Samsung electronics co., ltd. (20240095972). IMAGE PROCESSING APPARATUS AND METHOD FOR STYLE TRANSFORMATION simplified abstract
Contents
- 1 IMAGE PROCESSING APPARATUS AND METHOD FOR STYLE TRANSFORMATION
- 1.1 Organization Name
- 1.2 Inventor(s)
- 1.3 IMAGE PROCESSING APPARATUS AND METHOD FOR STYLE TRANSFORMATION - A simplified explanation of the abstract
- 1.4 Simplified Explanation
- 1.5 Potential Applications
- 1.6 Problems Solved
- 1.7 Benefits
- 1.8 Potential Commercial Applications
- 1.9 Possible Prior Art
- 1.10 Unanswered Questions
- 1.11 Original Abstract Submitted
IMAGE PROCESSING APPARATUS AND METHOD FOR STYLE TRANSFORMATION
Organization Name
Inventor(s)
IMAGE PROCESSING APPARATUS AND METHOD FOR STYLE TRANSFORMATION - A simplified explanation of the abstract
This abstract first appeared for US patent application 20240095972 titled 'IMAGE PROCESSING APPARATUS AND METHOD FOR STYLE TRANSFORMATION
Simplified Explanation
The abstract describes an image processing method that involves obtaining a label for a first image, obtaining reference style data for a target reference image with a visual sentiment label, generating second style data based on the first style data and reference style data, and generating a second image based on the generated second style data.
- Obtaining label of first image:
- Input the first image to a recognition model to obtain a label.
- Obtaining reference style data:
- Obtain reference style data for a target reference image with a visual sentiment label that matches the obtained label.
- Generating second style data:
- Generate second style data based on the first style data for the first image and the obtained reference style data.
- Generating second image:
- Generate a second image based on the generated second style data.
Potential Applications
This technology could be applied in: - Image editing software - Social media platforms for image enhancement - E-commerce websites for product image enhancement
Problems Solved
This technology helps in: - Enhancing the visual appeal of images - Automating the process of image editing - Improving user engagement through visually appealing content
Benefits
The benefits of this technology include: - Efficient image processing - Consistent visual style across images - Enhanced user experience
Potential Commercial Applications
The potential commercial applications of this technology include: - Image editing software for professionals - Marketing agencies for creating visually appealing content - E-commerce platforms for improving product images
Possible Prior Art
One possible prior art could be the use of style transfer techniques in image processing to enhance visual aesthetics.
Unanswered Questions
How does this method handle different types of visual sentiment labels?
The abstract does not specify how the method adapts to various visual sentiment labels and their impact on the generated images.
What is the computational complexity of this image processing method?
The abstract does not provide information on the computational resources required for implementing this method and its efficiency in processing images.
Original Abstract Submitted
provided is an image processing method according to an embodiment, which includes: obtaining a label of a first image by inputting the first image to a recognition model; obtaining reference style data for a target reference image to which a visual sentiment label is assigned, the visual sentiment label being the same as the obtained label from among visual sentiment labels pre-assigned to reference images; generating second style data based on first style data for the first image and the obtained reference style data; and generating a second image based on the generated second style data.
