WO2002056241A1 - Algorithmes computationnels pour enregistrement d'images - Google Patents

Algorithmes computationnels pour enregistrement d'images Download PDF

Info

Publication number
WO2002056241A1
WO2002056241A1 PCT/US2002/000655 US0200655W WO02056241A1 WO 2002056241 A1 WO2002056241 A1 WO 2002056241A1 US 0200655 W US0200655 W US 0200655W WO 02056241 A1 WO02056241 A1 WO 02056241A1
Authority
WO
WIPO (PCT)
Prior art keywords
image
sep
images
level
registration
Prior art date
Application number
PCT/US2002/000655
Other languages
English (en)
Other versions
WO2002056241A9 (fr
Inventor
Baba C. Vemuri
Original Assignee
University Of Florida
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 University Of Florida filed Critical University Of Florida
Publication of WO2002056241A1 publication Critical patent/WO2002056241A1/fr
Publication of WO2002056241A9 publication Critical patent/WO2002056241A9/fr

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T3/00—Geometric image transformations in the plane of the image
    • G06T3/14—Transformations for image registration, e.g. adjusting or mapping for alignment of images
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/30—Determination of transform parameters for the alignment of images, i.e. image registration
    • G06T7/32—Determination of transform parameters for the alignment of images, i.e. image registration using correlation-based methods
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/30—Determination of transform parameters for the alignment of images, i.e. image registration
    • G06T7/37—Determination of transform parameters for the alignment of images, i.e. image registration using transform domain methods
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/30—Subject of image; Context of image processing
    • G06T2207/30004—Biomedical image processing
    • G06T2207/30016—Brain

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Magnetic Resonance Imaging Apparatus (AREA)
  • Image Analysis (AREA)

Abstract

L'invention concerne une nouvelle technique d'évolution des courbes exprimée dans un cadre d'ensembles de niveaux (Fig. 1, 1-2) et utilisée pour réaliser un enregistrement d'images. La mise en oeuvre de cette technique est fondée sur l'observation selon laquelle une transformation de coordonnées entre deux images données peut être réalisée par découverte d'une correspondance appropriée (Fig. 1, 4) entre deux fonctions d'intensité d'images. Par conséquent, on réalise une mise au point d'ensembles de niveaux d'une image dans les ensembles de niveaux de l'autre image. Pour estimer la déformation entre les images, on dérive un modèle de mouvement d'ensembles de niveaux permettant d'obtenir le flux optique entre les images dans certaines conditions. Une équation pouvant être utilisée pour calculer le flux optique est une équation différentielle partielle (PDE) hyperbolique non linéaire, à savoir une nouvelle formulation destinée à résoudre le problème associé au flux optique dans une vision artificielle. Un procédé destiné à la réalisation d'un enregistrement d'images multimodales consiste à établir une correspondance entre des représentations d'images de fréquence locale. Ce procédé consiste à réduire, sur toutes les transformations affines, la valeur probable de la différence au carré entre les représentations de fréquence locale des images source et cible. Dans le cas où la fusion des données multimodales requiert une estimation des déformations non rigides, on peut recourir à une technique nouvelle et rapide de morphage fondée sur l'équation PDE et permettant d'estimer un alignement non rigide.
PCT/US2002/000655 2001-01-12 2002-01-14 Algorithmes computationnels pour enregistrement d'images WO2002056241A1 (fr)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US26088601P 2001-01-12 2001-01-12
US60/260,886 2001-01-12

Publications (2)

Publication Number Publication Date
WO2002056241A1 true WO2002056241A1 (fr) 2002-07-18
WO2002056241A9 WO2002056241A9 (fr) 2003-01-30

Family

ID=22991057

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/US2002/000655 WO2002056241A1 (fr) 2001-01-12 2002-01-14 Algorithmes computationnels pour enregistrement d'images

Country Status (1)

Country Link
WO (1) WO2002056241A1 (fr)

Cited By (11)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2004047024A1 (fr) * 2002-11-19 2004-06-03 Universität Zu Lübeck Procede de recalage d'images
WO2006026177A1 (fr) * 2004-08-31 2006-03-09 Siemens Medical Solutions Usa, Inc. Procede et systeme de correction de mouvement dans une sequence d'images
WO2006032855A2 (fr) * 2004-09-21 2006-03-30 Isis Innovation Limited Ameliorations apportees au traitement d'images
US7639896B2 (en) 2004-08-09 2009-12-29 Carestream Health, Inc. Multimodal image registration using compound mutual information
US7653264B2 (en) 2005-03-04 2010-01-26 The Regents Of The University Of Michigan Method of determining alignment of images in high dimensional feature space
US7697736B2 (en) * 2004-11-30 2010-04-13 Samsung Electronics Co., Ltd Face detection method and apparatus using level-set method
GB2477183A (en) * 2009-12-21 2011-07-27 Siemens Medical Solutions Processing medical imaging data using phase information
CN104574357A (zh) * 2013-10-16 2015-04-29 康耐视公司 定位带有已知图形的基准点的系统和方法
CN104732529A (zh) * 2015-03-05 2015-06-24 北京空间机电研究所 一种遥感图像形状特征配准方法
CN105139398A (zh) * 2015-08-26 2015-12-09 武汉大学 一种基于多特征的灰度不均图像快速分割方法
US11010630B2 (en) 2017-04-27 2021-05-18 Washington University Systems and methods for detecting landmark pairs in images

Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5850486A (en) * 1996-04-29 1998-12-15 The Mclean Hospital Corporation Registration of image data

Patent Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5850486A (en) * 1996-04-29 1998-12-15 The Mclean Hospital Corporation Registration of image data

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
C. BAILLARD ET AL.: "Segmentation of 3D brain structures using level sets and dense registration", IEEE, 2000, pages 1 - 8, XP002951141 *
SHUQIAN LUO ET AL.: "Implementation of mutual information based multi-modality medical image registration", IEEE, 2000, pages 1447 - 1450, XP002951142 *

Cited By (15)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2004047024A1 (fr) * 2002-11-19 2004-06-03 Universität Zu Lübeck Procede de recalage d'images
US7639896B2 (en) 2004-08-09 2009-12-29 Carestream Health, Inc. Multimodal image registration using compound mutual information
WO2006026177A1 (fr) * 2004-08-31 2006-03-09 Siemens Medical Solutions Usa, Inc. Procede et systeme de correction de mouvement dans une sequence d'images
US7440628B2 (en) 2004-08-31 2008-10-21 Siemens Medical Solutions Usa, Inc. Method and system for motion correction in a sequence of images
WO2006032855A2 (fr) * 2004-09-21 2006-03-30 Isis Innovation Limited Ameliorations apportees au traitement d'images
WO2006032855A3 (fr) * 2004-09-21 2006-06-01 Isis Innovation Ameliorations apportees au traitement d'images
US7697736B2 (en) * 2004-11-30 2010-04-13 Samsung Electronics Co., Ltd Face detection method and apparatus using level-set method
US7653264B2 (en) 2005-03-04 2010-01-26 The Regents Of The University Of Michigan Method of determining alignment of images in high dimensional feature space
GB2477183A (en) * 2009-12-21 2011-07-27 Siemens Medical Solutions Processing medical imaging data using phase information
GB2477183B (en) * 2009-12-21 2014-08-13 Siemens Medical Solutions Methods and apparatus for processing medical imaging data using phase information
CN104574357A (zh) * 2013-10-16 2015-04-29 康耐视公司 定位带有已知图形的基准点的系统和方法
CN104574357B (zh) * 2013-10-16 2018-09-21 康耐视公司 定位带有已知图形的基准点的系统和方法
CN104732529A (zh) * 2015-03-05 2015-06-24 北京空间机电研究所 一种遥感图像形状特征配准方法
CN105139398A (zh) * 2015-08-26 2015-12-09 武汉大学 一种基于多特征的灰度不均图像快速分割方法
US11010630B2 (en) 2017-04-27 2021-05-18 Washington University Systems and methods for detecting landmark pairs in images

Also Published As

Publication number Publication date
WO2002056241A9 (fr) 2003-01-30

Similar Documents

Publication Publication Date Title
Vemuri et al. Image registration via level-set motion: Applications to atlas-based segmentation
Liu et al. Local frequency representations for robust multimodal image registration
Paragios et al. Non-rigid registration using distance functions
Liu et al. Deformable registration of cortical structures via hybrid volumetric and surface warping
Wang et al. Non-rigid multi-modal image registration using cross-cumulative residual entropy
Wyatt et al. MAP MRF joint segmentation and registration of medical images
Tuzikov et al. Evaluation of the symmetry plane in 3D MR brain images
Commowick et al. An efficient locally affine framework for the smooth registration of anatomical structures
WO2002056241A1 (fr) Algorithmes computationnels pour enregistrement d'images
Pratikakis et al. Robust multiscale deformable registration of 3D ultrasound images
Collignon et al. Surface-based registration of 3D medical images
Schormann et al. Voxel-guided morphometry (" VGM") and application to stroke
Marsland et al. Constructing data-driven optimal representations for iterative pairwise non-rigid registration
Boda Feature-based image registration
de Andrade et al. Segmentation of the prostate gland in images using prior knowledge and level set method
Prima et al. Computation of the mid-sagittal plane in 3D images of the brain
Lorenzen et al. Tumor-induced structural and radiometric asymmetry in brain images
Menon et al. Applicability of non-rigid medical image registration using moving least squares
Gu et al. Multi-modal and multi-temporal image registration in the presence of gross outliers using feature voxel-weighted normalized mutual information
Guo Medical image registration and application to atlas-based segmentation
Geng Transitive inverse-consistent image registration and evaluation
Liu et al. Efficient multi-modal image registration using local-frequency maps
Liu Efficient and robust algorithms for multimodal image registration
Commowick et al. An E cient Locally A ne Framework for the Smooth Registration of Anatomical Structures
Rosas-Romero Tracking of three-dimensional objects with non-rigid deformation estimation in medical images

Legal Events

Date Code Title Description
AK Designated states

Kind code of ref document: A1

Designated state(s): AE AG AL AM AT AU AZ BA BB BG BR BY BZ CA CH CN CO CR CU CZ DE DK DM DZ EC EE ES FI GB GD GE GH GM HR HU ID IL IN IS JP KE KG KP KR KZ LC LK LR LS LT LU LV MA MD MG MK MN MW MX MZ NO NZ PL PT RO RU SD SE SG SI SK SL TJ TM TR TT TZ UA UG US UZ VN YU ZA ZW

AL Designated countries for regional patents

Kind code of ref document: A1

Designated state(s): GH GM KE LS MW MZ SD SL SZ TZ UG ZM ZW AM AZ BY KG KZ MD RU TJ TM AT BE CH CY DE DK ES FI FR GB GR IE IT LU MC NL PT SE TR BF BJ CF CG CI CM GA GN GQ GW ML MR NE SN TD TG

121 Ep: the epo has been informed by wipo that ep was designated in this application
DFPE Request for preliminary examination filed prior to expiration of 19th month from priority date (pct application filed before 20040101)
AK Designated states

Kind code of ref document: C2

Designated state(s): AE AG AL AM AT AU AZ BA BB BG BR BY BZ CA CH CN CO CR CU CZ DE DK DM DZ EC EE ES FI GB GD GE GH GM HR HU ID IL IN IS JP KE KG KP KR KZ LC LK LR LS LT LU LV MA MD MG MK MN MW MX MZ NO NZ PL PT RO RU SD SE SG SI SK SL TJ TM TR TT TZ UA UG US UZ VN YU ZA ZW

AL Designated countries for regional patents

Kind code of ref document: C2

Designated state(s): GH GM KE LS MW MZ SD SL SZ TZ UG ZM ZW AM AZ BY KG KZ MD RU TJ TM AT BE CH CY DE DK ES FI FR GB GR IE IT LU MC NL PT SE TR BF BJ CF CG CI CM GA GN GQ GW ML MR NE SN TD TG

COP Corrected version of pamphlet

Free format text: PAGES 1/13-12/13, DRAWINGS, REPLACED BY NEW PAGES 1/13-12/13

REG Reference to national code

Ref country code: DE

Ref legal event code: 8642

122 Ep: pct application non-entry in european phase
NENP Non-entry into the national phase

Ref country code: JP

WWW Wipo information: withdrawn in national office

Country of ref document: JP