Samsung electronics co., ltd. (20240221170). APPARATUS AND METHOD WITH IMAGE SEGMENTATION simplified abstract
APPARATUS AND METHOD WITH IMAGE SEGMENTATION
Organization Name
Inventor(s)
Hyeongseok Son of Suwon-si (KR)
APPARATUS AND METHOD WITH IMAGE SEGMENTATION - A simplified explanation of the abstract
This abstract first appeared for US patent application 20240221170 titled 'APPARATUS AND METHOD WITH IMAGE SEGMENTATION
The patent application describes an apparatus for image segmentation that involves obtaining a second image based on a first segmentation label from a first image, creating a composite image by combining an object image corresponding to an object class of the first image with the first image, and training an image segmentation model using the composite image, the first image, and the second image.
- The apparatus includes one or more processors configured to perform the described functions.
- The second image is derived from the first image through segmentation labeling.
- A composite image is generated by merging the object image with the first image.
- An image segmentation model is trained using the composite image, first image, and second image.
Potential Applications: - Image processing and analysis - Object recognition and classification - Computer vision systems
Problems Solved: - Efficient image segmentation - Accurate object identification - Model training for image analysis tasks
Benefits: - Improved accuracy in object segmentation - Enhanced object recognition capabilities - Streamlined model training process
Commercial Applications: Title: Advanced Image Segmentation Technology for Enhanced Object Recognition This technology can be utilized in industries such as: - Autonomous vehicles - Medical imaging - Surveillance systems
Questions about Image Segmentation Technology: 1. How does this technology improve object recognition accuracy? - The technology enhances object recognition accuracy by generating composite images that combine object images with original images, improving the training process for segmentation models. 2. What are the potential commercial applications of this image segmentation technology? - The technology can be applied in various industries such as autonomous vehicles, medical imaging, and surveillance systems for improved object recognition and analysis.
Original Abstract Submitted
an apparatus with image segmentation includes: one or more processors configured to: obtain a second image based on a first segmentation label corresponding to a first image; generate a composite image by composing an image of an object corresponding to an object class of the first image among objects comprised by the second image with the first image; and train an image segmentation model based on the composite image, the first image, and the second image.
