18528979. METHOD AND APPARATUS WITH IMAGE PROCESSING simplified abstract (Samsung Electronics Co., Ltd.)
Contents
METHOD AND APPARATUS WITH IMAGE PROCESSING
Organization Name
Inventor(s)
Hyeonseung Yu of Suwon-si (KR)
METHOD AND APPARATUS WITH IMAGE PROCESSING - A simplified explanation of the abstract
This abstract first appeared for US patent application 18528979 titled 'METHOD AND APPARATUS WITH IMAGE PROCESSING
Simplified Explanation:
This patent application describes a method and apparatus for image processing that involves generating a warped image frame, creating a confidence map using a neural reconstruction model, and generating a rendered image frame using ray tracing based on the confidence map.
- The method involves warping a reconstructed image frame based on change data, generating a confidence map using a neural reconstruction model, and creating a rendered image frame using ray tracing.
- The apparatus includes a processor for implementing the method and performing the necessary image processing tasks.
Key Features and Innovation:
- Generation of a warped image frame based on change data.
- Utilization of a neural reconstruction model to create a confidence map.
- Ray tracing for generating a rendered image frame based on the confidence map.
Potential Applications:
This technology could be used in various applications such as:
- Video editing and post-production.
- Virtual reality and augmented reality systems.
- Medical imaging and diagnostics.
Problems Solved:
This technology addresses the following problems:
- Efficient image processing for dynamic scenes.
- Accurate reconstruction of images based on confidence scores.
- Real-time rendering of high-quality images.
Benefits:
The benefits of this technology include:
- Improved image quality and accuracy.
- Faster processing of image data.
- Enhanced visual effects in multimedia applications.
Commercial Applications:
Commercial applications of this technology could include:
- Software development for video editing and special effects.
- Integration into virtual reality and augmented reality devices.
- Implementation in medical imaging equipment for enhanced diagnostics.
Prior Art:
Prior art related to this technology may include research on image processing algorithms, neural networks for image reconstruction, and ray tracing techniques in computer graphics.
Frequently Updated Research:
Researchers are constantly exploring advancements in image processing, neural networks, and ray tracing techniques that could further enhance the capabilities of this technology.
Questions about Image Processing Technology:
1. How does the neural reconstruction model improve the accuracy of image reconstruction? 2. What are the potential limitations of using ray tracing for generating rendered image frames?
Original Abstract Submitted
A method and apparatus with image processing is provided. The processor-implemented method includes generating a warped image frame by warping a first reconstructed image frame of a first time point based on first change data corresponding to a change between first rendered image frame of the first time point and second rendered image frame of a second time point that is different from the first time point; generating, using a neural reconstruction model based on the second rendered image frame and the warped image frame, a confidence map representing a second reconstructed image frame of the second time point and confidence scores of pixels of the second reconstructed image frame; and generating a third rendered image frame of a third time point, different from the first and second time points, by ray tracing for each of plural pixels of the third rendered image frame based on the confidence map.
