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ISY » Personliga sidor » Michael Felsberg

Publications by Michael Felsberg

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Journal papers

2009
Erik Jonsson, Michael Felsberg, "Efficient computation of channel-coded feature maps through piecewise polynomials", Image and Vision Computing, 27(11):1688-1694, 2009.
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Michael Felsberg, Johan Wiklund, Gösta Granlund, "Exploratory learning structures in artificial cognitive systems", Image and Vision Computing, 27(11):1671-1687, 2009.
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Michael Felsberg, Sinan Kalkan, Norbert Krüger, "Continuous dimensionality characterization of image structures", Image and Vision Computing, 27(6):628-636, 2009.
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Fredrik Larsson, Erik Jonsson, Michael Felsberg, "Simultaneously learning to recognize and control a low-cost robotic arm", Image and Vision Computing, 27(11):1729-1739, 2009.
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2008
Michael Felsberg, "COSPAL -- A Study on Artificial Cognitive Systems", Engineering & technology, 3(18), 2008.
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2007
J Chandaria, G Thomas, B Bartczak, K Koeser, R Koch, M Becker, G Bleser, D Stricker, C Wohlleber, Michael Felsberg, Fredrik Gustafsson, Jeroen Hol, Thomas Schön, Johan Skoglund, P. J. Slycke, S Smeitz, "Realtime Camera Tracking in the MATRIS Project", Smpte Journal, 116(7-8):266-271, 2007.
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Michael Felsberg, Johan Hedborg, "Real-Time View-Based Pose Recognition and Interpolation for Tracking Initialization", Journal of real-time image processing, 2(2-3):103-115, 2007.
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Remco Duits, Michael Felsberg, Gösta Granlund, Bart M. ter Haar Romeny, "Image Analysis and Reconstruction using a Wavelet Transform Constructed from a Reducible Representation of the Euclidean Motion Group", International journal of computer vision., 72(1):79-102, 2007.
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2006
Michael Felsberg, P.-E. Forssen, H. Scharr, "Channel smoothing: Efficient robust smoothing of low-level signal features", IEEE Transaction on Pattern Analysis and Machine Intelligence, 28(2):209-222, 2006.
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2005
Michael Felsberg, R. Duits, L. Florack, "The Monogenic Scale Space on a Rectangular Domain and its Features", International journal of computer vision., 64(2--3), 2005.
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2004
Michael Felsberg, Gerald Sommer, "The Monogenic Scale-Space: A Unifying Approach to Phase-Based Image Processing in Scale-Space", Journal of Mathematical Imaging and Vision, 21, 2004.
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Norbert Krüger, Michael Felsberg, "An Explicit and Compact Coding of Geometric and Structural Information Applied to Stereo Matching", Pattern Recognition Letters, 25(8):849-863, 2004.
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N. Kruger, Michael Felsberg, "An explicit and compact coding of geometric and structural image information applied to stereo processing", Pattern Recognition Letters, 25(8):849-863, 2004.
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Michael Felsberg, Gösta Granlund, "POI detection using channel clustering and the 2D energy tensor", Lecture Notes in Computer Science, 3175:103-110, 2004.
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2003
Michael Felsberg, N Kruger, "A probabilistic definition of intrinsic dimensionality for images", Lecture Notes in Computer Science, 2781:140-147, 2003.
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Michael Felsberg, R Duits, L Florack, "The monogenic scale space on a bounded domain and its applications", Lecture Notes in Computer Science, 2695:209-224, 2003.
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R Duits, Michael Felsberg, L Florack, B Platel, "alpha scale spaces on a bounded domain", Lecture Notes in Computer Science, 2695:494-510, 2003.
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2002
Michael Felsberg, G Sommer, "Image features based on a new approach to 2D rotation invariant quadrature filters", Lecture Notes in Computer Science, 2350:369-383, 2002.
AbstractKeywordsBiBTeX
2001
Michael Felsberg, Gerald Sommer, "The monogenic signal", IEEE Transactions on Signal Processing, 49(12):3136-3144, 2001.
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Conference papers

2009
Fredrik Larsson, Per-Erik Forssén, Michael Felsberg, "Using Fourier descriptors for local region matching", SSBA, 2009.
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Johan Hedborg, Per-Erik Forssén, Michael Felsberg, "Fast and Accurate Structure and Motion Estimation", International Symposium on Visual Computing, Lecture Notes in Computer Science, Vol. 5875, 211-222, 2009.
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Michael Felsberg, "Spatio-featural scale-space", Scale Space and Variational Methods in Computer Vision, LNCS, Vol. 5567, 808-819, 2009.
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Fredrik Larsson, Michael Felsberg, Per-Erik Forssén, "Patch Contour Matching by Correlating Fourier Descriptors", -, 2009.
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Michael Felsberg, Fredrik Larsson, "Learning higher-order Markov models for object tracking in image sequences", Lecture Notes in Computer Science, Vol. 5876, 2009.
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2008
Michael Felsberg, "A Novel two-step Method for CT Reconstruction", Bildverarbeitung für die Medizin, 303-307, 2008.
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Michael Felsberg, Fredrik Larsson, "Learning Bayesian tracking for motion estimation", ECCV Workshop: Machine Learning for Vision-based Motion Analysis, 2008.
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Michael Felsberg, "On Second Order Operators and Quadratic Operators", International Conference on Pattern Recognition, 2008.
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Michael Felsberg, "On Second Order Operators and Quadratic Operators", SSBA,2008, 2008.
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Michael Felsberg, "On the Relation Between Anisotropic Diffusion and Iterated Adaptive Filtering", 30. DAGM Symposium Mustererkennung, Lecture Notes in Computer Science, Vol. 5096, 436-445, 2008.
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Michael Felsberg, Gösta Granlund, "Fusing Dynamic Percepts and Symbols in Cognitive Systems", International Conference on Cognitive Systems, 2008.
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Fredrik Larsson, Erik Jonsson, Michael Felsberg, "Learning Floppy Robot Control", SSBA,2008, 39-42, 2008.
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2007
Michael Felsberg, Johan Hedborg, "Real-Time Visual Recognition of Objects and Scenes Using P-Channel Matching", Proc. 15th Scandinavian Conference on Image Analysis, Lecture Notes in Computer Science, Vol. 1611-3349, 908-917, 2007.
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Fredrik Larsson, Erik Jonsson, Michael Felsberg, "Visual Servoing for Floppy Robots using LWPR", RoboMat,2007, 2007.
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Jan-Erik Källhammer, Dick Eriksson, Gösta Granlund, Michael Felsberg, Anders Moe, Björn Johansson, Johan Wiklund, Per-Erik Forssén, "Near Zone Pedestrian Detection using a Low-Resolution FIR Sensor", Intelligent Vehicles Symposium, 2007 IEEE, 339-345, 2007.
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Michael Felsberg, Johan Wiklund, Erik Jonsson, Anders Moe, Gösta Granlund, "Exploratory Learning Strucutre in Artificial Cognitive Systems", International Cognitive Vision Workshop, 2007.
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Fredrik Larsson, Erik Jonsson, Michael Felsberg, "Visual Servoing Based on Learned Inverse Kinematics", SSBA,2007, 21-24, 2007.
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Erik Jonsson, Michael Felsberg, "Accurate Interpolation in Appearance-Based Pose Estimation", Svenska Sällskapet för Automatiserad Bildanalys SSBA Symposium,2007, 13-16, 2007.
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Michael Felsberg, Johan Hedborg, "Real-Time Visual Recognition of Ob jects and Scenes Using P-Channel Matching", Scandinavian Conference on Image Analysis,2007, 908-, 2007.
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Johan Skoglund, Michael Felsberg, "Covariance estimation for SAD block matching", Scandinavian Conference on Image Analysis,2007, 372-, 2007.
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Michael Felsberg, "Extending Graph-Cut to Continuous Value Domain Minimization", Canadian Conference on Computer and Robot Vision,2007, 274-, 2007.
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Erik Jonsson, Michael Felsberg, "Accurate Interpolation in Appearance-Based Pose Estimation", Scandinavian Conference on Image Analysis,2007, 2007.
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Johan Hedborg, Johan Skoglund, Michael Felsberg, "KLT Tracking Implementation on the GPU", Proceedings SSBA 2007, 2007.
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2006
J. Chandaria, G. Thomas, B. Bartczak, K. Koeser, R. Koch, M. Becker, G. Bleser, D. Stricker, C. Wohlleber, Michael Felsberg, et al., "Real-Time Camera Tracking in the MATRIS Project", IBC,2006, 2006.
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Johan Skoglund, Michael Felsberg, "Evaluation of Subpixel Tracking Algorithms", International Symposium on Visual Computing,2006, 375-, 2006.
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Michael Felsberg, Gösta Granlund, "P-Channels: Robust Multivariate M-Estimation of Large Datasets", ICPR,2006, 2006.
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Erik Jonsson, Michael Felsberg, "Correspondence-Free Associative Learning", ICPR,2006, 2006.
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Erik Jonsson, Michael Felsberg, "Soft Histograms for Belief Propagation", ECCV Workhop of the Representation and Use of Prior Knowledge in Vision,2006, 2006.
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Michael Felsberg, "Optical flow estimation from monogenic phase.", International Workshop on Complex Motion,2004, 2006.
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2005
Michael Felsberg, "Wiener channel smoothing: Robust Wiener filtering of images", Pattern Recognition, Lecture Notes in Computer Science, Vol. 3663, 468-475, 2005.
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Michael Felsberg, Erik Jonsson, "Energy tensors: Quadratic, phase invariant image operators", Pattern Recognition, Lecture Notes in Computer Science, Vol. 3663, 493-500, 2005.
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Michael Felsberg, Ullrich Köthe, "GET: The connection between monogenic scale-space and Gaussian derivatives", Scale Space and PDE Methods in Computer Vision, Lecture Notes in Computer Science, Vol. 3459, 192-203, 2005.
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Ullrich Köthe, Michael Felsberg, "Riesz-transforms versus derivatives: On the relationship between the boundary tensor and the energy tensor", Scale Space and PDE Methods in Computer Vision, Lecture Notes in Computer Science, Vol. 3459, 179-191, 2005.
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Michael Felsberg, Per-Erik Forssén, Anders Moe, Gösta Granlund, "A COSPAL Subsystem: Solving a Shape-Sorter Puzzle", A COSPAL Subsystem: Solving a Shape-Sorter Puzzle,2005, 65-, 2005.
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Michael Felsberg, "GET: The Connection Between Monogenic Scale-Space and Gaussian Derivatives", International Conference on Scale Space and PDE Methods in Computer Vision, Scale-Space 2005,2005, 192-, 2005.
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Michael Felsberg, "Riesz-Transforms vs. Derivatives: On the Relationship Between the Boundary Tensor and the Energy Tensor", International Conference on Scale Space and PDE Methods in Computer Vision, Scale-Space 2005,2005, 179-, 2005.
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Michael Felsberg, Erik Jonsson, "Reconstruction of Probability Density Functions from Channel Representations", Reconstruction of Probability Density Functions from Channel Representations,2005, 2005.
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Erik Jonsson, Michael Felsberg, "Efficient Robust Mean Value Computation of 1D Features", Efficient Robust Mean Value Computation of 1D Features,2005, 2005.
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Johan Skoglund, Michael Felsberg, "Fast Image Processing Using SSE2", Fast Image Processing Using SSE2,2005, 2005.
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Michael Felsberg, Ulrich Köthe, "GET: The Connection Between Monogenic Scale-Space and Gaussian Derivatives", International Conference on Scale Space and PDE Methods in Computer Vision, Scale-Space 2005,2005, 192-, 2005.
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Erik Jonsson, Michael Felsberg, "Reconstruction of probability density functions from channel representations", Scandinavian Conference on Image Analysis, Lecture Notes in Computer Science, Vol. 3540, 491-500, 2005.
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2004
Michael Felsberg, Gösta Granlund, "POI Detection Using Channel Clustering and the 2-D Energy Tensor", DAGM2004,2004, 103-110, 2004.
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Sinan Kalkan, D. Calow, Michael Felsberg, Florentin Wörgötter, M. Lappe, Norbert Krüger, "Optic Flow Statistics and Intrinsic Dimensionality", BICS2004,2004, 2004.
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Norbert Krüger, Michael Felsberg, Florentin Wörgötter, "Processing Multi-modal Primitives from Image Sequences", EIS2004,2004, 2004.
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Michael Felsberg, "On the Design of Two-Dimensional Polar Separable Filters", EUSIPCO2004,2004, 417-, 2004.
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Michael Felsberg, "Optic Flow Statistics and Intrinsic Dimensionality", Optic Flow Statistics and Intrinsic Dimensionality,2004, 2004.
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Michael Felsberg, "On the Design of Two-Dimensional Polar Separable Filters", On the Design of Two-Dimensional Polar Separable Filters,2004, 417-, 2004.
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Michael Felsberg, Gösta Granlund, "POI Detection using Channel Clustering and the 2D Energy Tensor", POI Detection using Channel Clustering and the 2D Energy Tensor,2004, 103-, 2004.
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Michael Felsberg, "Processing Multi-modal Primitives from Image Sequences", Processing Multi-modal Primitives from Image Sequences,2004, 2004.
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2003
Remco Duits, Michael Felsberg, Luc Florack, Bram Platel, "α Scale Spaces on a Bounded Domain", Scale Space Methods in Computer Vision, eds Griffin, L. D. and Lillholm, M., Lecture Notes in Computer Science, Vol. 2695, 502-518, 2003.
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Norbert Kruger, Michael Felsberg, "A continuous Formulation of intrinsic Dimension", British Machine Vision Conference, 2003.
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Michael Felsberg, Remco Duits, Luc Florack, "The Monogenic Scale Space on a Bounded Domain and its Applications", Scale Space '03, Eds Griffin, L. D. and Lillholm, M., 212-228, 2003.
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Michael Felsberg, Norbert Kruger, "A Probabilistic Definition of Intrinsic Dimensionality for Images", 25. DAGM Symposium Mustererkennung, Magdeburg eds Michaelis, B. and Krell, G., Lecture Notes in Computer Science, Vol. 2781, 140-147, 2003.
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Michael Felsberg, Gösta Granlund, "Anisotropic Channel Filtering", SCIA13, Lecture Notes in Computer Science, Vol. 2749, 755-762, 2003.
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Hanno Scharr, Michael Felsberg, Per-Erik Forssén, "Noise Adaptive Channel Smoothing of Low-Dose Images", Computer Vision for the Nano-Scale Workshop accompanying CVPR 2003,2003, 2003.
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2002
Norbert Kruger, Michael Felsberg, Christian Gebken, Martin Pörksen, "An Explicit and Compact Coding of Geometric and Structural Information Applied to Stereo Processing", Vision, Modeling, and Visualization, 2002.
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Michael Felsberg, "Disparity from monogenic phase", DAGM Symposium Mustererkennung, Zurich, Lecture Notes in Computer Science, Vol. 2449, 248-256, 2002.
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Michael Felsberg, Gerald Sommer, "Image Features Based on a New Approach to 2D Rotation Invariant Quadrature Filters", Computer Vision - ECCV 2002 eds A. Heyden and G. Sparr and M. Nielsen and P. Johansen, Lecture Notes in Computer Science, Vol. 2350, 369-383, 2002.
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Other

2007
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Reports

2005
Erik Jonsson, Michael Felsberg, Gösta Granlund, "Incremental Associative Learning", LiTH-ISY-R, No. 2691, 2005.
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2004
Michael Felsberg, "The GET Operator", LiTH-ISYR, No. 2633, 2004.
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Michael Felsberg, Per-Erik Forssén, H. Scharr, "Efficient Robust Smoothing of Low-Level Signal Features", LiTH-ISY-R, No. 2619, 2004.
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Michael Felsberg, Per-Erik Forssén, H. Scharr, "B-Spline Channel Smoohing for Robust Estimation", LiTH-ISY-R, No. 2579, 2004.
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Michael Felsberg, Per-Erik Forssen, Hanno Scharr, "B-Spline Channel Smoothing for Robust Estimation", -, 2004.
AbstractKeywordsBiBTeX
Michael Felsberg, Per-Erik Forssen, Hanno Scharr, "Efficient Robust Smoothing of Low-Level Signal Features", -, 2004.
AbstractKeywordsBiBTeX
Michael Felsberg, "The GET Operator", -, 2004.
AbstractBiBTeX
2003
Michael Felsberg, Norbert Kruger, "A Probabilistic Definition of Intrinsic Dimensionality for Images", -, 2003.
AbstractBiBTeX
2002
AbstractKeywordsBiBTeX
Michael Felsberg, Hanno Scharr, Per-Erik Forssen, "The B-Spline Channel Representation: Channel Algebra and Channel Based Diffusion Filtering", -, 2002.
AbstractKeywordsBiBTeX

Michael Felsberg
 

Michael Felsberg

Contact:

Computer Vision Laboratory
Department of Electrical Engineering
Building B
Room A BV 434
SE-581 83 Linköping, Sweden
+46(0)13 282460

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