Non-Rigid Registration on SPIE 2002

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Non-Rigid Registration on SPIE 2002

• First Part TPS

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List of related papers

• ltThree-dimensional warping registration of the
  pelvis and prostategt
• ltNonrigid mammogram registration using mutual
  informationgt
• ltShape-adapted motion model based on thin-plate
  splines and point clustering for point ser
  registrationgt

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Warping Registration

• Three-dimensional warping registration of the
  pelvis and prostate
• Baowei Fei, Corey Kemper,David L Wilson
• Case Western Reserve University
• University Hospitals of Cleveland

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Warping Registration

• Automatic rigid body registration to get global
  transformation
• Local warping registration
• Object Pelvis MR image

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Warping Registration

• Similarity measurements
• Mutual Information
• Correlation Coefficient

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Warping Registration

• Rigid Body Registration with Special Features
• Multi-resolution approach
• Low ResolutionCC
• Simplex
• Full ResolutionMI
• Restart local maximum

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Warping Registration

• Control Point selection
• Manual
• Control Point optimization
• Volume of Interest
• Simplex VOI
• TPS warping
• 3-D TPS transformation

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Warping Registration

• Experiments
• Control Point Selection 180
• Comparison
• Warping Rigid registration
• Condition of robust
• CC MI
• restarting mechanism

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Mammogram registration

• Nonrigid mammogram registration using mutual
  information
• Michael A.Wirth, Jay Narhan, Derek Gray
• University of Guelph

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Mammogram registration

• Object Mammogram Images
• Comparative Analysis--- mammograms are inspected
  for characteristic signs of potential cancer
  through the comparison of various analogous
  bilateral or temporal mammograms

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Mammogram registration

• Mammogram from MIAS digital mammogram database.
• Website
• http//www.wiau.man.ac.uk/services/MIAS/MIASweb.ht
  ml

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Mammogram registraion

• Deformable behavior of breast
• acquisition process 3D positioning of the
  breast, amount and geometry of compression
  applied to it.
• Breast is deformable, mobile, soft-tissue
  structure

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Mammogram Registration

• Mutual Information
• Thin-Plate Splines
• n Control Points

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Mammogram registration

• Hierarchical registration algorithm

Global Registration
Localized (rigid) sub-image registration
Nonrigid registration TPS
Registered mammograms
Displacement vector field
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Motion model Based

• Shape-adapted motion model based on thin-plate
  splines and point clustering for point ser
  registration
• Julian Mattes, Hohannes Fieres, R.Eils
• German Cancer Research Center

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Motion Model Based

• Registration
• Cost functional
• Optimization strategy
• The specification of deformation----
• Motion Model

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Motion model based

• Landmarks are placed to adapt to the shape
• DOF
• Best-fitting deformation with minimal DOF

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Motion model based

• Distance Cluster Method
• Octree Method
• Annealing Method