PATENT CLAIM ANALYSIS

Application Number: 15933894
Application Type: Utility
Filing Date: 2018-03
Publication Date: 2018-07
Patent Classification: ["382", "118000"]

Abstract:
In an approach to face recognition in an image, one or more computer processors receive an image that includes at least one face and one or more face parts. The one or more computer processors detect the one or more face parts in the image with a face component model. The one or more computer processors cluster the detected one or more face parts with one or more stored images. The one or more computer processors extract, from the clustered images, one or more face descriptors. The one or more computer processors determine a recognition score of the at least one face, based, at least in part, on the extracted one or more face descriptors.

Claim (Index 15):
A computer system for face recognition in an image, the computer system comprising:\n one or more computer processors; one or more computer readable storage devices; program instructions stored on the one or more computer readable storage devices for execution by at least one of the one or more computer processors, the stored program instructions comprising: program instructions to receive an image that includes at least one face and one or more face parts; program instructions to normalize the received image; program instructions to compare the normalized image to one or more existing templates of facial features; program instructions to determine whether a minimum distance between the normalized image and the one or more existing templates exceeds a threshold; responsive to determining the minimum distance between the normalized image and the one or more existing templates exceeds a threshold, program instructions to determine whether a quantity of the one or more existing templates is less than a pre-defined maximum quantity; and responsive to determining the quantity of the one or more existing templates is not less than a pre-defined maximum quantity, program instructions to update a first template of the one or more existing templates, wherein the first template most closely matches the normalized image.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 90.0
- Lexical Diversity: 2.86364
- Patent Class: 382.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['15065021', '13270155', '14074615', '13401076', '14823863']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.30453598062436
- 35 USC 102 Novelty (BERT): 0.5664889277052583
- Combined Prediction Score: 0.3307312753324499
- Mean Citation Score: 226.902936
- Max Citation Score: 443.9117
- Similarity Product: 418.50372479368446

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

Dataset: test