CN104160421B - 用于执行对输入图像的分层超分辨率的方法和装置 - Google Patents

用于执行对输入图像的分层超分辨率的方法和装置 Download PDF

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CN104160421B
CN104160421B CN201380012742.XA CN201380012742A CN104160421B CN 104160421 B CN104160421 B CN 104160421B CN 201380012742 A CN201380012742 A CN 201380012742A CN 104160421 B CN104160421 B CN 104160421B
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CN104160421A (zh
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穆罕默德·图尔坎
多米尼克·托罗
菲利普·古约泰尔
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Thomson Licensing SAS
International Digital Madison Patent Holding SAS
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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06T3/4076—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 using the original low-resolution images to iteratively correct the high-resolution images
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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 OR CALCULATING; 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
    • G06T3/4084—Scaling of whole images or parts thereof, e.g. expanding or contracting in the transform domain, e.g. fast Fourier transform [FFT] domain scaling
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T5/00—Image enhancement or restoration
    • G06T5/50—Image enhancement or restoration using two or more images, e.g. averaging or subtraction
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/20—Special algorithmic details
    • G06T2207/20048—Transform domain processing
    • G06T2207/20052—Discrete cosine transform [DCT]
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/20—Special algorithmic details
    • G06T2207/20212—Image combination
    • G06T2207/20216—Image averaging

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  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Image Processing (AREA)
  • Editing Of Facsimile Originals (AREA)
  • Compression Or Coding Systems Of Tv Signals (AREA)
CN201380012742.XA 2012-03-05 2013-03-04 用于执行对输入图像的分层超分辨率的方法和装置 Active CN104160421B (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
EP12305264 2012-03-05
EP12305264.9 2012-03-05
PCT/EP2013/054272 WO2013131851A2 (en) 2012-03-05 2013-03-04 Method and apparatus for performing hierarchical super-resolution of an input image

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CN104160421A CN104160421A (zh) 2014-11-19
CN104160421B true CN104160421B (zh) 2017-09-22

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US (1) US9652830B2 (enExample)
EP (1) EP2823460B1 (enExample)
JP (1) JP6192670B2 (enExample)
KR (1) KR102061923B1 (enExample)
CN (1) CN104160421B (enExample)
WO (1) WO2013131851A2 (enExample)

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US9984440B2 (en) * 2013-06-18 2018-05-29 Adobe Systems Incorporated Iterative patch-based image upscaling
US9317903B1 (en) * 2013-08-27 2016-04-19 Pixelworks, Inc. Self-similarity based single frame super-resolution
CN103700062B (zh) 2013-12-18 2017-06-06 华为技术有限公司 图像处理方法和装置
EP3100233B1 (en) 2014-01-30 2018-05-02 Thomson Licensing Method and device for enhancing quality of an image
CN103824272B (zh) * 2014-03-03 2016-08-17 武汉大学 基于k近邻重识别的人脸超分辨率重建方法
CN103854269B (zh) * 2014-03-28 2016-08-17 国家测绘地理信息局卫星测绘应用中心 基于多角度、多分辨率的影像超分辨率重建方法及装置
EP2985992A1 (en) * 2014-08-13 2016-02-17 Fraunhofer-Gesellschaft zur Förderung der angewandten Forschung e.V. Apparatus and method for providing an image
US9538126B2 (en) * 2014-12-03 2017-01-03 King Abdulaziz City For Science And Technology Super-resolution of dynamic scenes using sampling rate diversity
CN107112038A (zh) 2014-12-22 2017-08-29 汤姆逊许可公司 使用递归分级处理生成外推图像的装置和方法
CN104602025B (zh) * 2015-01-09 2018-11-20 华为技术有限公司 处理图像的方法和装置
US10410398B2 (en) * 2015-02-20 2019-09-10 Qualcomm Incorporated Systems and methods for reducing memory bandwidth using low quality tiles
US11221990B2 (en) * 2015-04-03 2022-01-11 The Mitre Corporation Ultra-high compression of images based on deep learning
US10007970B2 (en) 2015-05-15 2018-06-26 Samsung Electronics Co., Ltd. Image up-sampling with relative edge growth rate priors
US9911178B2 (en) 2015-05-22 2018-03-06 Samsung Electronics Co., Ltd. System and method for content-adaptive super-resolution via cross-scale self-learning
CN108780570B (zh) 2016-01-16 2022-12-06 特利丹菲力尔有限责任公司 使用迭代协同滤波的图像超分辨率的系统和方法
KR102580519B1 (ko) * 2016-09-07 2023-09-21 삼성전자주식회사 영상처리장치 및 기록매체
KR102271285B1 (ko) * 2016-11-09 2021-07-01 삼성전자주식회사 영상처리장치 및 영상처리방법
CN106780331B (zh) * 2016-11-11 2020-04-17 浙江师范大学 一种新的基于邻域嵌入的超分辨率方法
CN108550109A (zh) * 2018-01-31 2018-09-18 中南林业科技大学 一种基于nsct的积分平差遥感影像超分辨率重建方法
US11004178B2 (en) 2018-03-01 2021-05-11 Nvidia Corporation Enhancing high-resolution images with data from low-resolution images
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
CN110443755B (zh) * 2019-08-07 2023-05-30 杭州智团信息技术有限公司 一种基于高低频信号量的图像超分辨率的方法
CN110852950B (zh) * 2019-11-08 2023-04-07 中国科学院微小卫星创新研究院 基于稀疏表示和图像融合的高光谱图像超分辨率重建方法
US11288771B2 (en) * 2020-04-29 2022-03-29 Adobe Inc. Texture hallucination for large-scale image super-resolution
CN111652804B (zh) * 2020-05-28 2023-04-07 西安电子科技大学 基于膨胀卷积金字塔与瓶颈网络的超分辨率重建方法
CN113933111B (zh) * 2021-09-30 2022-08-19 南京大学 一种实现图像尺寸放大的上采样装置及其方法
KR102767757B1 (ko) * 2022-07-01 2025-02-18 아주스틸 주식회사 빅픽쳐 기술을 이용한 디자인 강판 제조방법

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CN101540045A (zh) * 2009-03-25 2009-09-23 湖南大学 基于同步正交匹配追踪的多源图像融合方法
WO2010122502A1 (en) * 2009-04-20 2010-10-28 Yeda Research And Development Co. Ltd. Super-resolution from a single signal
CN101980284A (zh) * 2010-10-26 2011-02-23 北京理工大学 基于两尺度稀疏表示的彩色图像降噪方法

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101540045A (zh) * 2009-03-25 2009-09-23 湖南大学 基于同步正交匹配追踪的多源图像融合方法
WO2010122502A1 (en) * 2009-04-20 2010-10-28 Yeda Research And Development Co. Ltd. Super-resolution from a single signal
CN101980284A (zh) * 2010-10-26 2011-02-23 北京理工大学 基于两尺度稀疏表示的彩色图像降噪方法

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Publication number Publication date
US20150093045A1 (en) 2015-04-02
CN104160421A (zh) 2014-11-19
KR102061923B1 (ko) 2020-01-02
US9652830B2 (en) 2017-05-16
WO2013131851A2 (en) 2013-09-12
JP2015513151A (ja) 2015-04-30
KR20140136019A (ko) 2014-11-27
EP2823460A2 (en) 2015-01-14
EP2823460B1 (en) 2018-05-23
JP6192670B2 (ja) 2017-09-06
WO2013131851A3 (en) 2014-02-13

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