Samsung electronics co., ltd. (20240135543). METHOD AND DEVICE WITH IMAGE DATA GENERATING simplified abstract
Contents
METHOD AND DEVICE WITH IMAGE DATA GENERATING
Organization Name
Inventor(s)
METHOD AND DEVICE WITH IMAGE DATA GENERATING - A simplified explanation of the abstract
This abstract first appeared for US patent application 20240135543 titled 'METHOD AND DEVICE WITH IMAGE DATA GENERATING
Simplified Explanation
The abstract describes a method and an electronic device for generating image data. The device includes processors and memory storing instructions to input an image, segment it, calculate an optimization value based on a guide image, and optimize the input image.
- Method for generating image data:
- Input image is segmented by a target model to generate a segmented image with class labels. - Optimization value is calculated based on the segmented image and the class label of a specific grid area in a guide image. - The input image is optimized based on the calculated optimization value.
Potential applications of this technology: - Image processing and analysis - Computer vision applications - Object recognition and classification
Problems solved by this technology: - Improving image segmentation accuracy - Enhancing image optimization based on specific criteria - Streamlining image processing tasks
Benefits of this technology: - Increased efficiency in image data generation - Enhanced accuracy in image segmentation - Improved optimization of input images
Potential commercial applications of this technology: - Medical imaging - Autonomous vehicles - Surveillance systems
Possible prior art: - Similar methods for image segmentation and optimization in the field of computer vision - Existing techniques for image processing and analysis
- Unanswered Questions
- How does this technology compare to existing image optimization methods?
This article does not provide a direct comparison with other image optimization techniques currently available in the market.
- What are the specific parameters used to calculate the optimization value in this method?
The article does not delve into the exact parameters or algorithms used to calculate the optimization value based on the segmented image and the guide image.
Original Abstract Submitted
a method and an electronic device with image data generating are disclosed. the electronic device includes: one or more processors; and memory storing instructions configured to cause the one or more processors to: input an input image to a target model that performs segmenting on the input image to generate a segmented image whose pixels have respective class labels predicted by the target model, calculate an optimization value for the input image based on the segmented image and based on a class label of a first grid area among a plurality of grid areas of a guide image, and optimize the input image based on the optimization value.
