18524905. IMAGE PROCESSING APPARATUS AND METHOD FOR STYLE TRANSFORMATION simplified abstract (Samsung Electronics Co., Ltd.)
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 18524905 titled 'IMAGE PROCESSING APPARATUS AND METHOD FOR STYLE TRANSFORMATION
Simplified Explanation
The image processing method described in the abstract 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 image and reference style data, and generating a second image based on the generated style data.
- Obtaining label of first image from recognition model
- Obtaining reference style data for target reference image with visual sentiment label
- Generating second style data based on first style data and reference style data
- Generating second image based on generated style data
Potential Applications
This technology could be applied in various fields such as:
- Image editing software
- Social media platforms for enhancing images
- 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
- Providing a consistent visual style across images
Benefits
The benefits of this technology include:
- Improved image quality
- Time-saving in image editing processes
- Consistent visual style across different images
Potential Commercial Applications
The potential commercial applications of this technology could be seen in:
- Photography studios
- Graphic design companies
- Online image editing services
Possible Prior Art
One possible prior art in this field could be the use of style transfer techniques in image processing to apply artistic styles to images.
Unanswered Questions
How does this technology handle complex images with multiple objects and backgrounds?
The abstract does not specify how the method deals with complex images that have various elements.
What is the computational cost of implementing this image processing method?
The abstract does not mention the computational resources required to execute this method efficiently.
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.
