Model-based image matching using location
Model-based image matching using location
Localizing Overlapping Parts by Searching the Interpretation Tree
IEEE Transactions on Pattern Analysis and Machine Intelligence
Combinatorial optimization: algorithms and complexity
Combinatorial optimization: algorithms and complexity
Object recognition and localization via pose clustering
Computer Vision, Graphics, and Image Processing
Principal Warps: Thin-Plate Splines and the Decomposition of Deformations
IEEE Transactions on Pattern Analysis and Machine Intelligence
Object recognition by computer: the role of geometric constraints
Object recognition by computer: the role of geometric constraints
Parallel and Deterministic Algorithms from MRFs: Surface Reconstruction
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Method for Registration of 3-D Shapes
IEEE Transactions on Pattern Analysis and Machine Intelligence - Special issue on interpretation of 3-D scenes—part II
Feature-based correspondence: an eigenvector approach
Image and Vision Computing - Special issue: BMVC 1991
Active shape models—their training and application
Computer Vision and Image Understanding
Graphical Templates for Model Registration
IEEE Transactions on Pattern Analysis and Machine Intelligence
Rigid, affine and locally affine registration of free-form surfaces
International Journal of Computer Vision
Matching 3-D anatomical surfaces with non-rigid deformations using octree-splines
International Journal of Computer Vision
A Graduated Assignment Algorithm for Graph Matching
IEEE Transactions on Pattern Analysis and Machine Intelligence
Statistical Approaches to Feature-Based Object Recognition
International Journal of Computer Vision
Multi-Level Shape Representation Using Global Deformations andLocally Adaptive Finite Elements
International Journal of Computer Vision
Graph Matching With a Dual-Step EM Algorithm
IEEE Transactions on Pattern Analysis and Machine Intelligence
Comparing Images Using the Hausdorff Distance
IEEE Transactions on Pattern Analysis and Machine Intelligence
Modal Matching for Correspondence and Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Pairwise Data Clustering by Deterministic Annealing
IEEE Transactions on Pattern Analysis and Machine Intelligence
Shape Matching and Object Recognition Using Shape Contexts
IEEE Transactions on Pattern Analysis and Machine Intelligence
The Softassign Procrustes Matching Algorithm
IPMI '97 Proceedings of the 15th International Conference on Information Processing in Medical Imaging
A geometric criterion for shape-based non-rigid correspondence
ICCV '95 Proceedings of the Fifth International Conference on Computer Vision
Learning an Atlas from Unlabeled Point-Sets
MMBIA '01 Proceedings of the IEEE Workshop on Mathematical Methods in Biomedical Image Analysis (MMBIA'01)
Nonrigid image registration: guest editors' introduction
Computer Vision and Image Understanding - Special issue on nonrigid image registration
Calibrating spectral images using penalized likelihood
Real-Time Imaging - Special issue on spectral imaging
Video-based character animation
Proceedings of the 2005 ACM SIGGRAPH/Eurographics symposium on Computer animation
Handwriting Matching and Its Application to Handwriting Synthesis
ICDAR '05 Proceedings of the Eighth International Conference on Document Analysis and Recognition
Robust Point Matching for Nonrigid Shapes by Preserving Local Neighborhood Structures
IEEE Transactions on Pattern Analysis and Machine Intelligence
Computers and Electronics in Agriculture
Guest editorial: Image fusion: Advances in the state of the art
Information Fusion
Knowledge-based part correspondence
Pattern Recognition
A Laplacian spectral method for stereo correspondence
Pattern Recognition Letters
Global non-rigid alignment of 3-D scans
ACM SIGGRAPH 2007 papers
Generalized surface flows for mesh processing
SGP '07 Proceedings of the fifth Eurographics symposium on Geometry processing
Interactive high-dimensional index for large Chinese calligraphic character databases
ACM Transactions on Asian Language Information Processing (TALIP)
Articulated motion reconstruction from feature points
Pattern Recognition
Methods for Fine Registration of Cadastre Graphs to Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
Shape Estimation Using Polarization and Shading from Two Views
IEEE Transactions on Pattern Analysis and Machine Intelligence
Fast Non-Rigid Surface Detection, Registration and Realistic Augmentation
International Journal of Computer Vision
Structure-oriented contour representation and matching for engineering shapes
Computer-Aided Design
Shape matching and registration by data-driven EM
Computer Vision and Image Understanding
International Journal of Computer Vision
Spectral Correspondence Using the TPS Deformation Model
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks
New Algorithms to Map Asymmetries of 3D Surfaces
MICCAI '08 Proceedings of the 11th international conference on Medical Image Computing and Computer-Assisted Intervention - Part I
MICCAI '08 Proceedings of the 11th international conference on Medical Image Computing and Computer-Assisted Intervention - Part I
Fast Motion Tracking of Tagged MRI Using Angle-Preserving Meshless Registration
MICCAI '08 Proceedings of the 11th International Conference on Medical Image Computing and Computer-Assisted Intervention, Part II
Sparse Approximation of Currents for Statistics on Curves and Surfaces
MICCAI '08 Proceedings of the 11th International Conference on Medical Image Computing and Computer-Assisted Intervention, Part II
MICCAI '08 Proceedings of the 11th International Conference on Medical Image Computing and Computer-Assisted Intervention, Part II
3D reconstruction of a femoral shape using a parametric model and two 2D fluoroscopic images
Computer Vision and Image Understanding
Topology-Invariant Similarity of Nonrigid Shapes
International Journal of Computer Vision
Fast image registration by hierarchical soft correspondence detection
Pattern Recognition
Robust feature point matching by preserving local geometric consistency
Computer Vision and Image Understanding
Möbius voting for surface correspondence
ACM SIGGRAPH 2009 papers
The mixtures of Student's t-distributions as a robust framework for rigid registration
Image and Vision Computing
On the Topology and Geometry of Spaces of Affine Shapes
Journal of Mathematical Imaging and Vision
A dense point-to-point alignment method for realistic 3D face morphing and animation
International Journal of Computer Games Technology - Special issue on cyber games and interactive entertainment
DRAMMS: Deformable Registration via Attribute Matching and Mutual-Saliency Weighting
IPMI '09 Proceedings of the 21st International Conference on Information Processing in Medical Imaging
A Web-Based Search Engine for Chinese Calligraphic Manuscript Images
ICWL '009 Proceedings of the 8th International Conference on Advances in Web Based Learning
A Parallel Point Matching Algorithm for Landmark Based Image Registration Using Multicore Platform
Euro-Par '09 Proceedings of the 15th International Euro-Par Conference on Parallel Processing
Detecting and aligning peaks in mass spectrometry data with applications to MALDI
Computational Biology and Chemistry
Fast normalized cross correlation for motion tracking using basis functions
Computer Methods and Programs in Biomedicine
Automated geospatial conflation of vector road maps to high resolution imagery
IEEE Transactions on Image Processing
3D shape consistent correspondence by using Laplace-Beltrami spectral embeddings
Proceedings of the 8th International Conference on Virtual Reality Continuum and its Applications in Industry
Group-Wise Point-Set Registration Using a Novel CDF-Based Havrda-Charvát Divergence
International Journal of Computer Vision
MICCAI '09 Proceedings of the 12th International Conference on Medical Image Computing and Computer-Assisted Intervention: Part II
A Non-rigid Registration Method for Serial microCT Mouse Hindlimb Images
MICCAI '09 Proceedings of the 12th International Conference on Medical Image Computing and Computer-Assisted Intervention: Part I
Fast Tensor Image Morphing for Elastic Registration
MICCAI '09 Proceedings of the 12th International Conference on Medical Image Computing and Computer-Assisted Intervention: Part I
Example-based performance driven facial shape animation
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Prior affinity measures on matches for ICP-like nonlinear registration of free-form surfaces
ISBI'09 Proceedings of the Sixth IEEE international conference on Symposium on Biomedical Imaging: From Nano to Macro
Improved registration for large electron microscopy images
ISBI'09 Proceedings of the Sixth IEEE international conference on Symposium on Biomedical Imaging: From Nano to Macro
Motion-based enhancement of optical imaging
ISBI'09 Proceedings of the Sixth IEEE international conference on Symposium on Biomedical Imaging: From Nano to Macro
Registration of contours of brain structures through a heat-kernel representation of shape
ISBI'09 Proceedings of the Sixth IEEE international conference on Symposium on Biomedical Imaging: From Nano to Macro
Automatic alignment of stacks of filament data
ISBI'09 Proceedings of the Sixth IEEE international conference on Symposium on Biomedical Imaging: From Nano to Macro
From Images to Shape Models for Object Detection
International Journal of Computer Vision
Combining invariance, robustness, and stability in computer vision
CGIM '08 Proceedings of the Tenth IASTED International Conference on Computer Graphics and Imaging
Deformation-driven shape correspondence
SGP '08 Proceedings of the Symposium on Geometry Processing
Automatic registration for articulated shapes
SGP '08 Proceedings of the Symposium on Geometry Processing
A quadratic programming based cluster correspondence projection algorithm for fast point matching
Computer Vision and Image Understanding
Generalized Thin-Plate Spline Warps
International Journal of Computer Vision
Automatic 3d free form shape matching using the graduated assignment algorithm
Pattern Recognition
Automated tag tracking using Gabor filter bank, robust point matching, and deformable models
FIMH'07 Proceedings of the 4th international conference on Functional imaging and modeling of the heart
Mosaicing touchless and mirror-reflected fingerprint images
IEEE Transactions on Information Forensics and Security
Affine iterative closest point algorithm for point set registration
Pattern Recognition Letters
2D motion analysis of long axis cardiac tagged MRI
MICCAI'07 Proceedings of the 10th international conference on Medical image computing and computer-assisted intervention
MICCAI'07 Proceedings of the 10th international conference on Medical image computing and computer-assisted intervention - Volume Part I
Measuring brain variability via sulcal lines registration: a diffeomorphic approach
MICCAI'07 Proceedings of the 10th international conference on Medical image computing and computer-assisted intervention - Volume Part I
Generalized surface flows for deformable registration and cortical matching
MICCAI'07 Proceedings of the 10th international conference on Medical image computing and computer-assisted intervention - Volume Part I
A branch & bound algorithm for medical image registration
IWCIA'08 Proceedings of the 12th international conference on Combinatorial image analysis
Proceedings of the ACM International Conference on Image and Video Retrieval
Efficient template-based path imitation by invariant feature mapping
ROBIO'09 Proceedings of the 2009 international conference on Robotics and biomimetics
Characterization of 3-D coronary tree motion from MSCT angiography
IEEE Transactions on Information Technology in Biomedicine
Detecting object boundaries using low-, mid-, and high-level information
Computer Vision and Image Understanding
Bi-directional labeled point matching
ISBI'10 Proceedings of the 2010 IEEE international conference on Biomedical imaging: from nano to Macro
A point based non-rigid registration for tumor resection using IMRI
ISBI'10 Proceedings of the 2010 IEEE international conference on Biomedical imaging: from nano to Macro
On affine registration of planar point sets using complex numbers
Computer Vision and Image Understanding
A globally optimal approach for 3D elastic motion estimation from stereo sequences
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part IV
Rotation invariant non-rigid shape matching in cluttered scenes
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part V
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
A robust hybrid method for nonrigid image registration
Pattern Recognition
Simultaneous geometric - iconic registration
MICCAI'10 Proceedings of the 13th international conference on Medical image computing and computer-assisted intervention: Part II
Groupwise registration by hierarchical anatomical correspondence detection
MICCAI'10 Proceedings of the 13th international conference on Medical image computing and computer-assisted intervention: Part II
Hierachical spherical harmonics based deformable HARDI registration
MIAR'10 Proceedings of the 5th international conference on Medical imaging and augmented reality
GPU acceleration of robust point matching
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part III
Versatile spectral methods for point set matching
Pattern Recognition Letters
A Novel Kernel Correlation Model with the Correspondence Estimation
Journal of Mathematical Imaging and Vision
The thin plate spline robust point matching (TPS-RPM) algorithm: A revisit
Pattern Recognition Letters
Shape context and chamfer matching in cluttered scenes
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
A direct method for estimating planar projective transform
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part II
3-D diffeomorphic shape registration on hippocampal data sets
MICCAI'05 Proceedings of the 8th international conference on Medical image computing and computer-assisted intervention - Volume Part II
DASFAA'11 Proceedings of the 16th international conference on Database systems for advanced applications - Volume Part I
Skeleton Search: Category-Specific Object Recognition and Segmentation Using a Skeletal Shape Model
International Journal of Computer Vision
Expression transfer for facial sketch animation
Signal Processing
Point pattern matching for 2-D point sets with regular structure
SCIA'11 Proceedings of the 17th Scandinavian conference on Image analysis
Cultural Heritage: Symmetry and template guided completion of damaged skulls
Computers and Graphics
IPMI'11 Proceedings of the 22nd international conference on Information processing in medical imaging
Reconstruction of 4D-CT from a single free-breathing 3D-CT by spatial-temporal image registration
IPMI'11 Proceedings of the 22nd international conference on Information processing in medical imaging
Journal of Computational Physics
Comparative study of algorithms for matching sets of reference points
Pattern Recognition and Image Analysis
A hybrid approach based on MEP and CSP for contour registration
Applied Soft Computing
Using diagonals of orthogonal projection matrices for affine invariant contour matching
Image and Vision Computing
Immediate structured visual search for medical images
MICCAI'11 Proceedings of the 14th international conference on Medical image computing and computer-assisted intervention - Volume Part III
A localization framework under non-rigid deformation for robotic surgery
ISVC'11 Proceedings of the 7th international conference on Advances in visual computing - Volume Part I
MICCAI'11 Proceedings of the 2011 international conference on Prostate cancer imaging: image analysis and image-guided interventions
A PET/CT directed, 3D ultrasound-guided biopsy system for prostate cancer
MICCAI'11 Proceedings of the 2011 international conference on Prostate cancer imaging: image analysis and image-guided interventions
A new graph matching method for point-set correspondence using the EM algorithm and Softassign
Computer Vision and Image Understanding
A new closed-form information metric for shape analysis
MICCAI'06 Proceedings of the 9th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part I
Fast memory-efficient generalized belief propagation
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part IV
Mammographic registration: proposal and evaluation of a new approach
IWDM'06 Proceedings of the 8th international conference on Digital Mammography
Retrieval of chinese calligraphic character image
PCM'04 Proceedings of the 5th Pacific Rim conference on Advances in Multimedia Information Processing - Volume Part I
IPMI'05 Proceedings of the 19th international conference on Information Processing in Medical Imaging
Capturing anatomical shape variability using b-spline registration
IPMI'05 Proceedings of the 19th international conference on Information Processing in Medical Imaging
A graph spectral approach to consistent labelling
ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part II
Registering histological and MR images of prostate for image-based cancer detection
MICCAI'06 Proceedings of the 9th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part II
Simultaneous nonrigid registration of multiple point sets and atlas construction
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part III
The alignment between 3-d data and articulated shapes with bending surfaces
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part III
A constrained ant colony algorithm for image registration
ICIC'06 Proceedings of the 2006 international conference on Computational Intelligence and Bioinformatics - Volume Part III
Kernel spectral correspondence matching using label consistency constraints
ICIAP'05 Proceedings of the 13th international conference on Image Analysis and Processing
3D functional models of monkey brain through elastic registration of histological sections
ICIAP'05 Proceedings of the 13th international conference on Image Analysis and Processing
Some new results on non-rigid correspondence and classification of curves
EMMCVPR'05 Proceedings of the 5th international conference on Energy Minimization Methods in Computer Vision and Pattern Recognition
Feature-Based Deformable Surface Detection with Self-Occlusion Reasoning
International Journal of Computer Vision
Automatic inter-subject registration of whole body images
WBIR'06 Proceedings of the Third international conference on Biomedical Image Registration
A novel 3d/2d correspondence building method for anatomy-based registration
WBIR'06 Proceedings of the Third international conference on Biomedical Image Registration
A face cartoon producer for digital content service
Mobile Multimedia Processing
Real-time image mosaicing using non-rigid registration
PSIVT'11 Proceedings of the 5th Pacific Rim conference on Advances in Image and Video Technology - Volume Part I
Shape matching and recognition using group-wised points
PSIVT'11 Proceedings of the 5th Pacific Rim conference on Advances in Image and Video Technology - Volume Part II
Exploring collections of 3D models using fuzzy correspondences
ACM Transactions on Graphics (TOG) - SIGGRAPH 2012 Conference Proceedings
Registering sets of points using Bayesian regression
Neurocomputing
A non-rigid appearance model for shape description and recognition
Pattern Recognition
Geometric graph comparison from an alignment viewpoint
Pattern Recognition
Planar shape representation and matching under projective transformation
Computer Vision and Image Understanding
Image and Vision Computing
WBIR'12 Proceedings of the 5th international conference on Biomedical Image Registration
Elastic image registration for guiding focal laser ablation of prostate cancer: Preliminary results
Computer Methods and Programs in Biomedicine
An optimization approach for extracting and encoding consistent maps in a shape collection
ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH Asia 2012
Smooth point-set registration using neighboring constraints
Pattern Recognition Letters
VIS-a-VE: visual augmentation for virtual environments in surgical training
EUROVIS'05 Proceedings of the Seventh Joint Eurographics / IEEE VGTC conference on Visualization
Template deformation for point cloud fitting
SPBG'06 Proceedings of the 3rd Eurographics / IEEE VGTC conference on Point-Based Graphics
Fingerprint matching with an evolutionary approach
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
Detection, classification and estimation of individual shapes in 2D and 3D point clouds
Computational Statistics & Data Analysis
Robust point matching revisited: a concave optimization approach
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part II
Non-rigid shape registration: a single linear least squares framework
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VII
In defence of RANSAC for outlier rejection in deformable registration
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part IV
Contour-based shape representation using principal curves
Pattern Recognition
Feature-Preserved 3D Canonical Form
International Journal of Computer Vision
Robust anatomical correspondence detection by graph matching with sparsity constraint
MCV'12 Proceedings of the Second international conference on Medical Computer Vision: recognition techniques and applications in medical imaging
Robust non-rigid point registration based on feature-dependant finite mixture model
Pattern Recognition Letters
Elastic image registration using hierarchical spatially based mean shift
Computers in Biology and Medicine
Joint learning of appearance and transformation for predicting brain MR image registration
IPMI'13 Proceedings of the 23rd international conference on Information Processing in Medical Imaging
Robust point pattern matching based on spectral context
Pattern Recognition
Special Section on CAD/Graphics 2013: Confidence-driven image co-matting
Computers and Graphics
International Journal of Computer Vision
Sparse iterative closest point
SGP '13 Proceedings of the Eleventh Eurographics/ACMSIGGRAPH Symposium on Geometry Processing
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Feature-based methods for non-rigid registration frequently encounter the correspondence problem. Regardless of whether points, lines, curves or surface parameterizations are used, feature-based non-rigid matching requires us to automatically solve for correspondences between two sets of features. In addition, there could be many features in either set that have no counterparts in the other. This outlier rejection problem further complicates an already difficult correspondence problem. We formulate feature-based non-rigid registration as a non-rigid point matching problem. After a careful review of the problem and an in-depth examination of two types of methods previously designed for rigid robust point matching (RPM), we propose a new general framework for non-rigid point matching. We consider it a general framework because it does not depend on any particular form of spatial mapping. We have also developed an algorithm--the TPS-RPM algorithm--with the thin-plate spline (TPS) as the parameterization of the non-rigid spatial mapping and the softassign for the correspondence. The performance of the TPS-RPM algorithm is demonstrated and validated in a series of carefully designed synthetic experiments. In each of these experiments, an empirical comparison with the popular iterated closest point (ICP) algorithm is also provided. Finally, we apply the algorithm to the problem of non-rigid registration of cortical anatomical structures which is required in brain mapping. While these results are somewhat preliminary, they clearly demonstrate the applicability of our approach to real world tasks involving feature-based non-rigid registration.