PL3800617T3 - Implementowany komputerowo sposób rejestrowania obrazów niskowymiarowych z obrazem wysokowymiarowym, sposób trenowania sztucznej sieci neuronowej przydatnej do znajdowania punktów orientacyjnych na obrazach niskowymiarowych, program komputerowy i system do rejestrowania obrazów niskowymiarowych z obrazem wysokowymiarowym - Google Patents

Implementowany komputerowo sposób rejestrowania obrazów niskowymiarowych z obrazem wysokowymiarowym, sposób trenowania sztucznej sieci neuronowej przydatnej do znajdowania punktów orientacyjnych na obrazach niskowymiarowych, program komputerowy i system do rejestrowania obrazów niskowymiarowych z obrazem wysokowymiarowym

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Publication number
PL3800617T3
PL3800617T3 PL20199231.0T PL20199231T PL3800617T3 PL 3800617 T3 PL3800617 T3 PL 3800617T3 PL 20199231 T PL20199231 T PL 20199231T PL 3800617 T3 PL3800617 T3 PL 3800617T3
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Poland
Prior art keywords
dimensional images
low dimensional
registering
dimensional image
computer
Prior art date
Application number
PL20199231.0T
Other languages
English (en)
Inventor
Nassir Navab
Matthias Grimm
Javier Esteban
Wojciech Konrad Karcz
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Erbe Vision Gmbh
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Publication date
Application filed by Erbe Vision Gmbh filed Critical Erbe Vision Gmbh
Publication of PL3800617T3 publication Critical patent/PL3800617T3/pl

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    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/30Determination of transform parameters for the alignment of images, i.e. image registration
    • G06T7/33Determination of transform parameters for the alignment of images, i.e. image registration using feature-based methods
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00Pattern recognition
    • G06F18/20Analysing
    • G06F18/21Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G06F18/213Feature extraction, e.g. by transforming the feature space; Summarisation; Mappings, e.g. subspace methods
    • G06F18/2137Feature extraction, e.g. by transforming the feature space; Summarisation; Mappings, e.g. subspace methods based on criteria of topology preservation, e.g. multidimensional scaling or self-organising maps
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00Pattern recognition
    • G06F18/20Analysing
    • G06F18/21Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G06F18/214Generating training patterns; Bootstrap methods, e.g. bagging or boosting
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/04Architecture, e.g. interconnection topology
    • G06N3/0464Convolutional networks [CNN, ConvNet]
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/08Learning methods
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/08Learning methods
    • G06N3/09Supervised learning
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/10Image acquisition modality
    • G06T2207/10072Tomographic images
    • G06T2207/10081Computed x-ray tomography [CT]
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/10Image acquisition modality
    • G06T2207/10116X-ray image
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/20Special algorithmic details
    • G06T2207/20081Training; Learning
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/20Special algorithmic details
    • G06T2207/20084Artificial neural networks [ANN]

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Data Mining & Analysis (AREA)
  • General Engineering & Computer Science (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Biophysics (AREA)
  • Biomedical Technology (AREA)
  • Computing Systems (AREA)
  • General Health & Medical Sciences (AREA)
  • Computational Linguistics (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • Molecular Biology (AREA)
  • Health & Medical Sciences (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • Image Analysis (AREA)
  • Apparatus For Radiation Diagnosis (AREA)
  • Multimedia (AREA)
PL20199231.0T 2019-10-04 2020-09-30 Implementowany komputerowo sposób rejestrowania obrazów niskowymiarowych z obrazem wysokowymiarowym, sposób trenowania sztucznej sieci neuronowej przydatnej do znajdowania punktów orientacyjnych na obrazach niskowymiarowych, program komputerowy i system do rejestrowania obrazów niskowymiarowych z obrazem wysokowymiarowym PL3800617T3 (pl)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
DE202019004094 2019-10-04

Publications (1)

Publication Number Publication Date
PL3800617T3 true PL3800617T3 (pl) 2025-03-03

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Family Applications (1)

Application Number Title Priority Date Filing Date
PL20199231.0T PL3800617T3 (pl) 2019-10-04 2020-09-30 Implementowany komputerowo sposób rejestrowania obrazów niskowymiarowych z obrazem wysokowymiarowym, sposób trenowania sztucznej sieci neuronowej przydatnej do znajdowania punktów orientacyjnych na obrazach niskowymiarowych, program komputerowy i system do rejestrowania obrazów niskowymiarowych z obrazem wysokowymiarowym

Country Status (3)

Country Link
US (1) US11430203B2 (pl)
EP (1) EP3800617B1 (pl)
PL (1) PL3800617T3 (pl)

Families Citing this family (17)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
GB2536650A (en) 2015-03-24 2016-09-28 Augmedics Ltd Method and system for combining video-based and optic-based augmented reality in a near eye display
US12521201B2 (en) 2017-12-07 2026-01-13 Augmedics Ltd. Spinous process clamp
US12458411B2 (en) 2017-12-07 2025-11-04 Augmedics Ltd. Spinous process clamp
EP3787543A4 (en) 2018-05-02 2022-01-19 Augmedics Ltd. REGISTRATION OF A FIDUCIAL MARKER FOR AN AUGMENTED REALITY SYSTEM
US11766296B2 (en) 2018-11-26 2023-09-26 Augmedics Ltd. Tracking system for image-guided surgery
US12178666B2 (en) 2019-07-29 2024-12-31 Augmedics Ltd. Fiducial marker
US11382712B2 (en) 2019-12-22 2022-07-12 Augmedics Ltd. Mirroring in image guided surgery
US11389252B2 (en) 2020-06-15 2022-07-19 Augmedics Ltd. Rotating marker for image guided surgery
US12239385B2 (en) 2020-09-09 2025-03-04 Augmedics Ltd. Universal tool adapter
US12502163B2 (en) 2020-09-09 2025-12-23 Augmedics Ltd. Universal tool adapter for image-guided surgery
US12150821B2 (en) 2021-07-29 2024-11-26 Augmedics Ltd. Rotating marker and adapter for image-guided surgery
US12475662B2 (en) 2021-08-18 2025-11-18 Augmedics Ltd. Stereoscopic display and digital loupe for augmented-reality near-eye display
EP4233000A1 (en) * 2022-01-13 2023-08-30 Brainlab AG Detection of image structures via dimensionality-reducing projections
WO2023203521A1 (en) 2022-04-21 2023-10-26 Augmedics Ltd. Systems and methods for medical image visualization
KR102728372B1 (ko) * 2022-09-06 2024-11-13 이화여자대학교 산학협력단 엑스선 영상 내 신체의 마커 자동 검출 시스템 및 마커 자동 검출 방법
JP2025531829A (ja) 2022-09-13 2025-09-25 オーグメディックス リミテッド 画像誘導医療介入のための拡張現実アイウェア
US20250262461A1 (en) * 2024-02-15 2025-08-21 Sanmai Technologies, PBC Ultrasound neuromodulation guided by artificial intelligence

Family Cites Families (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US9649160B2 (en) 2012-08-14 2017-05-16 OrthAlign, Inc. Hip replacement navigation system and method
WO2014176207A1 (en) 2013-04-22 2014-10-30 University Of Washington Through Its Center For Commercialization Patient-specific guides to improve point registration accuracy in surgical navigation
US11801114B2 (en) * 2017-09-11 2023-10-31 Philipp K. Lang Augmented reality display for vascular and other interventions, compensation for cardiac and respiratory motion

Also Published As

Publication number Publication date
US11430203B2 (en) 2022-08-30
EP3800617A1 (en) 2021-04-07
EP3800617B1 (en) 2024-10-30
US20210103753A1 (en) 2021-04-08
EP3800617C0 (en) 2024-10-30

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