WO2018088794A3 - 디바이스가 이미지를 보정하는 방법 및 그 디바이스 - Google Patents

디바이스가 이미지를 보정하는 방법 및 그 디바이스 Download PDF

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WO2018088794A3
WO2018088794A3 PCT/KR2017/012592 KR2017012592W WO2018088794A3 WO 2018088794 A3 WO2018088794 A3 WO 2018088794A3 KR 2017012592 W KR2017012592 W KR 2017012592W WO 2018088794 A3 WO2018088794 A3 WO 2018088794A3
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objects
correction filters
image
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PCT/KR2017/012592
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WO2018088794A2 (ko
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김성훈
강성민
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삼성전자 주식회사
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Priority claimed from KR1020170134807A external-priority patent/KR102359391B1/ko
Application filed by 삼성전자 주식회사 filed Critical 삼성전자 주식회사
Priority to CN201780082146.7A priority Critical patent/CN110168603A/zh
Priority to US16/347,330 priority patent/US11222413B2/en
Priority to EP17868708.3A priority patent/EP3531370B1/en
Priority to EP21165385.2A priority patent/EP3859659A1/en
Publication of WO2018088794A2 publication Critical patent/WO2018088794A2/ko
Publication of WO2018088794A3 publication Critical patent/WO2018088794A3/ko

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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T5/00—Image enhancement or restoration
    • G06T5/20—Image enhancement or restoration using local operators
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G06F18/214—Generating training patterns; Bootstrap methods, e.g. bagging or boosting
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T5/00—Image enhancement or restoration
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T5/00—Image enhancement or restoration
    • G06T5/60—Image enhancement or restoration using machine learning, e.g. neural networks
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
    • G06F3/01—Input arrangements or combined input and output arrangements for interaction between user and computer
    • G06F3/048—Interaction techniques based on graphical user interfaces [GUI]
    • G06F3/0484—Interaction techniques based on graphical user interfaces [GUI] for the control of specific functions or operations, e.g. selecting or manipulating an object, an image or a displayed text element, setting a parameter value or selecting a range
    • G06F3/04842—Selection of displayed objects or displayed text elements
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
    • G06F3/01—Input arrangements or combined input and output arrangements for interaction between user and computer
    • G06F3/048—Interaction techniques based on graphical user interfaces [GUI]
    • G06F3/0487—Interaction techniques based on graphical user interfaces [GUI] using specific features provided by the input device, e.g. functions controlled by the rotation of a mouse with dual sensing arrangements, or of the nature of the input device, e.g. tap gestures based on pressure sensed by a digitiser
    • G06F3/0488—Interaction techniques based on graphical user interfaces [GUI] using specific features provided by the input device, e.g. functions controlled by the rotation of a mouse with dual sensing arrangements, or of the nature of the input device, e.g. tap gestures based on pressure sensed by a digitiser using a touch-screen or digitiser, e.g. input of commands through traced gestures
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2200/00—Indexing scheme for image data processing or generation, in general
    • G06T2200/24—Indexing scheme for image data processing or generation, in general involving graphical user interfaces [GUIs]
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/20—Special algorithmic details
    • G06T2207/20004—Adaptive image processing
    • G06T2207/20012—Locally adaptive
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/20—Special algorithmic details
    • G06T2207/20024—Filtering details
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/20—Special algorithmic details
    • G06T2207/20081—Training; Learning
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/20—Special algorithmic details
    • G06T2207/20084—Artificial neural networks [ANN]
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/10—Segmentation; Edge detection
    • G06T7/11—Region-based segmentation

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
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  • Computer Vision & Pattern Recognition (AREA)
  • Data Mining & Analysis (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Evolutionary Biology (AREA)
  • Evolutionary Computation (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • General Engineering & Computer Science (AREA)
  • Artificial Intelligence (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Image Analysis (AREA)
  • User Interface Of Digital Computer (AREA)
  • Image Processing (AREA)

Abstract

하나 이상의 인스트럭션을 저장하는 메모리; 메모리에 저장된 하나 이상의 인스트럭션을 실행하는 프로세서를 포함하고, 프로세서는 하나 이상의 인스트럭션을 실행함으로써, 복수의 객체를 포함하는 이미지를 획득하고, 하나 이상의 뉴럴 네트워크(neural network)를 이용한 결과에 기초하여, 이미지 내의 복수의 객체를 식별하고, 식별된 복수의 객체에 각각 대응되는 복수의 보정 필터를 결정하며, 결정된 복수의 보정 필터를 이용하여 이미지 내의 복수의 객체를 각각 보정하는 디바이스를 개시한다. 상기 디바이스는 복수의 객체를 식별하고, 식별된 복수의 객체에 각각 대응되는 보정 필터를 결정하는 경우, 규칙 기반 또는 인공 지능 알고리즘을 이용할 수 있다. 인공 지능 알고리즘을 이용하여 복수의 객체를 식별하고, 식별된 복수의 객체에 각각 대응되는 보정 필터를 결정하는 경우, 디바이스는 기계 학습, 신경망 또는 딥러닝 알고리즘을 이용할 수 있다.
PCT/KR2017/012592 2016-11-08 2017-11-08 디바이스가 이미지를 보정하는 방법 및 그 디바이스 WO2018088794A2 (ko)

Priority Applications (4)

Application Number Priority Date Filing Date Title
CN201780082146.7A CN110168603A (zh) 2016-11-08 2017-11-08 用于由设备校正图像的方法及其设备
US16/347,330 US11222413B2 (en) 2016-11-08 2017-11-08 Method for correcting image by device and device therefor
EP17868708.3A EP3531370B1 (en) 2016-11-08 2017-11-08 Method for correcting image by device and device therefor
EP21165385.2A EP3859659A1 (en) 2016-11-08 2017-11-08 Method for correcting image by device and device therefor

Applications Claiming Priority (4)

Application Number Priority Date Filing Date Title
KR20160148183 2016-11-08
KR10-2016-0148183 2016-11-08
KR1020170134807A KR102359391B1 (ko) 2016-11-08 2017-10-17 디바이스가 이미지를 보정하는 방법 및 그 디바이스
KR10-2017-0134807 2017-10-17

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WO2018088794A2 WO2018088794A2 (ko) 2018-05-17
WO2018088794A3 true WO2018088794A3 (ko) 2018-06-28

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US11222413B2 (en) 2022-01-11
KR20220020296A (ko) 2022-02-18
KR102453169B1 (ko) 2022-10-14
US20190279345A1 (en) 2019-09-12
WO2018088794A2 (ko) 2018-05-17

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