Parametric and nonparametric approaches for multisensor data fusion.

PARAMETRIC AND NONPARAMETRIC APPROACHES FOR MULTISENSOR DATA FUSION

[1]  Belur V. Dasarathy,et al.  Sensor fusion potential exploitation-innovative architectures and illustrative applications , 1997, Proc. IEEE.

[2]  H. V. Trees Detection, Estimation, And Modulation Theory , 2001 .

[3]  Stefan Werner,et al.  Experimental results in autonomous landing approaches by dynamic machine vision , 1994, Defense, Security, and Sensing.

[4]  Robin R. Murphy,et al.  Dempster-Shafer theory for sensor fusion in autonomous mobile robots , 1998, IEEE Trans. Robotics Autom..

[5]  Anjani Jain,et al.  Approximations for the Random Minimal Spanning Tree with Application to Network Provisioning , 1988, Oper. Res..

[6]  Gérard Chollet,et al.  Multilevel data fusion approach for gradually upgrading the performances of identity verification systems , 1999, Defense, Security, and Sensing.

[7]  Richard M. Leahy,et al.  Multispectral tissue classification of MR images using sensor fusion approaches , 1990, Medical Imaging: Image Processing.

[8]  Sridhar Lakshmanan,et al.  An algorithm for detecting roads and obstacles in radar images , 2001, IEEE Trans. Veh. Technol..

[9]  Tony P. Pridmore,et al.  Geometrical Modeling from Multiple Stereo Views , 1989, Int. J. Robotics Res..

[10]  Sridhar Lakshmanan,et al.  A Deformable Template Approach to Detecting Straight Edges in Radar Images , 1996, IEEE Trans. Pattern Anal. Mach. Intell..

[11]  Ernst D. Dickmanns,et al.  Recursive 3-D Road and Relative Ego-State Recognition , 1992, IEEE Trans. Pattern Anal. Mach. Intell..

[12]  Morgan McGuire,et al.  Techniques for multiresolution image registration in the presence of occlusions , 2000, IEEE Trans. Geosci. Remote. Sens..

[13]  Siamak Khorram,et al.  A feature-based image registration algorithm using improved chain-code representation combined with invariant moments , 1999, IEEE Trans. Geosci. Remote. Sens..

[14]  Surender K Kenue,et al.  Lanelok: Detection Of Lane Boundaries And Vehicle Tracking Using Image-Processing Techniques - Part I: Hough-Transform, Region-Tracing And Correlation Algorithms , 1989, Other Conferences.

[15]  Bernadette Dorizzi,et al.  Neural networks and fuzzy data fusion. Application to an on-line and real time vehicle detection system , 1999, Pattern Recognit. Lett..

[16]  D.J. Kriegman,et al.  Stereo vision and navigation in buildings for mobile robots , 1989, IEEE Trans. Robotics Autom..

[17]  Shang-Liang Chen,et al.  Data fusion neural network for tool condition monitoring in CNC milling machining , 2000 .

[18]  Oliver E. Drummond Methodologies for performance evaluation of multitarget multisensor tracking , 1999, Optics & Photonics.

[19]  R. Ravi,et al.  Spanning trees short or small , 1994, SODA '94.

[20]  Alfred O. Hero,et al.  Detection of curved road edges in radar images via deformable templates , 1997, Proceedings of International Conference on Image Processing.

[21]  Xavier Otazu,et al.  Multiresolution-based image fusion with additive wavelet decomposition , 1999, IEEE Trans. Geosci. Remote. Sens..

[22]  Barbara T. Sweet,et al.  Image processing and fusion for landing guidance , 1996, Defense, Security, and Sensing.

[23]  Alfred O. Hero,et al.  Road and lane edge detection with multisensor fusion methods , 1999, Proceedings 1999 International Conference on Image Processing (Cat. 99CH36348).

[24]  S. Kullback,et al.  Information Theory and Statistics , 1959 .

[25]  M. Basseville Distance measures for signal processing and pattern recognition , 1989 .

[26]  Jong-Sen Lee,et al.  Speckle analysis and smoothing of synthetic aperture radar images , 1981 .

[27]  Anil K. Jain,et al.  Detecting straight edges in millimeter-wave images , 1995, Proceedings., International Conference on Image Processing.

[28]  O. Basset,et al.  Fusion of ultrasonic and radiographic images of the breast , 1996, 1996 IEEE Ultrasonics Symposium. Proceedings.

[29]  Ronald P. S. Mahler,et al.  Adaptive data fusion using finite-set statistics , 1999, Defense, Security, and Sensing.

[30]  T. Kozek,et al.  Road lane marker extraction by motion-detector CNNs , 1998, 1998 IEEE International Joint Conference on Neural Networks Proceedings. IEEE World Congress on Computational Intelligence (Cat. No.98CH36227).

[31]  Yongmin Kim,et al.  Image-based registration of ultrasound and magnetic resonance images: a preliminary study , 2000, Medical Imaging.

[32]  Guy Marchal,et al.  Automated Multimodality Medical Images Registration using Information Theory , 1995 .

[33]  Lawrence B. Wolff,et al.  Image fusion for enhanced visualization of brain imaging , 1999, Medical Imaging.

[34]  Allen Gersho,et al.  Vector quantization and signal compression , 1991, The Kluwer international series in engineering and computer science.

[35]  Alfred O. Hero,et al.  Robust entropy estimation strategies based on edge weighted random graphs , 1998, Optics & Photonics.

[36]  Charles T. Zahn,et al.  and Describing GestaltClusters , 1971 .

[37]  George J. Klir,et al.  Fuzzy sets, uncertainty and information , 1988 .

[38]  A. Gualtierotti H. L. Van Trees, Detection, Estimation, and Modulation Theory, , 1976 .

[39]  Jacek M. Zurada,et al.  Introduction to artificial neural systems , 1992 .

[40]  Pierre Valin,et al.  Fusion of imaging and nonimaging sensor information for airborne surveillance , 1999, Defense, Security, and Sensing.

[41]  C. W. Swonger,et al.  A prospectus for automatic target recognition , 1989 .

[42]  Paolo Bison,et al.  Sensor fusion for localization using possibility theory , 1999 .

[43]  Peter C. Cheeseman,et al.  In Defense of Probability , 1985, IJCAI.

[44]  Agustín Jiménez,et al.  Multisensor Fusion: An Autonomous Mobile Robot , 1998, J. Intell. Robotic Syst..

[45]  Nikhil R. Pal,et al.  Cluster validation using graph theoretic concepts , 1997, Pattern Recognit..

[46]  Kidiyo Kpalma,et al.  Automatic registration of ERS and SPOT multisensor images in a data fusion context , 2000 .

[47]  J. Friedman,et al.  Multivariate generalizations of the Wald--Wolfowitz and Smirnov two-sample tests , 1979 .

[48]  G. Passariello,et al.  Multisensor fusion for atrial and ventricular activity detection in coronary care monitoring , 1999, IEEE Transactions on Biomedical Engineering.

[49]  R. E. Bethel,et al.  A PDF multisensor multitarget tracker , 1998 .

[50]  Joel Igbokwe,et al.  Geometrical processing of multi-sensoral multi-temporal satellite images for change detection studies , 1999 .

[51]  Alfred O. Hero,et al.  Pavement boundary detection via circular shape models , 2000, Proceedings of the IEEE Intelligent Vehicles Symposium 2000 (Cat. No.00TH8511).

[52]  Mehrdad Soumekh Signal subspace fusion of uncalibrated sensors with application in SAR and diagnostic medicine , 1999, IEEE Trans. Image Process..

[53]  Terrance L. Huntsberger,et al.  Neural Network Model For Fusion Of Visible And Infrared Sensor Outputs , 1989, Optics East.

[54]  Alfonso Farina,et al.  Coherent radar detection in log-normal clutter , 1986 .

[55]  Robert C. Harney Sensor fusion for target recognition: a review of fundamentals and a potential approach to multisensor requirements allocation , 1994, Optics & Photonics.

[56]  Alfred O. Hero,et al.  Simultaneous detection of lane and pavement boundaries using model-based multisensor fusion , 2000, IEEE Trans. Intell. Transp. Syst..

[57]  Michel Defrise,et al.  Symmetric Phase-Only Matched Filtering of Fourier-Mellin Transforms for Image Registration and Recognition , 1994, IEEE Trans. Pattern Anal. Mach. Intell..

[58]  Dirk Borghys,et al.  Long-range target detection in a cluttered environment using multisensor image sequences , 1997, Defense, Security, and Sensing.

[59]  James S.J. Lee Multiple Sensor Fusion Based On Morphological Processing , 1989, Optics East.

[60]  Sing Bing Kang,et al.  Registration and integration of textured 3-D data , 1997, Proceedings. International Conference on Recent Advances in 3-D Digital Imaging and Modeling (Cat. No.97TB100134).

[61]  B. Haack,et al.  Multisensor remote sensing data for land use/cover mapping. , 1999 .

[62]  Costas Tsatsoulis,et al.  Information fusion for estimation of summer MIZ ice concentration from SAR imagery , 1999, IEEE Trans. Geosci. Remote. Sens..

[63]  Mahua Bhattacharya,et al.  Registration of CT and MR images of Alzheimer's patient: a shape theoretic approach , 2000, Pattern Recognit. Lett..

[64]  Bir Bhanu,et al.  Automatic Target Recognition: State of the Art Survey , 1986, IEEE Transactions on Aerospace and Electronic Systems.

[65]  Alfred O. Hero,et al.  Asymptotic theory of greedy approximations to minimal k-point random graphs , 1999, IEEE Trans. Inf. Theory.

[66]  Sridhar Lakshmanan,et al.  A deformable-template approach to lane detection , 1995, Proceedings of the Intelligent Vehicles '95. Symposium.

[67]  Todd Jochem,et al.  Rapidly Adapting Machine Vision for Automated Vehicle Steering , 1996, IEEE Expert.

[68]  A. Hero,et al.  Estimation of Renyi information divergence via pruned minimal spanning trees , 1999, Proceedings of the IEEE Signal Processing Workshop on Higher-Order Statistics. SPW-HOS '99.

[69]  Glenn Shafer,et al.  A Mathematical Theory of Evidence , 2020, A Mathematical Theory of Evidence.

[70]  Thomas O'Donnell,et al.  Multi-modality model-based registration in the cardiac domain , 2000, Proceedings IEEE Conference on Computer Vision and Pattern Recognition. CVPR 2000 (Cat. No.PR00662).

[71]  Anil K. Jain,et al.  A test of randomness based on the minimal spanning tree , 1983, Pattern Recognit. Lett..

[72]  R. Prim Shortest connection networks and some generalizations , 1957 .

[73]  Chun-Shin Lin,et al.  Sensor fusion with passive millimeter-wave and laser radar for target detection , 1999, Defense, Security, and Sensing.

[74]  E. Coiras,et al.  Segment-based registration technique for visual-infrared images , 2000 .

[75]  Karl C. Kluge,et al.  Extracting road curvature and orientation from image edge points without perceptual grouping into features , 1994, Proceedings of the Intelligent Vehicles '94 Symposium.

[76]  J. Yukich,et al.  Limit Theorems and Rates of Convergence for Euclidean Functionals , 1994 .

[77]  A. Rényi On Measures of Entropy and Information , 1961 .

[78]  Avinash C. Kak,et al.  Principles of computerized tomographic imaging , 2001, Classics in applied mathematics.

[79]  B. Solaiman,et al.  Information fusion, application to data and model fusion for ultrasound image segmentation , 1999, IEEE Transactions on Biomedical Engineering.

[80]  Jennifer L. Dungan,et al.  Fusion of AIRSAR and TM data for parameter classification and estimation in dense and hilly forests , 1999, IEEE 1999 International Geoscience and Remote Sensing Symposium. IGARSS'99 (Cat. No.99CH36293).

[81]  M. Skolnik,et al.  Introduction to Radar Systems , 2021, Advances in Adaptive Radar Detection and Range Estimation.

[82]  Philip W. Smith,et al.  Stereo-based registration of multi-sensor imagery for enhanced visualization of remote environments , 1999, Proceedings 1999 IEEE International Conference on Robotics and Automation (Cat. No.99CH36288C).

[83]  D. L. Hall,et al.  Survey of commercial software for multisensor data fusion , 1993, Defense, Security, and Sensing.

[84]  A. Robert de Saint Vincent A 3D perception system for the mobile robot hilare , 1986, Proceedings. 1986 IEEE International Conference on Robotics and Automation.

[85]  Charles E. Thorpe,et al.  The YARF system for vision-based road following , 1995 .

[86]  J. Steele Growth Rates of Euclidean Minimal Spanning Trees With Power Weighted Edges , 1988 .

[87]  Patrick A. Kelly,et al.  Random sets technique for information fusion applied to estimation of brain functional images , 1999, Medical Imaging.

[88]  Karl Kluge YARF: An Open-Ended Framework for Robot Road Following , 1993 .

[89]  C. A. Murthy,et al.  Minimal spanning tree based clustering technique: Relationship with Bayes Classifier , 1997, Pattern Recognit..

[90]  Karl C. Kluge Performance evaluation of vision-based lane sensing: some preliminary tools, metrics, and results , 1997, Proceedings of Conference on Intelligent Transportation Systems.

[91]  G. M. Flachs,et al.  Feature space mapping for sensor fusion , 1990, J. Field Robotics.

[92]  Peter K. Allen Robotic Object Recognition Using Vision and Touch , 1987 .

[93]  Piotr J. Slomka,et al.  Automated 3D registration of magnetic resonance angiography, 3D power doppler, and 3D B-mode ultrasound images of carotid bifurcation , 2000, Medical Imaging: Image Processing.

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