18497077. ELECTRONIC DEVICE AND METHOD WITH IMAGE PROCESSING. simplified abstract (Samsung Electronics Co., Ltd.)
Contents
- 1 ELECTRONIC DEVICE AND METHOD WITH IMAGE PROCESSING.
- 1.1 Organization Name
- 1.2 Inventor(s)
- 1.3 ELECTRONIC DEVICE AND METHOD WITH IMAGE PROCESSING. - 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 Original Abstract Submitted
ELECTRONIC DEVICE AND METHOD WITH IMAGE PROCESSING.
Organization Name
Inventor(s)
ELECTRONIC DEVICE AND METHOD WITH IMAGE PROCESSING. - A simplified explanation of the abstract
This abstract first appeared for US patent application 18497077 titled 'ELECTRONIC DEVICE AND METHOD WITH IMAGE PROCESSING.
Simplified Explanation
The abstract describes an electronic device and method for image processing, specifically for generating a super-resolution image of a face image using multi-level feature maps and encoders.
- The method involves generating an initial image feature matrix of a face image based on a multi-level feature map.
- It also includes generating an initial face priori feature matrix based on a final level feature map of the multi-level feature map.
- The super-resolution image and/or key point coordinates of the face image are generated using one or more encoders, based on the initial image feature matrix and the initial face priori feature matrix.
- If multiple encoders are used, they are cascaded to enhance the image processing capabilities.
Potential Applications
This technology could be applied in various fields such as:
- Facial recognition systems
- Medical imaging
- Surveillance systems
- Entertainment industry for special effects
Problems Solved
This technology helps in:
- Enhancing image resolution for better analysis
- Improving accuracy in facial recognition
- Enabling detailed feature extraction for medical diagnosis
Benefits
The benefits of this technology include:
- Higher quality images
- Enhanced facial recognition accuracy
- Improved analysis in medical imaging
Potential Commercial Applications
Potential commercial applications of this technology could include:
- Security and surveillance companies
- Medical imaging equipment manufacturers
- Entertainment industry for visual effects studios
Possible Prior Art
One possible prior art in this field could be the use of deep learning algorithms for image super-resolution, but the specific method described in this patent application may have unique features and improvements.
=== What is the accuracy rate of the facial recognition system using this technology? The abstract does not provide specific information on the accuracy rate of the facial recognition system using this technology.
=== How does this technology compare to existing image super-resolution methods? The abstract does not compare this technology to existing image super-resolution methods.
Original Abstract Submitted
An electronic device and a processor-implemented method with image processing are provided. The processor-implemented method comprises generating an initial image feature matrix of a face image based on a multi-level feature map of the face image; generating an initial face priori feature matrix of the face image based on a final level feature map of the multi-level feature map; and generating a super-resolution image of the face image and/or key point coordinates of the face image by using one or more encoders, based on the initial image feature matrix and the initial face priori feature matrix, wherein, when the one or more encoders are plural encoders, they are cascaded.
