JP2025507706A - ユーザインタラクションループ学習による半自動画像セグメンテーションのシステム及び方法並びに関連のトレーニング方法 - Google Patents

ユーザインタラクションループ学習による半自動画像セグメンテーションのシステム及び方法並びに関連のトレーニング方法 Download PDF

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JP2025507706A
JP2025507706A JP2024550563A JP2024550563A JP2025507706A JP 2025507706 A JP2025507706 A JP 2025507706A JP 2024550563 A JP2024550563 A JP 2024550563A JP 2024550563 A JP2024550563 A JP 2024550563A JP 2025507706 A JP2025507706 A JP 2025507706A
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segmentation
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image
neural network
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JP2025507706A5 (enExample
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アドリアン バルトリ
アイヴァン ミハイロフ
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スーガー
ウニベルジテ クレルモン オーベルニュ
センター ナショナル デ ラ レシェルシェ サイエンティフィーク
クレルモン オーヴェルニュ アイエヌピー
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    • 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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  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
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  • Computer Vision & Pattern Recognition (AREA)
  • Evolutionary Computation (AREA)
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  • Computing Systems (AREA)
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  • General Health & Medical Sciences (AREA)
  • Medical Informatics (AREA)
  • Health & Medical Sciences (AREA)
  • Image Analysis (AREA)
  • User Interface Of Digital Computer (AREA)
  • Image Processing (AREA)
JP2024550563A 2022-02-28 2023-02-28 ユーザインタラクションループ学習による半自動画像セグメンテーションのシステム及び方法並びに関連のトレーニング方法 Pending JP2025507706A (ja)

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Application Number Priority Date Filing Date Title
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
FR2201763 2022-02-28
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

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JP2025507706A true JP2025507706A (ja) 2025-03-21
JP2025507706A5 JP2025507706A5 (enExample) 2026-02-09

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

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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

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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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