PATENT CLAIM ANALYSIS

Application Number: 15990570
Application Type: Utility
Filing Date: 2018-05
Publication Date: 2018-11
Patent Classification: ["382", "159000"]

Abstract:
Systems and methods are provided for image re-orientation. A computing system for image re-orientation may comprise one or more processors and a memory for storing instruction that, when executed by the processors, cause the system to perform: obtaining positive samples including text of a predetermined type in a predetermined orientation range and negative samples not including text of the predetermined type in the predetermined orientation range; training a model with the obtained positive and negative samples; receiving an image in an original orientation; applying the trained model to the received image; in response to determining that the received image does not comprise any text of the predetermined type in the predetermined orientation range, rotating the image by a predetermined angle and re-applying the trained model to the rotated image to determine if the rotated image comprises at least some text of the predetermined type in the predetermined orientation range.

Claim (Index 17):
An image re-orientation method, comprising:\n obtaining positive and negative samples, wherein a positive sample includes text of a predetermined type in a predetermined orientation range, and a negative sample does not include text of the predetermined type in the predetermined orientation range; training a model with the obtained positive and negative samples; receiving an image in an original orientation; applying the trained model to the received image to determine if the received image is consistent with the positive samples or negative samples; in response to determining that the received image is consistent with the negative samples, rotating the image by a predetermined angle and re-applying the trained model to the rotated image to determine if the rotated image is consistent with the positive or negative samples or if the image is rotated a predetermined a predetermined number of degrees; and in response to determining that the received or rotated image is consistent with the positive samples, retaining the image's current orientation.

Metadata:
- Claim Count in Document: 11.0
- Percentile: 93.0
- Lexical Diversity: 2.27143
- Patent Class: 382.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['11375130', '12559147', '13351804', '10075004', '15806383']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3135512974581942
- 35 USC 102 Novelty (BERT): 0.4875374940660916
- Combined Prediction Score: 0.3309499171189839
- Mean Citation Score: 156.793134
- Max Citation Score: 167.49152
- Similarity Product: 108.91408926845553

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