CN114586059A - 图像的配准方法、终端以及计算机存储介质 - Google Patents

图像的配准方法、终端以及计算机存储介质 Download PDF

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Publication number
CN114586059A
CN114586059A CN201980101531.0A CN201980101531A CN114586059A CN 114586059 A CN114586059 A CN 114586059A CN 201980101531 A CN201980101531 A CN 201980101531A CN 114586059 A CN114586059 A CN 114586059A
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China
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image
pixel
block
blocks
clustered
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CN201980101531.0A
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English (en)
Inventor
权威
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Guangdong Oppo Mobile Telecommunications Corp Ltd
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Guangdong Oppo Mobile Telecommunications Corp Ltd
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Publication of CN114586059A publication Critical patent/CN114586059A/zh
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T3/00Geometric image transformations in the plane of the image
    • G06T3/14Transformations for image registration, e.g. adjusting or mapping for alignment of images
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T3/00Geometric image transformations in the plane of the image
    • G06T3/40Scaling of whole images or parts thereof, e.g. expanding or contracting
    • G06T3/4053Scaling 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
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/20Analysis of motion
    • G06T7/223Analysis of motion using block-matching
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/30Determination of transform parameters for the alignment of images, i.e. image registration
    • G06T7/32Determination of transform parameters for the alignment of images, i.e. image registration using correlation-based methods
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/50Depth or shape recovery
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/10Image acquisition modality
    • G06T2207/10024Color image
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/10Image acquisition modality
    • G06T2207/10028Range image; Depth image; 3D point clouds
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/20Special algorithmic details
    • G06T2207/20021Dividing image into blocks, subimages or windows

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Multimedia (AREA)
  • Image Analysis (AREA)

Abstract

本申请实施例公开了一种图像的配准方法、终端以及计算机存储介质,包括:获取第一图像和第二图像,对第一图像进行分块,得到第一图像的图像块,根据第一图像的图像块的像素值,调用预设的图像块的相似度算法,从第二图像中确定出第一图像的图像块的相似图像块,根据第一图像的图像块的位置信息与第一图像的图像块的相似图像块的位置信息,计算得到第一图像的图像块的移动量,根据第一图像的深度值,第一图像的图像块的移动量和第一图像的位置信息,对第一图像进行聚类,生成聚类后的图像块,当聚类后的图像块满足预设条件时,根据第一图像的图像块的移动量,对第一图像的图像块进行移动,得到配准图像,能够提高图像的深度值的精确度。

Description

PCT国内申请,说明书已公开。

Claims (17)

  1. PCT国内申请,权利要求书已公开。
CN201980101531.0A 2019-11-13 2019-11-13 图像的配准方法、终端以及计算机存储介质 Pending CN114586059A (zh)

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PCT/CN2019/118049 WO2021092797A1 (zh) 2019-11-13 2019-11-13 图像的配准方法、终端以及计算机存储介质

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CN114586059A true CN114586059A (zh) 2022-06-03

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US (1) US20220270204A1 (zh)
CN (1) CN114586059A (zh)
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Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN116152051A (zh) * 2023-02-27 2023-05-23 上海福柯斯智能科技有限公司 一种x射线图像的分块配准图像剪影方法和装置
CN116668709A (zh) * 2023-07-28 2023-08-29 天津卓朗昆仑云软件技术有限公司 图像传输方法、装置、服务端设备及存储介质

Families Citing this family (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN116523852A (zh) * 2023-04-13 2023-08-01 成都飞机工业(集团)有限责任公司 一种基于特征匹配的碳纤维复合材料的异物检测方法

Family Cites Families (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
IL175877A (en) * 2006-05-23 2013-07-31 Elbit Sys Electro Optics Elop Bundle-based contractual adjustment
KR101538313B1 (ko) * 2012-12-21 2015-07-22 서울시립대학교 산학협력단 블록단위 영상 정합을 이용한 초해상도 영상 복원 방법 및 장치
CN107437257A (zh) * 2017-08-08 2017-12-05 重庆信络威科技有限公司 一种移动背景下的运动物体检测与分割方法
CN108682025B (zh) * 2018-05-23 2022-03-15 东软医疗系统股份有限公司 一种图像配准方法及装置
CN109064504B (zh) * 2018-08-24 2022-07-15 深圳市商汤科技有限公司 图像处理方法、装置和计算机存储介质

Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN116152051A (zh) * 2023-02-27 2023-05-23 上海福柯斯智能科技有限公司 一种x射线图像的分块配准图像剪影方法和装置
CN116152051B (zh) * 2023-02-27 2023-12-01 上海福柯斯智能科技有限公司 一种x射线图像的分块配准图像剪影方法和装置
CN116668709A (zh) * 2023-07-28 2023-08-29 天津卓朗昆仑云软件技术有限公司 图像传输方法、装置、服务端设备及存储介质
CN116668709B (zh) * 2023-07-28 2023-10-17 天津卓朗昆仑云软件技术有限公司 图像传输方法、装置、服务端设备及存储介质

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