CN115836319A - 图像处理方法及装置 - Google Patents

图像处理方法及装置 Download PDF

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Publication number
CN115836319A
CN115836319A CN202180001898.2A CN202180001898A CN115836319A CN 115836319 A CN115836319 A CN 115836319A CN 202180001898 A CN202180001898 A CN 202180001898A CN 115836319 A CN115836319 A CN 115836319A
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China
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image
image processing
portrait
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training
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CN202180001898.2A
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English (en)
Inventor
段然
刘瀚文
卢运华
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BOE Technology Group Co Ltd
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BOE Technology Group Co Ltd
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Publication of CN115836319A publication Critical patent/CN115836319A/zh
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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
    • G06T5/50—Image enhancement or restoration using two or more images, e.g. averaging or subtraction
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T11/00—2D [Two Dimensional] image generation
    • G06T11/60—Editing figures and text; Combining figures or text
    • 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
    • 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
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/10—Segmentation; Edge detection
    • G06T7/194—Segmentation; Edge detection involving foreground-background segmentation
    • 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
    • G06V10/26—Segmentation of patterns in the image field; Cutting or merging of image elements to establish the pattern region, e.g. clustering-based techniques; Detection of occlusion
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/40—Extraction of image or video features
    • G06V10/46—Descriptors for shape, contour or point-related descriptors, e.g. scale invariant feature transform [SIFT] or bags of words [BoW]; Salient regional features
    • G06V10/462—Salient features, e.g. scale invariant feature transforms [SIFT]
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/764—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using classification, e.g. of video objects
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/77—Processing image or video features in feature spaces; using data integration or data reduction, e.g. principal component analysis [PCA] or independent component analysis [ICA] or self-organising maps [SOM]; Blind source separation
    • G06V10/774—Generating sets of training patterns; Bootstrap methods, e.g. bagging or boosting
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/82—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using neural networks
    • 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
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/20—Special algorithmic details
    • G06T2207/20212—Image combination
    • G06T2207/20221—Image fusion; Image merging
    • 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
    • G06T2207/30196—Human being; Person
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/30—Scenes; Scene-specific elements in albums, collections or shared content, e.g. social network photos or video

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Multimedia (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • Health & Medical Sciences (AREA)
  • Computing Systems (AREA)
  • Databases & Information Systems (AREA)
  • General Health & Medical Sciences (AREA)
  • Medical Informatics (AREA)
  • Software Systems (AREA)
  • Image Analysis (AREA)
  • Processing Or Creating Images (AREA)
  • Image Processing (AREA)

Abstract

一种图像处理方法。所述图像处理方法包括：获取包含目标对象的第一图像；将所述第一图像输入图像处理模型，得到第二图像，所述第二图像为所述第一图像中的目标对象的掩码图像，所述第二图像的每个像素的取值范围为[0,1]；根据所述第二图像，将所述第一图像与背景图像融合，得到融合图像；提供第一界面，在所述第一界面显示所述融合图像。

Description

PCT国内申请，说明书已公开。

Claims (21)

  1. PCT国内申请，权利要求书已公开。
CN202180001898.2A 2021-07-15 2021-07-15 图像处理方法及装置 Pending CN115836319A (zh)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
PCT/CN2021/106585 WO2023283894A1 (zh) 2021-07-15 2021-07-15 图像处理方法及装置

Publications (1)

Publication Number Publication Date
CN115836319A true CN115836319A (zh) 2023-03-21

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CN202180001898.2A Pending CN115836319A (zh) 2021-07-15 2021-07-15 图像处理方法及装置

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US (1) US20240153038A1 (zh)
CN (1) CN115836319A (zh)
WO (1) WO2023283894A1 (zh)

Cited By (1)

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CN117523419A (zh) * 2024-01-08 2024-02-06 银河航天(西安)科技有限公司 提升确定地物类型信息的精确度的方法、装置及存储介质

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US9405773B2 (en) * 2010-03-29 2016-08-02 Ebay Inc. Searching for more products like a specified product
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US10719939B2 (en) * 2014-10-31 2020-07-21 Fyusion, Inc. Real-time mobile device capture and generation of AR/VR content
US10492981B1 (en) * 2015-07-17 2019-12-03 Bao Tran Systems and methods for computer assisted operation
US20180068473A1 (en) * 2016-09-06 2018-03-08 Apple Inc. Image fusion techniques
CN111260548B (zh) * 2018-11-30 2023-07-21 浙江宇视科技有限公司 基于深度学习的贴图方法及装置
CN110490881A (zh) * 2019-08-19 2019-11-22 腾讯科技（深圳）有限公司 医学影像分割方法、装置、计算机设备及可读存储介质
CN111260679B (zh) * 2020-01-07 2022-02-01 广州虎牙科技有限公司 图像处理方法、图像分割模型训练方法及相关装置
CN111652796A (zh) * 2020-05-13 2020-09-11 上海连尚网络科技有限公司 图像处理方法、电子设备及计算机可读存储介质
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CN117523419A (zh) * 2024-01-08 2024-02-06 银河航天(西安)科技有限公司 提升确定地物类型信息的精确度的方法、装置及存储介质
CN117523419B (zh) * 2024-01-08 2024-04-26 银河航天(西安)科技有限公司 提升确定地物类型信息的精确度的方法、装置及存储介质

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US20240153038A1 (en) 2024-05-09

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