18415839. METHOD AND APPARATUS WITH IMAGE PROCESSING simplified abstract (Samsung Electronics Co., Ltd.)
METHOD AND APPARATUS WITH IMAGE PROCESSING
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METHOD AND APPARATUS WITH IMAGE PROCESSING - A simplified explanation of the abstract
This abstract first appeared for US patent application 18415839 titled 'METHOD AND APPARATUS WITH IMAGE PROCESSING
The abstract describes a method that involves generating a depth-aware feature of an image based on image features extracted from image data, and then generating image data representing information corresponding to one or more segmentations of the image based on the depth-aware feature and a depth-aware representation.
- The method involves analyzing image features to create a depth-aware feature that captures depth-related information.
- The generated image data includes information about segmentations of the image, based on the depth-aware feature and a depth-aware representation.
- The depth-aware representation combines depth-related information and visual-related information for the image.
- This technology enables the creation of detailed segmentations of images based on depth information, enhancing image analysis and understanding.
Potential Applications:
- Image processing and analysis in various industries such as healthcare, autonomous vehicles, and augmented reality.
- Enhancing computer vision systems for improved object recognition and scene understanding.
- Improving depth perception in image-based applications like virtual reality and gaming.
Problems Solved:
- Enhances the accuracy and detail of image segmentations by incorporating depth information.
- Enables more precise object detection and scene understanding in images.
- Improves the overall quality and depth perception of image processing algorithms.
Benefits:
- Enhanced image analysis capabilities leading to more accurate results.
- Improved object recognition and segmentation in images.
- Enhanced depth perception in image-based applications for a more immersive user experience.
Commercial Applications:
- This technology can be applied in industries such as medical imaging, autonomous vehicles, security systems, and entertainment for improved image analysis and understanding.
Questions about Depth-Aware Image Processing: 1. How does the depth-aware feature improve image segmentation accuracy? 2. What are the potential limitations of using depth-aware representations in image processing?
Frequently Updated Research: Ongoing research in the field of computer vision and image processing may provide further advancements in depth-aware image analysis and segmentation techniques.
Original Abstract Submitted
A processor-implemented method including generating a depth-aware feature of an image dependent on image features extracted from image data of the image and generating image data, representing information corresponding to one or more segmentations of the image, based on the depth-aware feature and a depth-aware representation, the depth-aware representation being depth-related information and visual-related information for the image.
