PATENT CLAIM ANALYSIS

Application Number: 15875579
Application Type: Utility
Filing Date: 2018-01
Publication Date: 2019-07
Patent Classification: ["345", "008000"]

Abstract:
A method of detecting an object in a real scene using a computer includes specifying a 3D model corresponding to the object. The method further includes acquiring, from a capture camera, an image frame of a reference object captured from a first view angle. The method further includes generating a 2D synthetic image by rendering the 3D model in a second view angle that is different from the first view angle. The method further includes generating training data using (i) the image frame, (ii) the 2D synthetic image, (iii) the run-time camera parameter, and (iv) the capture camera parameter. The method further includes storing the generated training data in one or more memories.

Claim (Index 1):
A non-transitory computer readable medium that embodies instructions that cause one or more processors to perform a method comprising:\n (A) specifying a 3D model, stored in one or more memories, corresponding to an object; (B) setting a run-time camera parameter for a run-time camera that is to be used in detecting a pose of the object in a real scene; (C) setting a capture camera parameter for a capture camera that is to be used in capturing an image frame containing a reference object; (D) acquiring, from the capture camera, the image frame of the reference object captured from a first view angle; (E) generating a 2D synthetic image by rendering the 3D model in a second view angle that is different from the first view angle; (F) generating training data using (i) the image frame, (ii) the 2D synthetic image, (iii) the run-time camera parameter, and (iv) the capture camera parameter; and (G) storing the generated training data in one or more memories.

Metadata:
- Claim Count in Document: 4.0
- Percentile: 86.0
- Lexical Diversity: 2.18333
- Patent Class: 345.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['15839247', '15451752', '15808387', '15814924', '11183228']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.6557087579596664
- 35 USC 102 Novelty (BERT): 0.4866360310545516
- Combined Prediction Score: 0.6388014852691549
- Mean Citation Score: 224.37482000000003
- Max Citation Score: 259.24213
- Similarity Product: 227.5332251624405

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