Methods and systems for image classification
AssigneeS.A. Vitec
InventorHansen MARKUS
Life of this patent
Estimating the term…
Abstract
A method implemented by a computer for classifying images and to a corresponding computer system and a corresponding computer program. The method includes using an image preprocessor, extracting image data representing at least one image feature of an image to obtain a first tensor representing the extracted image data, using a metadata preprocessor, processing metadata representing a contextual information of the image to obtain a second tensor representing the processed metadata, using a combinator, combining the first tensor and the second tensor to obtain a combination result, and providing the combination result to an image classification layer of an artificial neural network to obtain a classification result.
Claims8
-7. (canceled)
A method implemented by computer means for classifying images, the method comprising:
- using an image preprocessor, extracting image data representing at least one image feature of an image to obtain a first tensor representing the extracted image data,
- using a metadata preprocessor, processing metadata representing contextual information of the image to obtain a second tensor representing the processed metadata,
- using a combinator, combining the first tensor and the second tensor to obtain a combination result, and
- providing the combination result to an image classification layer of an artificial neural network to obtain a classification result.
A computer system for classifying images, the computer system comprising:
- an image preprocessor configured to extract image data representing at least one image feature of an image to obtain a first tensor representing the extracted image data,
- a metadata preprocessor configured to process metadata representing contextual information of the image to obtain a second tensor representing the processed metadata,
- a combinator configured to combine the first tensor and the second tensor to obtain a combination result, and
- an artificial neural network comprising an image classification layer configured to obtain a classification result from the combination result.
Dependencies are inferred from the claim text.