PATENT CLAIM ANALYSIS

Application Number: 16123842
Application Type: Utility
Filing Date: 2018-09
Publication Date: 2019-03
Patent Classification: ["382", "118000"]

Abstract:
A mechanism is described for facilitating recognition, reidentification, and security in machine learning at autonomous machines. A method of embodiments, as described herein, includes facilitating a camera to detect one or more objects within a physical vicinity, the one or more objects including a person, and the physical vicinity including a house, where detecting includes capturing one or more images of one or more portions of a body of the person. The method may further include extracting body features based on the one or more portions of the body, comparing the extracted body features with feature vectors stored at a database, and building a classification model based on the extracted body features over a period of time to facilitate recognition or reidentification of the person independent of facial recognition of the person.

Claim (Index 13):
The method of  claim 8 , further comprising comparing an output of the neural network with a pending decision of a decision-making entity, wherein based on the output of the neural network, the pending decision is at least one of altered, suspended, or maintained.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 97.0
- Lexical Diversity: 2.08696
- Patent Class: 382.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['15495327', '15495054', '15581133', '15495081', '15488555']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.360237306832803
- 35 USC 102 Novelty (BERT): 0.546127114904255
- Combined Prediction Score: 0.3788262876399482
- Mean Citation Score: 281.567698
- Max Citation Score: 410.80704
- Similarity Product: 334.48665160171504

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