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US 2026/0065622 A1Published application
Diagram analysis using visual langauge models for medical decision making
AssigneeNEC Laboratories America, Inc.
InventorsYiyou Sun, Wei Cheng, Haifeng Chen, Xujiang Zhao
Life of this patent
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Abstract
Methods and systems for image analysis include initializing a set of initial regions that segment an input image. The initial regions are split into split regions. The split regions are merged into combined regions. Image analysis is performed on the combined regions using a visual language model, responsive to a query. An action is performed responsive to the image analysis in a downstream task.
Claims20
A computer-implemented method for image analysis, comprising:
- initializing a set of initial regions that segment an input image;
- splitting the initial regions into split regions;
- merging the split regions into combined regions;
- performing image analysis on the combined regions using a visual language model, responsive to a query;
- and
- performing an action responsive to the image analysis in a downstream task.
3 more elements
A system for image analysis, comprising:
- a hardware processor;
- and
- a memory that stores a computer program which, when executed by the hardware processor, causes the hardware processor to:
- initialize a set of initial regions that segment an input image;
- split the initial regions into split regions;
- merge the split regions into combined regions;
- perform image analysis on the combined regions using a visual language model, responsive to a query;
- and
- perform an action responsive to the image analysis in a downstream task.
6 more elements
Dependencies are inferred from the claim text.