CA3244125A1 - Systeme et procede de segmentation d'image semi-automatique par apprentissage à boucle d'interaction utilisateur et procede d'entrainement associe - Google Patents

Systeme et procede de segmentation d'image semi-automatique par apprentissage à boucle d'interaction utilisateur et procede d'entrainement associe

Info

Publication number
CA3244125A1
CA3244125A1 CA3244125A CA3244125A CA3244125A1 CA 3244125 A1 CA3244125 A1 CA 3244125A1 CA 3244125 A CA3244125 A CA 3244125A CA 3244125 A CA3244125 A CA 3244125A CA 3244125 A1 CA3244125 A1 CA 3244125A1
Authority
CA
Canada
Prior art keywords
segmentation
user
mask
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
CA3244125A
Other languages
English (en)
French (fr)
Inventor
Adrien Bartoli
Ivan MIKHAILOV
Original Assignee
Clermont Auvergne Inp
Surgar
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 Clermont Auvergne Inp, Surgar, Centre National de la Recherche Scientifique CNRS, Universite Clermont Auvergne filed Critical Clermont Auvergne Inp
Publication of CA3244125A1 publication Critical patent/CA3244125A1/fr
Pending legal-status Critical Current

Links

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

Landscapes

  • 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)
CA3244125A 2022-02-28 2023-02-28 Systeme et procede de segmentation d'image semi-automatique par apprentissage à boucle d'interaction utilisateur et procede d'entrainement associe Pending CA3244125A1 (fr)

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
CA3244125A1 true CA3244125A1 (fr) 2023-08-31

Family

ID=81448340

Family Applications (1)

Application Number Title Priority Date Filing Date
CA3244125A Pending CA3244125A1 (fr) 2022-02-28 2023-02-28 Systeme et procede de segmentation d'image semi-automatique par apprentissage à boucle d'interaction utilisateur et procede d'entrainement associe

Country Status (6)

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

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
CN119053990A (zh) 2024-11-29
JP2025507706A (ja) 2025-03-21
EP4487293A1 (fr) 2025-01-08
WO2023161531A1 (fr) 2023-08-31
FR3133099B1 (fr) 2024-07-19
FR3133099A1 (fr) 2023-09-01

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