CN117396919A - 信息处理方法、程序及信息处理装置 - Google Patents

信息处理方法、程序及信息处理装置 Download PDF

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Publication number
CN117396919A
CN117396919A CN202280036368.6A CN202280036368A CN117396919A CN 117396919 A CN117396919 A CN 117396919A CN 202280036368 A CN202280036368 A CN 202280036368A CN 117396919 A CN117396919 A CN 117396919A
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CN
China
Prior art keywords
image
learning
evaluation
information processing
learning model
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
CN202280036368.6A
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English (en)
Chinese (zh)
Inventor
金在喆
戴晓艳
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Kyocera Corp
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Kyocera Corp
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Publication date
Application filed by Kyocera Corp filed Critical Kyocera Corp
Publication of CN117396919A publication Critical patent/CN117396919A/zh
Pending legal-status Critical Current

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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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 OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T11/00—Two-dimensional [2D] image generation
    • G06T11/60—Creating or editing images; Combining images with text
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • 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
    • 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
    • G06V10/44—Local feature extraction by analysis of parts of the pattern, e.g. by detecting edges, contours, loops, corners, strokes or intersections; Connectivity analysis, e.g. of connected components
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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 OR CALCULATING; 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
    • G06V10/776—Validation; Performance evaluation
    • 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
    • G06T2207/20221—Image fusion; Image merging

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Evolutionary Computation (AREA)
  • Software Systems (AREA)
  • Multimedia (AREA)
  • Medical Informatics (AREA)
  • Computing Systems (AREA)
  • Artificial Intelligence (AREA)
  • Health & Medical Sciences (AREA)
  • Databases & Information Systems (AREA)
  • General Health & Medical Sciences (AREA)
  • General Engineering & Computer Science (AREA)
  • Data Mining & Analysis (AREA)
  • Mathematical Physics (AREA)
  • Image Analysis (AREA)
CN202280036368.6A 2021-05-19 2022-05-17 信息处理方法、程序及信息处理装置 Pending CN117396919A (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
JP2021084954 2021-05-19
JP2021-084954 2021-05-19
PCT/JP2022/020593 WO2022244787A1 (ja) 2021-05-19 2022-05-17 情報処理方法、プログラム及び情報処理装置

Publications (1)

Publication Number Publication Date
CN117396919A true CN117396919A (zh) 2024-01-12

Family

ID=84141361

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202280036368.6A Pending CN117396919A (zh) 2021-05-19 2022-05-17 信息处理方法、程序及信息处理装置

Country Status (5)

Country Link
US (1) US20240242410A1 (https=)
EP (1) EP4343690A1 (https=)
JP (1) JPWO2022244787A1 (https=)
CN (1) CN117396919A (https=)
WO (1) WO2022244787A1 (https=)

Families Citing this family (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2024048123A (ja) * 2022-09-27 2024-04-08 キヤノン株式会社 評価方法
JPWO2024157332A1 (https=) * 2023-01-23 2024-08-02

Family Cites Families (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2016099668A (ja) * 2014-11-18 2016-05-30 キヤノン株式会社 学習方法、学習装置、画像認識方法、画像認識装置及びプログラム
JP6993556B2 (ja) 2016-11-30 2022-01-13 キヤノンマーケティングジャパン株式会社 情報処理装置、情報処理方法、プログラム
JP7300699B2 (ja) 2018-11-12 2023-06-30 株式会社イシダ 教師データ生成方法、教師データ生成プログラム、教師データ生成装置、及び商品識別装置

Also Published As

Publication number Publication date
EP4343690A1 (en) 2024-03-27
WO2022244787A1 (ja) 2022-11-24
US20240242410A1 (en) 2024-07-18
JPWO2022244787A1 (https=) 2022-11-24

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