Fronts propagating with curvature-dependent speed: algorithms based on Hamilton-Jacobi formulations
Journal of Computational Physics
Principal Warps: Thin-Plate Splines and the Decomposition of Deformations
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
Curvature-based approach to point correspondence recovery in conformal nonrigid motion
CVGIP: Image Understanding
Shape Modeling with Front Propagation: A Level Set Approach
IEEE Transactions on Pattern Analysis and Machine Intelligence
Active shape models—their training and application
Computer Vision and Image Understanding
Rigid, affine and locally affine registration of free-form surfaces
International Journal of Computer Vision
New feature points based on geometric invariants for 3D image registration
International Journal of Computer Vision
An application of heuristic search methods to edge and contour detection
Communications of the ACM
Medical Image Registration Using Geometric Hashing
IEEE Computational Science & Engineering
Finite-Element Methods for Active Contour Models and Balloons for 2-D and 3-D Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
Space-Time Statistical Model for Functional MRI Image Sequences
IPMI '97 Proceedings of the 15th International Conference on Information Processing in Medical Imaging
Segmentation of Medical Image Objects Using Deformable Shape Loci
IPMI '97 Proceedings of the 15th International Conference on Information Processing in Medical Imaging
Non-rigid Curve Correspondence for Estimating Heart Motion
IPMI '97 Proceedings of the 15th International Conference on Information Processing in Medical Imaging
Bayesian Detection of Random Signals on Random Backgrounds
IPMI '97 Proceedings of the 15th International Conference on Information Processing in Medical Imaging
Deformation for Image Guided Interventions Using a Three Component Tissue Model
IPMI '97 Proceedings of the 15th International Conference on Information Processing in Medical Imaging
Dense Non-Rigid Motion Estimation in Sequences of 3D Images Using Differential Constraints
CVRMed '95 Proceedings of the First International Conference on Computer Vision, Virtual Reality and Robotics in Medicine
CVRMed '95 Proceedings of the First International Conference on Computer Vision, Virtual Reality and Robotics in Medicine
CVRMed-MRCAS '97 Proceedings of the First Joint Conference on Computer Vision, Virtual Reality and Robotics in Medicine and Medial Robotics and Computer-Assisted Surgery
CVRMed-MRCAS '97 Proceedings of the First Joint Conference on Computer Vision, Virtual Reality and Robotics in Medicine and Medial Robotics and Computer-Assisted Surgery
Segmentation and Measurement of the Cortex from 3D MR Images
MICCAI '98 Proceedings of the First International Conference on Medical Image Computing and Computer-Assisted Intervention
Brain Shift Modeling for Use in Neurosurgery
MICCAI '98 Proceedings of the First International Conference on Medical Image Computing and Computer-Assisted Intervention
MICCAI '98 Proceedings of the First International Conference on Medical Image Computing and Computer-Assisted Intervention
Range of Motion after Total Hip Arthoplastry: Simulation of Non-axisymmetric Implants
MICCAI '98 Proceedings of the First International Conference on Medical Image Computing and Computer-Assisted Intervention
Computer Assisted Quantitative Analysis of Deformities of the Human Spine
MICCAI '98 Proceedings of the First International Conference on Medical Image Computing and Computer-Assisted Intervention
Fast Quantification of Abdominal Aortic Aneurysms from CTA Volumes
MICCAI '98 Proceedings of the First International Conference on Medical Image Computing and Computer-Assisted Intervention
MICCAI '98 Proceedings of the First International Conference on Medical Image Computing and Computer-Assisted Intervention
Motion Analysis of the Right Ventricle From MRI Images
MICCAI '98 Proceedings of the First International Conference on Medical Image Computing and Computer-Assisted Intervention
The Correlation Ratio as a New Similarity Measure for Multimodal Image Registration
MICCAI '98 Proceedings of the First International Conference on Medical Image Computing and Computer-Assisted Intervention
MICCAI '98 Proceedings of the First International Conference on Medical Image Computing and Computer-Assisted Intervention
POP: Preoperative Planning and Simulation Software for Total Hip Replacement Surgery
MICCAI '99 Proceedings of the Second International Conference on Medical Image Computing and Computer-Assisted Intervention
Three Dimensional MR-Based Morphometric Comparison of Schizophrenic and Normal Cerebral Ventricles
VBC '96 Proceedings of the 4th International Conference on Visualization in Biomedical Computing
ICCV '95 Proceedings of the Fifth International Conference on Computer Vision
ICCV '95 Proceedings of the Fifth International Conference on Computer Vision
The EASI project-improving the effectiveness and quality of image-guided surgery
IEEE Transactions on Information Technology in Biomedicine
IEEE Transactions on Pattern Analysis and Machine Intelligence
Deformation with hierarchical B-splines
Mathematical Methods for Curves and Surfaces
A Variational Approach for the Segmentation of the Left Ventricle in Cardiac Image Analysis
International Journal of Computer Vision
Texture-Adaptive Active Contour Models
ICAPR '01 Proceedings of the Second International Conference on Advances in Pattern Recognition
Combining Edge, Region, and Shape Information to Segment the Left Ventricle in Cardiac MR Images
MICCAI '01 Proceedings of the 4th International Conference on Medical Image Computing and Computer-Assisted Intervention
Automatic Hybrid Segmentation of Dual Contrast Cardiac MR Data
MICCAI '02 Proceedings of the 5th International Conference on Medical Image Computing and Computer-Assisted Intervention-Part I
An Automated Segmentation Method of Kidney Using Statistical Information
MICCAI '02 Proceedings of the 5th International Conference on Medical Image Computing and Computer-Assisted Intervention-Part I
Gyral Parcellation of the Cortical Surface Using Geodesic Voronoï Diagrams
MICCAI '02 Proceedings of the 5th International Conference on Medical Image Computing and Computer-Assisted Intervention-Part I
Evaluation of Image Quality in Medical Volume Visualization: The State of the Art
MICCAI '02 Proceedings of the 5th International Conference on Medical Image Computing and Computer-Assisted Intervention-Part II
Classification-Driven Pathological Neuroimage Retrieval Using Statistical Asymmetry Measures
MICCAI '01 Proceedings of the 4th International Conference on Medical Image Computing and Computer-Assisted Intervention
Deformable Organisms for Automatic Medical Image Analysis
MICCAI '01 Proceedings of the 4th International Conference on Medical Image Computing and Computer-Assisted Intervention
Non-rigid registration using distance functions
Computer Vision and Image Understanding - Special issue on nonrigid image registration
Novel indexing method of relations between salient objects
Effective databases for text & document management
Image Registration Using Hierarchical B-Splines
IEEE Transactions on Visualization and Computer Graphics
The Relevance of Non-Generic Events in Scale Space Models
International Journal of Computer Vision
Integrating similarity-based queries in image DBMSs
Proceedings of the 2004 ACM symposium on Applied computing
A review of vessel extraction techniques and algorithms
ACM Computing Surveys (CSUR)
Multivariate image analysis in biomedicine
Journal of Biomedical Informatics
Analyzing magnetic resonance images of Iberian pork loin to predict its sensorial characteristics
Computer Vision and Image Understanding
Using Catastrophe Theory to Derive Trees from Images
Journal of Mathematical Imaging and Vision
A multiresolution diffused expectation-maximization algorithm for medical image segmentation
Computers in Biology and Medicine
A Bayesian Approach to Deformed Pattern Matching of Iris Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
A top-down region dividing approach for image segmentation
Pattern Recognition
Semantics and CBIR: a medical imaging perspective
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
3D Reconstruction on MRI to Analyse Marbling and Fat Level in Iberian Loin
IbPRIA '07 Proceedings of the 3rd Iberian conference on Pattern Recognition and Image Analysis, Part I
Automatic MRI Brain Segmentation with Combined Atlas-Based Classification and Level-Set Approach
ICIAR '08 Proceedings of the 5th international conference on Image Analysis and Recognition
MIAR '08 Proceedings of the 4th international workshop on Medical Imaging and Augmented Reality
Journal of Biomedical Informatics
Medical volume segmentation using bank of Gabor filters
Proceedings of the 2009 ACM symposium on Applied Computing
A multidimensional segmentation evaluation for medical image data
Computer Methods and Programs in Biomedicine
Bilinear Models for Spatio-Temporal Point Distribution Analysis
International Journal of Computer Vision
Recovery of myocardial kinematic function without the time history of external loads
EURASIP Journal on Advances in Signal Processing - Image processing and analysis in biomechanics
Computer Vision and Image Understanding
DS-RT '09 Proceedings of the 2009 13th IEEE/ACM International Symposium on Distributed Simulation and Real Time Applications
3D Multi-branch Tubular Surface and Centerline Extraction with 4D Iterative Key Points
MICCAI '09 Proceedings of the 12th International Conference on Medical Image Computing and Computer-Assisted Intervention: Part II
Knowledge modeling for the image understanding task as a design task
Expert Systems with Applications: An International Journal
Feature extraction of brain CT image based on target shape
CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
International Journal of Computer Vision
Volumetric analysis of the heart using echocardiography
FIMH'07 Proceedings of the 4th international conference on Functional imaging and modeling of the heart
Multiresolution approach to biomedical image segmentation with statistical models of appearance
Scale Space'03 Proceedings of the 4th international conference on Scale space methods in computer vision
Three dimensional position measurement for maxillofacial surgery by stereo X-ray images
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part II
Vertebral mobility analysis using anterior faces detection
ACIVS'07 Proceedings of the 9th international conference on Advanced concepts for intelligent vision systems
Artificial Intelligence in Medicine
Segmentation of medical images using geo-theoretic distance matrix in fuzzy clustering
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
3D ultrasound image reconstruction based on VTK
SIP'10 Proceedings of the 9th WSEAS international conference on Signal processing
Automation of the medical diagnosis process using semantic image interpretation
ADBIS'10 Proceedings of the 14th east European conference on Advances in databases and information systems
A patient specific electro-mechanical model of the heart
Computer Methods and Programs in Biomedicine
Integrating images to patient electronic medical records through content-based retrieval techniques
CBMS'03 Proceedings of the 16th IEEE conference on Computer-based medical systems
A design pattern coupling role and component concepts: Application to medical software
Journal of Systems and Software
WSEAS Transactions on Signal Processing
Cytology imaging segmentation using the locally constrained watershed transform
ISMM'11 Proceedings of the 10th international conference on Mathematical morphology and its applications to image and signal processing
Expert Systems with Applications: An International Journal
A new interactive segmentation scheme based on fuzzy affinity and live-wire
FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part I
Segmentation informed by manifold learning
EMMCVPR'05 Proceedings of the 5th international conference on Energy Minimization Methods in Computer Vision and Pattern Recognition
Computational anatomy and computational physiology for medical image analysis
CVBIA'05 Proceedings of the First international conference on Computer Vision for Biomedical Image Applications
Automatic image description based on textual data
Journal on Data Semantics VII
Modeling of echocardiogram video based on views and states
ICVGIP'06 Proceedings of the 5th Indian conference on Computer Vision, Graphics and Image Processing
From restoration by topological gradient to medical image segmentation via an asymptotic expansion
Mathematical and Computer Modelling: An International Journal
IEA/AIE'12 Proceedings of the 25th international conference on Industrial Engineering and Other Applications of Applied Intelligent Systems: advanced research in applied artificial intelligence
Automatic closed edge detection using level lines selection
ICIAR'07 Proceedings of the 4th international conference on Image Analysis and Recognition
Enhancing neuroanatomy education using computer-based instructional material
Computers in Human Behavior
Computers in Biology and Medicine
A Reflexion on Implementation Version for Active Appearance Model
International Journal of Computer Vision and Image Processing
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The analysis of medical images has been woven into the fabric of the Pattern Analysis and Machine Intelligence (PAMI) community since the earliest days of these Transactions. Initially, the efforts in this area were seen as applying pattern analysis and computer vision techniques to another interesting dataset. However, over the last two to three decades, the unique nature of the problems presented within this area of study have led to the development of a new discipline in its own right. Examples of these include: the types of image information that are acquired, the fully three-dimensional image data, the nonrigid nature of object motion and deformation, and the statistical variation of both the underlying normal and abnormal ground truth. In this paper, we look at progress in the field over the last 20 years and suggest some of the challenges that remain for the years to come.