Multimodal Image Fusion and Its Applications.

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . xvii

[1]  Christine Pohl,et al.  Multisensor image fusion in remote sensing: concepts, methods and applications , 1998 .

[2]  D. Leckie Synergism of synthetic aperture radar and visible/infrared data for forest type discrimination. , 1990 .

[3]  Tony F. Chan,et al.  Active contours without edges , 2001, IEEE Trans. Image Process..

[4]  Tony F. Chan,et al.  A Multiphase Level Set Framework for Image Segmentation Using the Mumford and Shah Model , 2002, International Journal of Computer Vision.

[5]  Alfred O. Hero,et al.  Particle filtering for slice-to-volume motion correction in EPI based functional MRI , 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

[6]  Thomas E. Nichols,et al.  Nonparametric permutation tests for functional neuroimaging: A primer with examples , 2002, Human brain mapping.

[7]  Bohyung Han,et al.  Visual Tracking by Continuous Density Propagation in Sequential Bayesian Filtering Framework , 2009, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[8]  J. Tukey,et al.  Performance of Some Resistant Rules for Outlier Labeling , 1986 .

[9]  Colin Studholme,et al.  An overlap invariant entropy measure of 3D medical image alignment , 1999, Pattern Recognit..

[10]  Alfred O. Hero,et al.  Robust spectral unmixing for anomaly detection , 2014, 2014 IEEE Workshop on Statistical Signal Processing (SSP).

[11]  Mohan S. Kankanhalli,et al.  Multimodal fusion for multimedia analysis: a survey , 2010, Multimedia Systems.

[12]  Paul M. Mather,et al.  An assessment of the effectiveness of decision tree methods for land cover classification , 2003 .

[13]  Rupert Lanzenberger,et al.  Finger Somatotopy in Human Motor Cortex , 2001, NeuroImage.

[14]  Alfred O. Hero,et al.  Image registration methods in high‐dimensional space , 2006, Int. J. Imaging Syst. Technol..

[15]  M. Echlin,et al.  A new TriBeam system for three-dimensional multimodal materials analysis. , 2012, The Review of scientific instruments.

[16]  Alfred O. Hero,et al.  STATISTICAL METHODS FOR SIGNAL PROCESSING , 2005 .

[17]  Alfred O. Hero,et al.  Coercive region-level registration for multi-modal images , 2015, 2015 IEEE International Conference on Image Processing (ICIP).

[18]  Jacob Fish,et al.  Bridging the scales in nano engineering and science , 2006 .

[19]  Jamie P. Heather,et al.  A review of image fusion technology in 2005 , 2005, SPIE Defense + Commercial Sensing.

[20]  Knut Conradsen,et al.  Automated Determination of Crystal Orientations from Electron Backscattering Patterns , 1994 .

[21]  Petar M. Djuric,et al.  Gaussian particle filtering , 2003, IEEE Trans. Signal Process..

[22]  Fenghua Jin,et al.  Prospective head‐movement correction for high‐resolution MRI using an in‐bore optical tracking system , 2009, Magnetic resonance in medicine.

[23]  I. Gondal,et al.  Classifier Fusion Using Dempster-Shafer theory of evidence to Predict Breast Cancer Tumors , 2006, TENCON 2006 - 2006 IEEE Region 10 Conference.

[24]  Alfred O. Hero,et al.  Multimodal MRI Neuroimaging with Motion Compensation Based on Particle Filtering , 2015, ArXiv.

[25]  Serge Beucher,et al.  THE WATERSHED TRANSFORMATION APPLIED TO IMAGE SEGMENTATION , 2009 .

[26]  E. Micheli-Tzanakou,et al.  Medical imaging fusion applications: An overview , 2001, Conference Record of Thirty-Fifth Asilomar Conference on Signals, Systems and Computers (Cat.No.01CH37256).

[27]  A. H. J. M. Pellemans,et al.  MERGING MULTISPECTRAL AND PANCHROMATIC SPOT IMAGES WITH RESPECT TO THE RADIOMETRIC PROPERTIES OF THE SENSOR , 1993 .

[28]  Truong Q. Nguyen,et al.  Medical image pseudo coloring by wavelet fusion , 1996, Proceedings of 18th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

[29]  M. Graef,et al.  Structure of Materials: An Introduction to Crystallography, Diffraction and Symmetry , 2004 .

[30]  Jeffrey K. Uhlmann,et al.  New extension of the Kalman filter to nonlinear systems , 1997, Defense, Security, and Sensing.

[31]  Ilya Pollak,et al.  Segmentation of digital microscopy data for the analysis of defect structures in materials using nonlinear diffusions , 2008, Electronic Imaging.

[32]  J.-Y. Boire,et al.  Quantification of brain tissue volumes using MR/MR fusion , 2000, Proceedings of the 22nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (Cat. No.00CH37143).

[33]  Geoffrey J. McLachlan,et al.  Finite Mixture Models , 2019, Annual Review of Statistics and Its Application.

[34]  Xiaodong Tao,et al.  Errors, Artifacts, and Improvements in EBSD Processing and Mapping , 2005, Microscopy and Microanalysis.

[35]  Steven M. LaValle,et al.  Deterministic sampling methods for spheres and SO(3) , 2004, IEEE International Conference on Robotics and Automation, 2004. Proceedings. ICRA '04. 2004.

[36]  D. N. Duhl,et al.  Effect of Minor Elements on the Deformation Behavior of Nickel-Base Superalloys , 1988 .

[37]  Frank Lindseth,et al.  Image fusion of ultrasound and MRI as an aid for assessing anatomical shifts and improving overview and interpretation in ultrasound-guided neurosurgery , 2001, CARS.

[38]  Pedro Larrañaga,et al.  Filter versus wrapper gene selection approaches in DNA microarray domains , 2004, Artif. Intell. Medicine.

[39]  Alfred O. Hero,et al.  Parameter Estimation in Spherical Symmetry Groups , 2015, IEEE Signal Processing Letters.

[40]  E. S. Pearson,et al.  On the Problem of the Most Efficient Tests of Statistical Hypotheses , 1933 .

[41]  C. Brodley,et al.  Decision tree classification of land cover from remotely sensed data , 1997 .

[42]  J Heikkonen,et al.  Multiphase method for automatic alignment of transmission electron microscope images using markers. , 2001, Journal of structural biology.

[43]  Howard Y. Chang,et al.  Decoding global gene expression programs in liver cancer by noninvasive imaging , 2007, Nature Biotechnology.

[44]  Ilya Pollak,et al.  An automated segmentation for nickel-based superalloy , 2008, 2008 15th IEEE International Conference on Image Processing.

[45]  David J. Hawkes,et al.  Modelling Prostate Motion for Data Fusion During Image-Guided Interventions , 2011, IEEE Transactions on Medical Imaging.

[46]  Simon J. Godsill,et al.  On sequential Monte Carlo sampling methods for Bayesian filtering , 2000, Stat. Comput..

[47]  Robert D. Sidman,et al.  Visualization of the Cortical Potential Field by Medical Imaging Data Fusion , 1999, VISUAL.

[48]  N Bonnet,et al.  Image registration in electron microscopy: application of a robust method. , 1988, Journal of electron microscopy technique.

[49]  S J Riederer,et al.  Interleaved echo planar imaging on a standard MRI system , 1994, Magnetic resonance in medicine.

[50]  Luc Devroye,et al.  Combinatorial methods in density estimation , 2001, Springer series in statistics.

[51]  John A. Nelder,et al.  A Simplex Method for Function Minimization , 1965, Comput. J..

[52]  Paul Mineiro,et al.  Robust Sensor Fusion: Analysis and Application to Audio Visual Speech Recognition , 1998, Machine Learning.

[53]  Steven E. Franklin,et al.  An example of satellite multisensor data fusion , 1993 .

[54]  G. S. Watson,et al.  Equatorial distributions on a sphere , 1965 .

[55]  C. A. Glasbey,et al.  Multimodal microscopy by digital image processing , 1996 .

[56]  Demetri Terzopoulos,et al.  Snakes: Active contour models , 2004, International Journal of Computer Vision.

[57]  I. Dhillon,et al.  Modeling Data using Directional Distributions , 2003 .

[58]  Anil K. Jain,et al.  Unsupervised Learning of Finite Mixture Models , 2002, IEEE Trans. Pattern Anal. Mach. Intell..

[59]  D A Agard,et al.  Toward fully automated high-resolution electron tomography. , 1996, Journal of structural biology.

[60]  J. Strzelczyk The Essential Physics of Medical Imaging , 2003 .

[61]  C R Meyer,et al.  Motion correction in fMRI via registration of individual slices into an anatomical volume , 1999, Magnetic resonance in medicine.

[62]  Siem Jan Koopman,et al.  Time Series Analysis by State Space Methods , 2001 .

[63]  Trond Varslot,et al.  IMAGE REGISTRATION: ENHANCING AND CALIBRATING X-RAY MICRO-CT IMAGING , 2008 .

[64]  K. Gorski,et al.  HEALPix: A Framework for High-Resolution Discretization and Fast Analysis of Data Distributed on the Sphere , 2004, astro-ph/0409513.

[65]  Markus Breitenbach,et al.  Mixture of Watson Distributions: A Generative Model for Hyperspherical Embeddings , 2007, AISTATS.

[66]  Stavros Nicolopoulos,et al.  Automatic Crystal Orientation and Phase Mapping in TEM by Precession Diffraction , 2008 .

[67]  Belur V. Dasarathy,et al.  Medical Image Fusion: A survey of the state of the art , 2013, Inf. Fusion.

[68]  Daniel Rueckert,et al.  Fast Volume Reconstruction from Motion Corrupted Stacks of 2D Slices , 2015, IEEE Transactions on Medical Imaging.

[69]  S. Altmann Rotations, Quaternions, and Double Groups , 1986 .

[70]  Stephen J. Wright,et al.  Computational Methods for Sparse Solution of Linear Inverse Problems , 2010, Proceedings of the IEEE.

[71]  D. Hill,et al.  Medical image registration , 2001, Physics in medicine and biology.

[72]  Boklye Kim,et al.  Comprehensive mathematical simulation of functional magnetic resonance imaging time series including motion-related image distortion and spin saturation effect. , 2008, Magnetic resonance imaging.

[73]  Charles R. Meyer,et al.  Demonstration of accuracy and clinical versatility of mutual information for automatic multimodality image fusion using affine and thin-plate spline warped geometric deformations , 1997, Medical Image Anal..

[74]  T. Başar,et al.  A New Approach to Linear Filtering and Prediction Problems , 2001 .

[75]  Alfred O. Hero,et al.  Efficient learning of sparse, distributed, convolutional feature representations for object recognition , 2011, 2011 International Conference on Computer Vision.

[76]  Wen Jiang,et al.  EMAN2: an extensible image processing suite for electron microscopy. , 2007, Journal of structural biology.

[77]  Karl J. Friston,et al.  Spatial registration and normalization of images , 1995 .

[78]  Iqbal Gondal,et al.  Classifier Fusion to Predict Breast Cancer Tumors Based on Microarray Gene Expression Data , 2005, KES.

[79]  Edgar F. Rauch,et al.  Rapid spot diffraction patterns idendification through template matching , 2005 .

[80]  Richard Szeliski,et al.  Spline-Based Image Registration , 1997, International Journal of Computer Vision.

[81]  Rudolph van der Merwe,et al.  The Unscented Kalman Filter , 2002 .

[82]  W. Eric L. Grimson,et al.  Segmentation of brain tissue from magnetic resonance images , 1995, Medical Image Anal..

[83]  Marc Niethammer,et al.  Multi-modal registration for correlative microscopy using image analogies , 2014, Medical Image Anal..

[84]  S. Koch Energy dispersive x-ray spectrometric analysis , 1974 .

[85]  Jordan Muraskin,et al.  Echo‐planar imaging with prospective slice‐by‐slice motion correction using active markers , 2011, Magnetic resonance in medicine.

[86]  P. Nellist Scanning Transmission Electron Microscopy , 2020, Definitions.

[87]  D. E. Amos,et al.  Computation of modified Bessel functions and their ratios , 1974 .

[88]  Fredrik Gustafsson,et al.  Indirect Tire Pressure Monitoring using Sensor Fusion , 2002 .

[89]  Ron Kikinis,et al.  Improved watershed transform for medical image segmentation using prior information , 2004, IEEE Transactions on Medical Imaging.

[90]  Yee Whye Teh,et al.  A Fast Learning Algorithm for Deep Belief Nets , 2006, Neural Computation.

[91]  Rachid Deriche,et al.  A Review of Statistical Approaches to Level Set Segmentation: Integrating Color, Texture, Motion and Shape , 2007, International Journal of Computer Vision.

[92]  Vince D. Calhoun,et al.  A review of multivariate methods for multimodal fusion of brain imaging data , 2012, Journal of Neuroscience Methods.

[93]  Jan Flusser,et al.  Image registration methods: a survey , 2003, Image Vis. Comput..

[94]  Manfred Ehlers,et al.  Multisensor image fusion techniques in remote sensing , 1991 .

[95]  Sascha Krueger,et al.  Prospective real‐time correction for arbitrary head motion using active markers , 2009, Magnetic resonance in medicine.

[96]  Robert Tibshirani,et al.  The Elements of Statistical Learning: Data Mining, Inference, and Prediction, 2nd Edition , 2001, Springer Series in Statistics.

[97]  M. Kendall Statistical Methods for Research Workers , 1937, Nature.

[98]  Stephen J. Pennycook,et al.  Scanning transmission electron microscopy : imaging and analysis , 2011 .

[99]  Max A. Viergever,et al.  Registration of Cervical MRI Using Multifeature Mutual Information , 2009, IEEE Transactions on Medical Imaging.

[100]  Max A. Viergever,et al.  A survey of medical image registration , 1998, Medical Image Anal..

[101]  H. B. Mitchell,et al.  Multi-Sensor Data Fusion: An Introduction , 2007 .

[102]  Marc De Graef,et al.  Dynamical Electron Backscatter Diffraction Patterns. Part I: Pattern Simulations , 2013, Microscopy and Microanalysis.

[103]  Alfred O. Hero,et al.  Statistical estimation and clustering of group-invariant orientation parameters , 2015, 2015 18th International Conference on Information Fusion (Fusion).

[104]  D. Tank,et al.  Brain magnetic resonance imaging with contrast dependent on blood oxygenation. , 1990, Proceedings of the National Academy of Sciences of the United States of America.

[105]  Stefan Klein,et al.  Automatic segmentation of the prostate in 3D MR images by atlas matching using localized mutual information. , 2008, Medical physics.

[106]  S. Aoki,et al.  Magnetic resonance , 2012, International Journal of Computer Assisted Radiology and Surgery.

[107]  Helmut Schaeben,et al.  Grain detection from 2d and 3d EBSD data--specification of the MTEX algorithm. , 2011, Ultramicroscopy.

[108]  S. R. Jammalamadaka,et al.  Directional Statistics, I , 2011 .

[109]  J. Tilton Multisource Data Integration in Remote Sensing , 1991 .

[110]  Ling Shao,et al.  Enhanced Computer Vision With Microsoft Kinect Sensor: A Review , 2013, IEEE Transactions on Cybernetics.

[111]  D C Noll,et al.  Estimating test‐retest reliability in functional MR imaging II: Application to motor and cognitive activation studies , 1997, Magnetic resonance in medicine.

[112]  M. Acciarri,et al.  EBIC, EBSD and TEM study of grain boundaries in multicrystalline silicon cast from metallurgical feedstock , 2008, 2008 33rd IEEE Photovoltaic Specialists Conference.

[113]  George K. Matsopoulos,et al.  Morphological data fusion in medical imaging , 1993, IEEE Winter Workshop on Nonlinear Digital Signal Processing.

[114]  D. L. Hall,et al.  Mathematical Techniques in Multisensor Data Fusion , 1992 .

[115]  João Manuel R S Tavares,et al.  Medical image registration: a review , 2014, Computer methods in biomechanics and biomedical engineering.

[116]  Guy Marchal,et al.  Multimodality image registration by maximization of mutual information , 1997, IEEE Transactions on Medical Imaging.

[117]  Frank Nielsen,et al.  Statistical region merging , 2004, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[118]  Ren Hai Medical image fusion , 2001 .

[119]  Michel Barlaud,et al.  Inward and outward curve evolution using level set method , 1999, Proceedings 1999 International Conference on Image Processing (Cat. 99CH36348).

[120]  Felix Otto,et al.  Threshold Dynamics for Networks with Arbitrary Surface Tensions , 2015 .

[121]  Olivier Gevaert,et al.  non – small cell lung cancer : Identifying Prognostic Imaging Biomarkers by Leveraging Public Gene Expression Microarray Data — Methods and Preliminary Results 1 , 2012 .

[122]  Hyunjin Park,et al.  Improved Motion Correction in fMRI by Joint Mapping of Slices into an Anatomical Volume , 2004, MICCAI.

[123]  Michael A. Groeber,et al.  Digital Representation of Materials Grain Structure , 2011 .

[124]  Somnath Ghosh,et al.  A framework for automated analysis and simulation of 3D polycrystalline microstructures. , 2008 .