Samsung electronics co., ltd. (20240221245). DISPLAY APPARATUS AND IMAGE PROCESSING METHOD THEREOF FOR APPLYING RANDOM PATCHES TO PIXEL BLOCK simplified abstract
Contents
DISPLAY APPARATUS AND IMAGE PROCESSING METHOD THEREOF FOR APPLYING RANDOM PATCHES TO PIXEL BLOCK
Organization Name
Inventor(s)
Taegyoung Ahn of Suwon-si (KR)
DISPLAY APPARATUS AND IMAGE PROCESSING METHOD THEREOF FOR APPLYING RANDOM PATCHES TO PIXEL BLOCK - A simplified explanation of the abstract
This abstract first appeared for US patent application 20240221245 titled 'DISPLAY APPARATUS AND IMAGE PROCESSING METHOD THEREOF FOR APPLYING RANDOM PATCHES TO PIXEL BLOCK
Simplified Explanation: The patent application describes an image processing apparatus and method that involves obtaining correlations between a pixel block in an input image and random patches stored in memory, applying weights to these patches based on the correlations, and generating an output image by applying the weighted patches to the pixel block.
- The image processing apparatus includes a memory storing information on random patches.
- The processor obtains correlations between a pixel block in an input image and random patches.
- Weights are obtained for the random patches based on the correlations.
- The weights are applied to the random patches.
- An output image is generated by applying the weighted patches to the pixel block.
Potential Applications: This technology can be used in various image processing applications such as image enhancement, denoising, and super-resolution.
Problems Solved: This technology addresses the need for efficient and effective image processing methods that can enhance the quality of images by utilizing random patches.
Benefits: The benefits of this technology include improved image quality, reduced noise, and enhanced details in images.
Commercial Applications: Potential commercial applications of this technology include image editing software, surveillance systems, medical imaging devices, and satellite imaging systems.
Prior Art: Prior art related to this technology may include research on image processing algorithms, machine learning techniques for image enhancement, and methods for denoising images.
Frequently Updated Research: Researchers are constantly exploring new algorithms and techniques for image processing to improve the quality and efficiency of image enhancement methods.
Questions about Image Processing Technology: 1. How does this technology compare to traditional image processing methods? 2. What are the limitations of using random patches in image processing algorithms?
Original Abstract Submitted
disclosed is an image processing apparatus and a method of operating the same. the image processing apparatus includes: a memory storing information on at least one random patch; and at least one processor configured to: obtain correlations between a pixel block included in an input image and each of a plurality of random patches obtained from the information on the at least one random patch, obtain weights respectively for the plurality of random patches on a basis of the obtained correlations and apply the weights respectively to the plurality of random patches, and obtain an output image by applying, to the pixel block, the plurality of random patches to which the weights are respectively applied.
