17981956. APPARATUS AND METHOD WITH IMAGE SEGMENTATION simplified abstract (SAMSUNG ELECTRONICS CO., LTD.)
Contents
APPARATUS AND METHOD WITH IMAGE SEGMENTATION
Organization Name
Inventor(s)
APPARATUS AND METHOD WITH IMAGE SEGMENTATION - A simplified explanation of the abstract
This abstract first appeared for US patent application 17981956 titled 'APPARATUS AND METHOD WITH IMAGE SEGMENTATION
Simplified Explanation
The patent application describes an apparatus and method for image segmentation.
- Extracts a feature map from an image.
- Generates a second slot matrix by associating the feature map with a first slot matrix corresponding to the image.
- Obtains segmentation results of the image based on the second slot matrix.
Potential Applications
This technology can be applied in various fields where image segmentation is required, such as:
- Medical imaging: Accurate segmentation of organs or tumors in medical images.
- Autonomous vehicles: Identifying and segmenting objects on the road for better navigation and safety.
- Surveillance systems: Segmenting objects or individuals in video footage for security purposes.
- Augmented reality: Precise segmentation of real-world objects for overlaying virtual elements.
Problems Solved
The image segmentation apparatus and method address the following problems:
- Accurate segmentation: By utilizing a feature map and slot matrix, the method improves the accuracy of image segmentation.
- Efficiency: The method provides a streamlined approach to image segmentation, reducing computational complexity and processing time.
- Flexibility: The technique can be applied to various types of images, making it adaptable to different domains and applications.
Benefits
The use of this technology offers several benefits:
- Improved accuracy: The method enhances the accuracy of image segmentation, leading to more precise results.
- Time-saving: By reducing computational complexity, the method speeds up the image segmentation process.
- Versatility: The technique can be applied to different types of images, making it versatile for various applications.
- Enhanced performance: The combination of feature maps and slot matrices improves the overall performance of image segmentation algorithms.
Original Abstract Submitted
Provided is an image segmentation apparatus and method. The image segmentation method includes extracting, from an image, a feature map of the image; generating a second slot matrix by associating the feature map of the image with a first slot matrix corresponding to the image; and obtaining segmentation results of the image based on the second slot matrix.
