Feature extraction from dashboard visualizations
AssigneeInternational Business Machines Corporation
InventorsGONGJIN ZHANG, ANTHONY NICOLA TASCA, Mohammed Mostafa, Firas Kazem
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Abstract
Provided is a method for extracting features from an image of a dashboard. The method comprises detecting a position of one or more visualizations in an image of a dashboard. Each of the one or more visualizations is classified based on a type of object in the visualization. Features of the visualizations are extracted. The features include data points underlying the visualizations, one or more colors in the image, and text found in the image. An output array is generated based on the extracted features.
Claims20
A method comprising:
- detecting a position of one or more visualizations in an image of a dashboard;
- classifying each of the one or more visualizations based on a type of object depicted in the visualization;
- extracting features of the visualization, wherein the features include data points underlying the visualization, one or more colors in the image, and text found in the image;
- and
- generating, based on the extracted features, an output array.
A system comprising:
- a memory;
- and
- a processor communicatively coupled to the memory, wherein the processor is configured to perform a method comprising:
- detecting a position of one or more visualizations in an image of a dashboard;
- classifying each of the one or more visualizations based on a type of object depicted in the visualization;
- extracting features of the visualization, wherein the features include data points underlying the visualization, one or more colors in the image, and text found in the image;
- and
- generating, based on the extracted features, an output array.
A computer program product comprising a computer readable storage medium having program instructions embodied therewith, the program instructions executable by a computer to perform a method comprising:
- detecting a position of one or more visualizations in an image of a dashboard;
- classifying each of the one or more visualizations based on a type of object depicted in the visualization;
- extracting features of the visualization, wherein the features include data points underlying the visualization, one or more colors in the image, and text found in the image;
- and
- generating, based on the extracted features, an output array.
Dependencies are inferred from the claim text.