RU2652722C1 - Обработка данных для сверхразрешения - Google Patents

Обработка данных для сверхразрешения Download PDF

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Publication number
RU2652722C1
RU2652722C1 RU2017115447A RU2017115447A RU2652722C1 RU 2652722 C1 RU2652722 C1 RU 2652722C1 RU 2017115447 A RU2017115447 A RU 2017115447A RU 2017115447 A RU2017115447 A RU 2017115447A RU 2652722 C1 RU2652722 C1 RU 2652722C1
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RU2017115447A
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Russian (ru)
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Ксения Юрьевна Петрова
Иван Викторович ГЛАЗИСТОВ
Сергей Станиславович Завалишин
Владимир Геннадьевич КУРМАНОВ
Кирилл Викторович Лебедев
Глеб Сергеевич МИЛЮКОВ
Александр Александрович Молчанов
Андрей Юрьевич ЩЕРБИНИН
Илья Васильевич Курилин
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Самсунг Электроникс Ко., Лтд.
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Priority to RU2017115447A priority Critical patent/RU2652722C1/ru
Priority to KR1020180042920A priority patent/KR102481882B1/ko
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Publication of RU2652722C1 publication Critical patent/RU2652722C1/ru
Priority to US15/970,617 priority patent/US10776904B2/en

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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T3/00—Geometric image transformations in the plane of the image
    • G06T3/40—Scaling of whole images or parts thereof, e.g. expanding or contracting
    • G06T3/4053—Scaling of whole images or parts thereof, e.g. expanding or contracting based on super-resolution, i.e. the output image resolution being higher than the sensor resolution
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T3/00—Geometric image transformations in the plane of the image
    • 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
    • G06T5/20—Image enhancement or restoration using local operators
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T5/00—Image enhancement or restoration
    • G06T5/70—Denoising; Smoothing
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T5/00—Image enhancement or restoration
    • G06T5/80—Geometric correction
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/40—Analysis of texture
    • G06T7/41—Analysis of texture based on statistical description of texture
    • G06T7/44—Analysis of texture based on statistical description of texture using image operators, e.g. filters, edge density metrics or local histograms
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/20—Image preprocessing
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/20—Image preprocessing
    • G06V10/30—Noise filtering
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/20—Image preprocessing
    • G06V10/32—Normalisation of the pattern dimensions
    • 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
    • G06T2207/20172—Image enhancement details
    • G06T2207/20182—Noise reduction or smoothing in the temporal domain; Spatio-temporal filtering
    • 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
    • G06T2207/30—Subject of image; Context of image processing
    • G06T2207/30168—Image quality inspection

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Multimedia (AREA)
  • Probability & Statistics with Applications (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Image Processing (AREA)
RU2017115447A 2017-05-03 2017-05-03 Обработка данных для сверхразрешения RU2652722C1 (ru)

Priority Applications (3)

Application Number Priority Date Filing Date Title
RU2017115447A RU2652722C1 (ru) 2017-05-03 2017-05-03 Обработка данных для сверхразрешения
KR1020180042920A KR102481882B1 (ko) 2017-05-03 2018-04-12 이미지를 처리하는 방법 및 장치
US15/970,617 US10776904B2 (en) 2017-05-03 2018-05-03 Method and apparatus for processing image

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
RU2017115447A RU2652722C1 (ru) 2017-05-03 2017-05-03 Обработка данных для сверхразрешения

Publications (1)

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RU2652722C1 true RU2652722C1 (ru) 2018-04-28

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KR (1) KR102481882B1 (ko)
RU (1) RU2652722C1 (ko)

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
RU2697928C1 (ru) * 2018-12-28 2019-08-21 Самсунг Электроникс Ко., Лтд. Способ сверхразрешения изображения, имитирующего повышение детализации на основе оптической системы, выполняемый на мобильном устройстве, обладающем ограниченными ресурсами, и мобильное устройство, его реализующее
CN111507899A (zh) * 2020-03-26 2020-08-07 辽宁师范大学 融合弱纹理信息的子母神经网络图像超分辨率重建方法
CN112508783A (zh) * 2020-11-19 2021-03-16 西安全志科技有限公司 基于方向插值的图像处理方法、计算机装置及计算机可读存储介质

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* Cited by examiner, † Cited by third party
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US11615505B2 (en) * 2018-09-30 2023-03-28 Boe Technology Group Co., Ltd. Apparatus and method for image processing, and system for training neural network
CN114270799B (zh) * 2019-06-13 2024-04-05 Lg伊诺特有限公司 相机装置以及相机装置的图像生成方法
KR102213765B1 (ko) * 2019-08-09 2021-02-08 엘지이노텍 주식회사 이미지 센서, 카메라 모듈 및 카메라 모듈을 포함하는 광학 기기
KR102379557B1 (ko) * 2019-12-23 2022-03-28 현대모비스 주식회사 Fpga 기반 미디안 필터를 이용한 이미지 프로세싱 시스템 및 방법
KR20210139061A (ko) * 2020-05-13 2021-11-22 엘지이노텍 주식회사 이미징 장치 및 이미징 방법
KR20210018381A (ko) * 2021-02-02 2021-02-17 엘지이노텍 주식회사 이미지 센서, 카메라 모듈 및 카메라 모듈을 포함하는 광학 기기
KR102616400B1 (ko) * 2022-04-12 2023-12-27 한국항공우주연구원 광학계 특성을 반영한 딥러닝 기반의 영상 해상도 향상 시스템 및 그 방법

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US5535291A (en) * 1994-02-18 1996-07-09 Martin Marietta Corporation Superresolution image enhancement for a SIMD array processor
US6766067B2 (en) * 2001-04-20 2004-07-20 Mitsubishi Electric Research Laboratories, Inc. One-pass super-resolution images
RU2454721C2 (ru) * 2007-10-15 2012-06-27 Ниппон Телеграф Энд Телефон Корпорейшн Устройство и способ для формирования изображения, программа для его реализации и носитель информации, который хранит программу
US20120249727A1 (en) * 2011-03-31 2012-10-04 Tessera Technologies Ireland Limited Superresolution enhancment of peripheral regions in nonlinear lens geometries
US20130064474A1 (en) * 2008-06-30 2013-03-14 Oleg Maslov Computing Higher Resolution Images From Multiple Lower Resolution Images
US20150339803A1 (en) * 2010-11-03 2015-11-26 Sony Corporation Lens and color filter arrangement, super-resolution camera system and method
US9282253B2 (en) * 2014-02-18 2016-03-08 Qualcomm Technologies, Inc. System and method for multiple-frame based super resolution interpolation for digital cameras
RU2583725C1 (ru) * 2014-10-17 2016-05-10 Самсунг Электроникс Ко., Лтд. Способ и система для обработки изображения

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US6429895B1 (en) * 1996-12-27 2002-08-06 Canon Kabushiki Kaisha Image sensing apparatus and method capable of merging function for obtaining high-precision image by synthesizing images and image stabilization function
US8436909B2 (en) * 2008-10-21 2013-05-07 Stmicroelectronics S.R.L. Compound camera sensor and related method of processing digital images

Patent Citations (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5535291A (en) * 1994-02-18 1996-07-09 Martin Marietta Corporation Superresolution image enhancement for a SIMD array processor
US6766067B2 (en) * 2001-04-20 2004-07-20 Mitsubishi Electric Research Laboratories, Inc. One-pass super-resolution images
RU2454721C2 (ru) * 2007-10-15 2012-06-27 Ниппон Телеграф Энд Телефон Корпорейшн Устройство и способ для формирования изображения, программа для его реализации и носитель информации, который хранит программу
US20130064474A1 (en) * 2008-06-30 2013-03-14 Oleg Maslov Computing Higher Resolution Images From Multiple Lower Resolution Images
US20150339803A1 (en) * 2010-11-03 2015-11-26 Sony Corporation Lens and color filter arrangement, super-resolution camera system and method
US20120249727A1 (en) * 2011-03-31 2012-10-04 Tessera Technologies Ireland Limited Superresolution enhancment of peripheral regions in nonlinear lens geometries
US9282253B2 (en) * 2014-02-18 2016-03-08 Qualcomm Technologies, Inc. System and method for multiple-frame based super resolution interpolation for digital cameras
RU2583725C1 (ru) * 2014-10-17 2016-05-10 Самсунг Электроникс Ко., Лтд. Способ и система для обработки изображения

Cited By (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
RU2697928C1 (ru) * 2018-12-28 2019-08-21 Самсунг Электроникс Ко., Лтд. Способ сверхразрешения изображения, имитирующего повышение детализации на основе оптической системы, выполняемый на мобильном устройстве, обладающем ограниченными ресурсами, и мобильное устройство, его реализующее
US11244426B2 (en) 2018-12-28 2022-02-08 Samsung Electronics Co., Ltd. Method for image super resolution imitating optical zoom implemented on a resource-constrained mobile device, and a mobile device implementing the same
CN111507899A (zh) * 2020-03-26 2020-08-07 辽宁师范大学 融合弱纹理信息的子母神经网络图像超分辨率重建方法
CN111507899B (zh) * 2020-03-26 2023-07-11 辽宁师范大学 融合弱纹理信息的子母神经网络图像超分辨率重建方法
CN112508783A (zh) * 2020-11-19 2021-03-16 西安全志科技有限公司 基于方向插值的图像处理方法、计算机装置及计算机可读存储介质
CN112508783B (zh) * 2020-11-19 2024-01-30 西安全志科技有限公司 基于方向插值的图像处理方法、计算机装置及计算机可读存储介质

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KR20180122548A (ko) 2018-11-13
KR102481882B1 (ko) 2022-12-28

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