CN119053990A - 通过用户交互循环学习和关联的训练方法进行半自动的图像分割的系统和方法 - Google Patents

通过用户交互循环学习和关联的训练方法进行半自动的图像分割的系统和方法 Download PDF

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Publication number
CN119053990A
CN119053990A CN202380024102.4A CN202380024102A CN119053990A CN 119053990 A CN119053990 A CN 119053990A CN 202380024102 A CN202380024102 A CN 202380024102A CN 119053990 A CN119053990 A CN 119053990A
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CN
China
Prior art keywords
segmentation
mask
user
image
neural network
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
CN202380024102.4A
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English (en)
Chinese (zh)
Inventor
A·巴托利
I·米哈伊洛夫
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.)
Clermon Opagne National Institute Of Integrated Science And Technology
Sulgar Co
Centre National de la Recherche Scientifique CNRS
Universite Clermont Auvergne
Original Assignee
Clermon Opagne National Institute Of Integrated Science And Technology
Sulgar Co
Centre National de la Recherche Scientifique CNRS
Universite Clermont Auvergne
Priority date (The priority date 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 date listed.)
Filing date
Publication date
Application filed by Clermon Opagne National Institute Of Integrated Science And Technology, Sulgar Co, Centre National de la Recherche Scientifique CNRS, Universite Clermont Auvergne filed Critical Clermon Opagne National Institute Of Integrated Science And Technology
Publication of CN119053990A publication Critical patent/CN119053990A/zh
Pending legal-status Critical Current

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Classifications

    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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 OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/20—Image preprocessing
    • G06V10/22—Image preprocessing by selection of a specific region containing or referencing a pattern; Locating or processing of specific regions to guide the detection or recognition
    • G06V10/235—Image preprocessing by selection of a specific region containing or referencing a pattern; Locating or processing of specific regions to guide the detection or recognition based on user input or interaction
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/20—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 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
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/94—Hardware or software architectures specially adapted for image or video understanding
    • G06V10/945—User interactive design; Environments; Toolboxes
    • 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
    • G06T2207/20084—Artificial neural networks [ANN]
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V2201/00—Indexing scheme relating to image or video recognition or understanding
    • G06V2201/03—Recognition of patterns in medical or anatomical images

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Multimedia (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Evolutionary Computation (AREA)
  • Software Systems (AREA)
  • Artificial Intelligence (AREA)
  • Computing Systems (AREA)
  • Databases & Information Systems (AREA)
  • General Health & Medical Sciences (AREA)
  • Medical Informatics (AREA)
  • Health & Medical Sciences (AREA)
  • Image Analysis (AREA)
  • User Interface Of Digital Computer (AREA)
  • Image Processing (AREA)
CN202380024102.4A 2022-02-28 2023-02-28 通过用户交互循环学习和关联的训练方法进行半自动的图像分割的系统和方法 Pending CN119053990A (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
FRFR2201763 2022-02-28
FR2201763A FR3133099B1 (fr) 2022-02-28 2022-02-28 Système et procédé de segmentation d’image semi-automatique par apprentissage à boucle d’interaction utilisateur et procédé d’entraînement associé
PCT/EP2023/055035 WO2023161531A1 (fr) 2022-02-28 2023-02-28 Système et procédé de segmentation d'image semi-automatique par apprentissage à boucle d'interaction utilisateur et procédé d'entraînement associé

Publications (1)

Publication Number Publication Date
CN119053990A true CN119053990A (zh) 2024-11-29

Family

ID=81448340

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202380024102.4A Pending CN119053990A (zh) 2022-02-28 2023-02-28 通过用户交互循环学习和关联的训练方法进行半自动的图像分割的系统和方法

Country Status (6)

Country Link
EP (1) EP4487293A1 (https=)
JP (1) JP2025507706A (https=)
CN (1) CN119053990A (https=)
CA (1) CA3244125A1 (https=)
FR (1) FR3133099B1 (https=)
WO (1) WO2023161531A1 (https=)

Families Citing this family (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN121280725B (zh) * 2025-12-03 2026-04-17 西安交通大学 一种交互式图像分割方法、系统、计算机设备及存储介质

Also Published As

Publication number Publication date
JP2025507706A (ja) 2025-03-21
CA3244125A1 (fr) 2023-08-31
EP4487293A1 (fr) 2025-01-08
WO2023161531A1 (fr) 2023-08-31
FR3133099B1 (fr) 2024-07-19
FR3133099A1 (fr) 2023-09-01

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