CN106575223A - 图像分类方法和图像分类装置 - Google Patents

图像分类方法和图像分类装置 Download PDF

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Publication number
CN106575223A
CN106575223A CN201480080711.2A CN201480080711A CN106575223A CN 106575223 A CN106575223 A CN 106575223A CN 201480080711 A CN201480080711 A CN 201480080711A CN 106575223 A CN106575223 A CN 106575223A
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image
quality
quality category
images
category
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CN106575223B (zh
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李长宁
张焰焰
慕岳衷
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Yulong Computer Telecommunication Scientific Shenzhen Co Ltd
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Yulong Computer Telecommunication Scientific Shenzhen Co Ltd
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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/22—Matching criteria, e.g. proximity measures
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • G06F18/241—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches
    • G06F18/2413—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches based on distances to training or reference patterns
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • G06F18/243—Classification techniques relating to the number of classes
    • G06F18/2431—Multiple classes
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00—Arrangements for program control, e.g. control units
    • G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/44—Arrangements for executing specific programs
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/0002—Inspection of images, e.g. flaw detection
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/98—Detection or correction of errors, e.g. by rescanning the pattern or by human intervention; Evaluation of the quality of the acquired patterns
    • G06V10/993—Evaluation of the quality of the acquired pattern
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • 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
    • G06T2207/10—Image acquisition modality
    • G06T2207/10024—Color image
    • 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
    • G06T2207/20021—Dividing image into blocks, subimages or windows
    • 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
    • G06T2207/20048—Transform domain processing
    • G06T2207/20056—Discrete and fast Fourier transform, [DFT, FFT]
    • 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
    • G06T2207/20076—Probabilistic image processing
    • 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
    • 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
    • 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
    • G06T2207/30201—Face

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Data Mining & Analysis (AREA)
  • Quality & Reliability (AREA)
  • General Engineering & Computer Science (AREA)
  • Software Systems (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Multimedia (AREA)
  • Artificial Intelligence (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • Evolutionary Computation (AREA)
  • Human Computer Interaction (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
  • Image Analysis (AREA)
  • Processing Or Creating Images (AREA)

Abstract

提供了一种图像分类方法，包括：分析步骤，对任一图像的质量进行分析；判定步骤，根据分析结果判定所述任一图像所属的质量类别，其中，所述质量类别包括建议保存的第一质量类别和建议删除的第二质量类别。相应地，还提出了一种图像分类装置。通过该技术方案，可以根据图像的质量将图像分类处理，以提高用户体验。

Description

PCT国内申请，说明书已公开。

Claims (1)

  1. PCT国内申请，权利要求书已公开。
CN201480080711.2A 2014-07-21 2014-07-21 图像分类方法和图像分类装置 Active CN106575223B (zh)

Applications Claiming Priority (1)

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PCT/CN2014/082657 WO2016011589A1 (zh) 2014-07-21 2014-07-21 图像分类方法和图像分类装置

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CN106575223A true CN106575223A (zh) 2017-04-19
CN106575223B CN106575223B (zh) 2020-05-19

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US (1) US10289939B2 (zh)
EP (1) EP3196758B1 (zh)
CN (1) CN106575223B (zh)
WO (1) WO2016011589A1 (zh)

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CN108109145A (zh) * 2018-01-02 2018-06-01 中兴通讯股份有限公司 图像质量检测方法、装置、存储介质和电子装置
CN108875518A (zh) * 2017-12-15 2018-11-23 北京旷视科技有限公司 图像处理与图像分类方法、装置和系统及存储介质
CN116843683B (zh) * 2023-08-30 2024-03-05 荣耀终端有限公司 设备成像清晰度评估方法、系统和装置

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US10509770B2 (en) 2015-07-13 2019-12-17 Samsung Electronics Co., Ltd. Heuristic interface for enabling a computer device to utilize data property-based data placement inside a nonvolatile memory device
US11461010B2 (en) 2015-07-13 2022-10-04 Samsung Electronics Co., Ltd. Data property-based data placement in a nonvolatile memory device
US10282324B2 (en) 2015-07-13 2019-05-07 Samsung Electronics Co., Ltd. Smart I/O stream detection based on multiple attributes
US10296264B2 (en) 2016-02-09 2019-05-21 Samsung Electronics Co., Ltd. Automatic I/O stream selection for storage devices
CN108241821A (zh) * 2016-12-23 2018-07-03 北京三星通信技术研究有限公司 图像处理设备和方法
US11748877B2 (en) * 2017-05-11 2023-09-05 The Research Foundation For The State University Of New York System and method associated with predicting segmentation quality of objects in analysis of copious image data
US10901907B2 (en) 2017-10-19 2021-01-26 Samsung Electronics Co., Ltd. System and method for identifying hot data and stream in a solid-state drive
CN108804653A (zh) * 2018-06-07 2018-11-13 联想(北京)有限公司 用于图片处理的方法、装置以及电子设备
CN114025104B (zh) * 2021-11-03 2024-02-20 江苏金视传奇科技有限公司 一种彩色图像显示装置及彩色图像显示系统

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CN108109145A (zh) * 2018-01-02 2018-06-01 中兴通讯股份有限公司 图像质量检测方法、装置、存储介质和电子装置
CN116843683B (zh) * 2023-08-30 2024-03-05 荣耀终端有限公司 设备成像清晰度评估方法、系统和装置

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EP3196758A1 (en) 2017-07-26
US20170308772A1 (en) 2017-10-26
CN106575223B (zh) 2020-05-19
EP3196758B1 (en) 2021-07-07
WO2016011589A1 (zh) 2016-01-28
EP3196758A4 (en) 2018-03-28
US10289939B2 (en) 2019-05-14

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