PATENT CLAIM ANALYSIS

Application Number: 16051980
Application Type: Utility
Filing Date: 2018-08
Publication Date: 2019-02
Patent Classification: ["348", "143000"]

Abstract:
Systems and methods for vehicle surveillance include a camera for capturing target images of vehicles. An object recognition system is in communication with the camera, the object recognition system including a processor for executing a synthesizer module for generating a plurality of viewpoints of a vehicle depicted in a source image, and a domain adaptation module for performing domain adaptation between the viewpoints of the vehicle and the target images to classifying vehicles of the target images regardless of the viewpoint represented in the target images. A display is in communication with the object recognition system for displaying each of the target images with labels corresponding to the vehicles of the target images.

Claim (Index 19):
The method of  claim 18 , wherein the domain adversarial neural network includes:\n first convolutional neural networks corresponding to the lighting and view augmented source images for extracting source features; second convolutional neural networks corresponding to the target images for extracting target features; first classifiers corresponding to the first convolutional neural networks for classifying the extracted source features and for classifying source domain discrimination; and second classifiers corresponding to the second convolutional neural networks for classifying the extracted target features for classifying target domain discrimination.

Metadata:
- Claim Count in Document: 5.0
- Percentile: 96.0
- Lexical Diversity: 2.31373
- Patent Class: 348.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['15179403', '16010832', '14658713', '15889958', '15013273']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.6314291434905385
- 35 USC 102 Novelty (BERT): 0.4837364118990372
- Combined Prediction Score: 0.6166598703313884
- Mean Citation Score: 187.787598
- Max Citation Score: 202.3583
- Similarity Product: 150.63190501201152

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