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Image processing device and method for operating same

An image processing device and image technology, applied in image data processing, image analysis, image enhancement, etc., can solve problems such as color overflow and inability to improve details, and achieve the effect of improving details

Active Publication Date: 2021-07-30
SAMSUNG ELECTRONICS CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Therefore, in the case of Micro LED displays, unlike LCD displays, color bleeding may occur
Also, in the case of subpixel rendering with fixed filters, it may not be possible to improve detail in hard-to-predict irregular areas

Method used

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  • Image processing device and method for operating same
  • Image processing device and method for operating same
  • Image processing device and method for operating same

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Embodiment Construction

[0034] Terms used in the present disclosure will be briefly described below, and the present disclosure will be described in detail.

[0035] Terms used in the present disclosure are general terms currently widely used in consideration of functions in the present disclosure, and the terms may be changed according to the intention of those of ordinary skill in the art, precedents, or new technologies in the field. Also, in some cases, there may be terms at the discretion of the applicant, and their meanings will be described in detail in corresponding sections of the present disclosure. Therefore, the terms used in the present disclosure should not be understood as simple names, but should be understood based on the meaning of the terms and the overall description of the present disclosure.

[0036] Throughout the specification, when an item is said to "comprise" an element, it may further include another element unless otherwise specified. Also, as used in the present disclos...

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Abstract

Disclosed are an image processing device comprising: a memory for storing one or more instructions; and a processor for executing the one or more instructions stored in the memory. The processor generates first feature maps from a first image by using one or more deep neural networks; generates, on the basis of the first feature maps and location information on respective subpixels arranged in a display, second feature maps for the respective subpixels; and determines result values for the respective subpixels on the basis of the second feature maps.

Description

technical field [0001] Embodiments relate to an image processing device that processes an image by using a deep neural network and a method of operating the image processing device, and more particularly, to an image processing capable of performing sub-pixel rendering by using a deep neural network Apparatus and a method of operating the image processing apparatus. Background technique [0002] With the development of computer technology and the exponential growth of data traffic, artificial intelligence (AI) has become an important direction of future innovation. Since AI is a way of imitating the human mind, it has unlimited applications in almost all industries. Examples of AI can include pattern recognition, machine learning, expert systems, neural networks, and natural language processing. [0003] Neural networks can simulate the biological properties of human neurons through mathematical representations, and use algorithms that simulate human learning capabilities....

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G09G5/36G09G3/32G06N3/08
CPCG09G3/32G09G5/36G06N3/08G09G2340/0457G09G5/363G09G2340/0407G06N3/045G06T7/73G06N3/04G06T3/4046G06T2207/20016G06T2207/20081G06T2207/30168
Inventor 林敬旻李宰成李泰美
Owner SAMSUNG ELECTRONICS CO LTD