PATENT CLAIM ANALYSIS

Application Number: 15954941
Application Type: Utility
Filing Date: 2018-04
Publication Date: 2018-08
Patent Classification: ["348", "229100"]

Abstract:
An image processing device for generating an output image front an input image of a scene, the input image being the first image and the output image being the second image, the output image corresponds to an exposure that is different from an exposure of the input image, the image processing device comprising an intensity transformer that is configured to determine one or more intensities of an output pixel of the output image based on an input patch around an input pixel of the input image that corresponds to the output pixel.

Claim (Index 16):
An image transformation learning device, comprising:\n a memory comprising a machine learning algorithm with instructions; and a processor coupled to the memory, wherein the instructions cause the processor to be configured to:\n extract a plurality of source patches from a plurality e training images and to extract a corresponding plurality of target patches from a plurality of target training images, each source patch of the plurality f source patches comprises two or more pixels of a respective one of the source training images and each target patch of a plurality of target patches comprises one or more pixels of a respective one of the target training images; and \n learn an intensity transformation from the plurality of source patches and the corresponding plurality of target patches, the plurality of source training images from a scene corresponding as a pair to the plurality of target training images from a same scene, and the plurality of source training images from the scene having different exposures than the plurality of target training images.

Metadata:
- Claim Count in Document: 25.0
- Percentile: 91.0
- Lexical Diversity: 2.34146
- Patent Class: 348.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['15701543', '15883112', '14734466', '14339891', '13138894']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.6125716724912167
- 35 USC 102 Novelty (BERT): 0.4962304878343657
- Combined Prediction Score: 0.6009375540255316
- Mean Citation Score: 210.772498
- Max Citation Score: 234.46819
- Similarity Product: 162.872781823889

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