PATENT CLAIM ANALYSIS

Application Number: 15868359
Application Type: Utility
Filing Date: 2018-01
Publication Date: 2018-07
Patent Classification: ["382", "158000"]

Abstract:
An inspection device and a method for detecting a firearm in a luggage are disclosed. The method comprises: performing X-ray inspection on the luggage to obtain a transmission image; determining a plurality of candidate regions in the transmission image using a trained firearm detection neural network; and classifying the plurality of candidate regions using the detection neural network to determine whether there is a firearm included in the transmission image. With the above solutions, it is possible to determine more accurately whether there is a firearm included in a luggage. In other embodiments, after a firearm is detected using the above method, a label is marked in the image to prompt an image judger.

Claim (Index 6):
The method according to  claim 5 , further comprising steps of:\n calculating a confidence level of including a firearm in each candidate region, and determining that there is a firearm included in a candidate region in a case that a confidence level for the candidate region is greater than a specific threshold.

Metadata:
- Claim Count in Document: 12.0
- Percentile: 86.0
- Lexical Diversity: 2.06667
- Patent Class: 382.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: True
- Related Applications: ['15455551', '15786680', '15342823', '15360447', '15001417']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.345728792192379
- 35 USC 102 Novelty (BERT): 0.521456094212658
- Combined Prediction Score: 0.3633015223944069
- Mean Citation Score: 236.170278
- Max Citation Score: 266.9572
- Similarity Product: 132.06321359883546

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