CN114332033A - 基于人工智能的内窥镜图像处理方法、装置、介质及设备 - Google Patents

基于人工智能的内窥镜图像处理方法、装置、介质及设备 Download PDF

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Publication number
CN114332033A
CN114332033A CN202111653381.XA CN202111653381A CN114332033A CN 114332033 A CN114332033 A CN 114332033A CN 202111653381 A CN202111653381 A CN 202111653381A CN 114332033 A CN114332033 A CN 114332033A
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CN
China
Prior art keywords
image
classification
inspection
target
image classification
Prior art date
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Pending
Application number
CN202111653381.XA
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English (en)
Chinese (zh)
Inventor
边成
杨志雄
石小周
赵家英
李剑
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.)
Xiaohe Medical Instrument Hainan Co ltd
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Xiaohe Medical Instrument Hainan Co ltd
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Application filed by Xiaohe Medical Instrument Hainan Co ltd filed Critical Xiaohe Medical Instrument Hainan Co ltd
Priority to CN202111653381.XA priority Critical patent/CN114332033A/zh
Publication of CN114332033A publication Critical patent/CN114332033A/zh
Priority to PCT/CN2022/139016 priority patent/WO2023125008A1/fr
Pending legal-status Critical Current

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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
    • 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
    • G06V10/77—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
    • G06V10/80—Fusion, i.e. combining data from various sources at the sensor level, preprocessing level, feature extraction level or classification level
    • 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

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Artificial Intelligence (AREA)
  • Health & Medical Sciences (AREA)
  • Computing Systems (AREA)
  • Databases & Information Systems (AREA)
  • Evolutionary Computation (AREA)
  • General Health & Medical Sciences (AREA)
  • Medical Informatics (AREA)
  • Software Systems (AREA)
  • Multimedia (AREA)
  • Endoscopes (AREA)
CN202111653381.XA 2021-12-30 2021-12-30 基于人工智能的内窥镜图像处理方法、装置、介质及设备 Pending CN114332033A (zh)

Priority Applications (2)

Application Number Priority Date Filing Date Title
CN202111653381.XA CN114332033A (zh) 2021-12-30 2021-12-30 基于人工智能的内窥镜图像处理方法、装置、介质及设备
PCT/CN2022/139016 WO2023125008A1 (fr) 2021-12-30 2022-12-14 Procédé et appareil de traitement d'image d'endoscope basé sur l'intelligence artificielle, support et dispositif

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN202111653381.XA CN114332033A (zh) 2021-12-30 2021-12-30 基于人工智能的内窥镜图像处理方法、装置、介质及设备

Publications (1)

Publication Number Publication Date
CN114332033A true CN114332033A (zh) 2022-04-12

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ID=81019697

Family Applications (1)

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CN202111653381.XA Pending CN114332033A (zh) 2021-12-30 2021-12-30 基于人工智能的内窥镜图像处理方法、装置、介质及设备

Country Status (2)

Country Link
CN (1) CN114332033A (fr)
WO (1) WO2023125008A1 (fr)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2023125008A1 (fr) * 2021-12-30 2023-07-06 小荷医疗器械(海南)有限公司 Procédé et appareil de traitement d'image d'endoscope basé sur l'intelligence artificielle, support et dispositif

Families Citing this family (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN116958147B (zh) * 2023-09-21 2023-12-22 青岛美迪康数字工程有限公司 基于深度图像特征的目标区域确定方法、装置和设备

Family Cites Families (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
DE102013206911A1 (de) * 2013-04-17 2014-10-23 Siemens Aktiengesellschaft Verfahren und Vorrichtung zur stereoskopischen Darstellung von Bilddaten
CN111062981B (zh) * 2019-12-13 2023-05-05 腾讯科技（深圳）有限公司 图像处理方法、装置及存储介质
US11918178B2 (en) * 2020-03-06 2024-03-05 Verily Life Sciences Llc Detecting deficient coverage in gastroenterological procedures
CN114332033A (zh) * 2021-12-30 2022-04-12 小荷医疗器械(海南)有限公司 基于人工智能的内窥镜图像处理方法、装置、介质及设备

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2023125008A1 (fr) * 2021-12-30 2023-07-06 小荷医疗器械(海南)有限公司 Procédé et appareil de traitement d'image d'endoscope basé sur l'intelligence artificielle, support et dispositif

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WO2023125008A1 (fr) 2023-07-06

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