FR3133099B1 - Système et procédé de segmentation d’image semi-automatique par apprentissage à boucle d’interaction utilisateur et procédé d’entraînement associé - Google Patents

Système et procédé de segmentation d’image semi-automatique par apprentissage à boucle d’interaction utilisateur et procédé d’entraînement associé Download PDF

Info

Publication number
FR3133099B1
FR3133099B1 FR2201763A FR2201763A FR3133099B1 FR 3133099 B1 FR3133099 B1 FR 3133099B1 FR 2201763 A FR2201763 A FR 2201763A FR 2201763 A FR2201763 A FR 2201763A FR 3133099 B1 FR3133099 B1 FR 3133099B1
Authority
FR
France
Prior art keywords
mask
segmentation
user interaction
user
semi
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.)
Active
Application number
FR2201763A
Other languages
English (en)
French (fr)
Other versions
FR3133099A1 (fr
Inventor
Adrien Bartoli
Ivan Mikhailov
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.)
Clermont Auvergne Inp
Surgar
Centre National de la Recherche Scientifique CNRS
Universite Clermont Auvergne
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
Priority to FR2201763A priority Critical patent/FR3133099B1/fr
Priority to JP2024550563A priority patent/JP2025507706A/ja
Priority to CA3244125A priority patent/CA3244125A1/fr
Priority to PCT/EP2023/055035 priority patent/WO2023161531A1/fr
Priority to CN202380024102.4A priority patent/CN119053990A/zh
Priority to EP23707400.0A priority patent/EP4487293A1/fr
Publication of FR3133099A1 publication Critical patent/FR3133099A1/fr
Application granted granted Critical
Publication of FR3133099B1 publication Critical patent/FR3133099B1/fr
Active legal-status Critical Current
Anticipated expiration legal-status Critical

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)
FR2201763A 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 Active FR3133099B1 (fr)

Priority Applications (6)

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
JP2024550563A JP2025507706A (ja) 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
CA3244125A 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
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
CN202380024102.4A 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
EP23707400.0A EP4487293A1 (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

Applications Claiming Priority (2)

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

Publications (2)

Publication Number Publication Date
FR3133099A1 FR3133099A1 (fr) 2023-09-01
FR3133099B1 true FR3133099B1 (fr) 2024-07-19

Family

ID=81448340

Family Applications (1)

Application Number Title Priority Date Filing Date
FR2201763A Active 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

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
CA3244125A1 (fr) 2023-08-31
EP4487293A1 (fr) 2025-01-08
WO2023161531A1 (fr) 2023-08-31
FR3133099A1 (fr) 2023-09-01

Similar Documents

Publication Publication Date Title
US11436487B2 (en) Joint embedding of corpus pairs for domain mapping
CN108197633A (zh) 基于TensorFlow的深度学习图像分类与应用部署方法
CN107871496B (zh) 语音识别方法和装置
WO2022144844A1 (en) Artificial intelligence assisted speech and image analysis in support operations
EP4116861A3 (en) Method and apparatus for pre-training semantic representation model and electronic device
CN111274853B (zh) 图像处理方法和装置
CN113345468B (zh) 语音质检方法、装置、设备及存储介质
US11574179B2 (en) Deep symbolic validation of information extraction systems
CN109271643A (zh) 一种翻译模型的训练方法、翻译方法和装置
CN111126610A (zh) 题目分析方法、装置、电子设备和存储介质
FR3133099B1 (fr) Système et procédé de segmentation d’image semi-automatique par apprentissage à boucle d’interaction utilisateur et procédé d’entraînement associé
US20170351676A1 (en) Sentiment normalization using personality characteristics
Loukina et al. Using PRMSE to evaluate automated scoring systems in the presence of label noise
Grayver et al. Particle streak velocimetry using ensemble convolutional neural networks
CN110765241B (zh) 推荐题的超纲检测方法、装置、电子设备和存储介质
Sampson et al. Score-matching neural networks for improved multi-band source separation
CN118568217A (zh) 基于语言大模型的供应链问答方法和装置
KR100899804B1 (ko) 2차원 정준상관 분석법을 이용한 얼굴 인식 방법
US11132572B2 (en) Method and system for splicing and restoring shredded paper based on extreme learning machine
CN120316258A (zh) 基于大模型的企业品牌声誉监测方法及装置、介质、设备
CN120562981A (zh) 一种教育质量评估模型构建方法及系统
FR3113665B1 (fr) Installation de contrôle d’accès
CN111209394A (zh) 文本分类处理方法和装置
Feng et al. Improving character-aware neural language model by warming up character encoder under skip-gram architecture
CN119181102A (zh) 短文本生成图像模型训练方法、系统、短文本到图像的生成方法、电子设备及存储介质

Legal Events

Date Code Title Description
PLFP Fee payment

Year of fee payment: 2

EXTE Extension to a french territory

Extension state: PF

PLSC Publication of the preliminary search report

Effective date: 20230901

PLFP Fee payment

Year of fee payment: 3

PLFP Fee payment

Year of fee payment: 4

PLFP Fee payment

Year of fee payment: 5