image search may be performed, using a search query binary code derived from the search query, to identify a candidate group, comprising one or more images, having binary codes corresponding to the search query binary code. A fine image search may be performed on the candidate group utilizing a search query feature description derived from the search query. The fine image search may be used to rank images within the candidate group based upon a similarity between the search query feature description and feature descriptions of the one or more images within the candidate group.

Claim (Index 12):
A method of image searching comprising:\n converting a feature description of an image into a binary code; responsive to a user submitting a search query, performing a coarse image search using a search query binary code derived from the search query to identify a candidate group, comprising one or more images, having binary codes corresponding to the search query binary code, the candidate group comprising the image having the binary code; and performing a fine image search on the candidate group utilizing a search query feature description derived from the search query to rank the one or more images within the candidate group based upon a similarity between the search query feature description and feature descriptions of the one or more images within the candidate group, the candidate group comprising the image having the feature description.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 91.0
- Lexical Diversity: 2.57143
- Patent Class: 382.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['14730476', '15393201', '15524944', '12763466', '14861386']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2848628514624685
- 35 USC 102 Novelty (BERT): 0.5604976334164996
- Combined Prediction Score: 0.3124263296578716
- Mean Citation Score: 247.87971
- Max Citation Score: 442.24982
- Similarity Product: 320.84116766685247

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

Dataset: test