US 2025/0029354 A1 · IMAGE SEGMENTATION METHOD AND IMAGE PROCESSING SYSTEM

Abstract

An image segmentation method includes following steps. An input image is provided to a prompter model for generating a first prompt indictor according to a task type of the prompter model. A prompt enhancement procedure, with reference to the task type of the prompter model, is performed to the first prompt indictor for generating a second prompt indictor. The prompt enhancement procedure includes converting a location, a size or a prompt type of the first prompt indictor into the second prompt indictor with reference to the task type. The input image and the second prompt indictor are provided to a segmentation foundation model for generating an output segmentation mask on the input image according to the second prompt indictor.

Claims20

Dependent claims

An image segmentation method, comprising:

providing an input image to a prompter model for generating a first prompt indictor according to a task type of the prompter model;
performing a prompt enhancement procedure, with reference to the task type of the prompter model, to the first prompt indictor for generating a second prompt indictor, wherein the prompt enhancement procedure comprising converting a location, a size or a prompt type of the first prompt indictor into the second prompt indictor with reference to the task type;
and
providing the input image and the second prompt indictor to a segmentation foundation model for generating an output segmentation mask on the input image according to the second prompt indictor.

1 more element

An image processing system, comprising:

a storage unit, configured to store computer-executable instructions;
and
a processing unit, coupled with the storage unit, the processing unit is configured to execute the computer-executable instructions, and the processing unit is configured to:
provide an input image to a prompter model for generating a first prompt indictor according to a task type of the prompter model;
perform a prompt enhancement procedure, with reference to the task type of the prompter model, to the first prompt indictor for generating a second prompt indictor, wherein the prompt enhancement procedure comprising converting a location, a size or a prompt type of the first prompt indictor into the second prompt indictor with reference to the task type;
and
provide the input image and the second prompt indictor to a segmentation foundation model for generating an output segmentation mask on the input image according to the second prompt indictor.

4 more elements

Dependencies are inferred from the claim text.

Image segmentation method and image processing system

Life of this patent

Image segmentation method and image processing system

Life of this patent

Abstract

Claims20