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Publications by Michael Felsberg

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Journal papers

2013
Fahad Shahbaz Khan, Muhammad Anwer Rao, Joost van de Weijer, Andrew Bagdanov, Antonio Lopez, Michael Felsberg, "Coloring Action Recognition in Still Images", International Journal of Computer Vision, 105(3): 205-221, 2013.
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Vasileios Zografos, Reiner Lenz, Michael Felsberg, "The Weibull manifold in low-level image processing: an application to automatic image focusing.", Image and Vision Computing, 31(5): 401-417, 2013.
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David Windridge, Michael Felsberg, Affan Shaukat, "A Framework for Hierarchical Perception–Action Learning Utilizing Fuzzy Reasoning", IEEE transactions on systems, man and cybernetics. Part B. Cybernetics, 43(1): 155-169, 2013.
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2012
Michael Felsberg, Fredrik Larsson, Johan Wiklund, Niclas Wadströmer, Jörgen Ahlberg, "Online Learning of Correspondences between Images", IEEE Transaction on Pattern Analysis and Machine Intelligence, 35(1): 118-129, 2012.
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2011
Fredrik Larsson, Michael Felsberg, Per-Erik Forssen, "Correlating Fourier descriptors of local patches for road sign recognition", IET Computer Vision, 5(4): 244-254, 2011.
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Michael Felsberg, "Autocorrelation-Driven Diffusion Filtering", IEEE Transactions on Image Processing, 20(7): 1797-1806, 2011.
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2009
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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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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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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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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2008
Michael Felsberg, "COSPAL -- A Study on Artificial Cognitive Systems", Engineering & technology, 3(18), 2008.
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2007
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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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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Jigna Chandaria, Graham Thomas, Bogumil Bartczak, Reinhard Koch, Mario Becker, Gabriele Bleser, Didier Stricker, Cedric Wohlleber, Fredrik Gustafsson, Michael Felsberg, Jeroen Hol, Thomas Schön, Johan Skoglund, Per Slycke, Sebastiaan Smeitz, "Real-Time Camera Tracking in the MATRIS Project", Smpte Journal, 116(7-8): 266-271, 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
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, 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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2001
Michael Felsberg, Gerald Sommer, "The monogenic signal", IEEE Transactions on Signal Processing, 49(12): 3136-3144, 2001.
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Book chapters

2012
Michael Felsberg, "Adaptive Filtering using Channel Representations", Mathematical Methods for Signal and Image Analysis and Representation, Computational Imaging and Vision, No. 41, 31-48, 2012.
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2011
Fredrik Larsson, Michael Felsberg, "Using Fourier Descriptors and Spatial Models for Traffic Sign Recognition", Image Analysis, Lecture Notes in Computer Science, No. 6688, 238-249, 2011.
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2010
Michael Felsberg, "Incremental computation of feature hierarchies", Pattern Recognition, Lecture Notes in Computer Science, No. 6376, 523-532, 2010.
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2009
Michael Felsberg, "Spatio-featural scale-space", Scale Space and Variational Methods in Computer Vision, Lecture Notes in Computer Science, No. 5567, 808-819, 2009.
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2008
Michael Felsberg, "On the Relation Between Anisotropic Diffusion and Iterated Adaptive Filtering", Pattern Recognition, Lecture Notes in Computer Science, No. 5096, 436-445, 2008.
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2007
Erik Jonsson, Michael Felsberg, "Accurate Interpolation in Appearance-Based Pose Estimation", Image Analysis, Lecture Notes in Computer Science, No. 4522, 1-10, 2007.
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Johan Skoglund, Michael Felsberg, "Covariance estimation for SAD block matching", Image Analysis, Lecture Notes in Computer Science, No. 4522, 374-382, 2007.
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Conference papers

2014
Martin Danelljan, Fahad Shahbaz Khan, Michael Felsberg, Joost van de Weijer, "Adaptive Color Attributes for Real-Time Visual Tracking", Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2014, 2014.
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Christian Heinemann, Freddie Åström, George Baravdish, Kai Krajsek, Michael Felsberg, Hanno Scharr, "Using Channel Representations in Regularization Terms: A Case Study on Image Diffusion", In Proceedings of the 9th International Conference on Computer Vision Theory and Applications, 48-55, 2014.
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2013
Fahad Shahbaz Khan, joost Van de Weijer, Sadiq Ali, Michael Felsberg, "Evaluating the Impact of Color on Texture Recognition", Computer Analysis of Images and Patterns, Lecture Notes in Computer Science, Vol. 8047, 154-162, 2013.
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Michael Felsberg, "Enhanced Distribution Field Tracking using Channel Representations", Proceedings of the IEEE International Conference on Computer Vision Workshops (ICCVW), 2013, 121-128, 2013.
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Bertil Grelsson, Michael Felsberg, "Probabilistic Hough Voting for Attitude Estimation from Aerial Fisheye Images", Image Analysis, 478-488, 2013.
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Philipp Koschorrek, Tommaso Piccini, Per Öberg, Michael Felsberg, Lars Nielsen, Rudolf Mester, "A multi-sensor traffic scene dataset with omnidirectional video", IEEE Conference on Computer Vision and Patter Recognition : Workshop on Ground Truth, June 28, 2013, Portland, U.S.A., 727-734, 2013.
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Freddie Åström, Vasileios Zografos, Michael Felsberg, "Density Driven Diffusion", 18th Scandinavian Conferences on Image Analysis, 2013, 2013.
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Freddie Åström, Michael Felsberg, George Baravdish, Claes Lundström, "Targeted Iterative Filtering", Fourth International Conference on Scale Space and Variational Methods in Computer Vision (SSVM 2013), 2-6 June 2013, Schloss Seggau, Graz region, Austria, Lecture Notes in Computer Science, Vol. 7893, 1-11, 2013.
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Johan Hedborg, Michael Felsberg, "Fast Iterative Five point Relative Pose Estimation", IEEE Workshop on Robot Vision (WoRV 2013), January 15-17, 2013, Clearwater, FL, USA, 2013.
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Bertil Grelsson, Michael Felsberg, Folke Isaksson, "Efficient 7D Aerial Pose Estimation", 2013 IEEE Workshop on Robot Vision (WORV), 88-95, 2013.
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Kristoffer Öfjäll, Felsberg Michael, "Rapid Explorative Direct Inverse Kinematics Learning of Relevant Locations for Active Vision", IEEE Workshop on Robot Vision(WORV) 2013, 2013.
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Liam Ellis, Nicolas Pugeault, Kristoffer Öfjäll, Johan Hedborg, Richard Bowden, Michael Felsberg, "Autonomous Navigation and Sign Detector Learning", IEEE Workshop on Robot Vision(WORV) 2013, 2013.
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2012
Freddie Åström, George Baravdish, Michael Felsberg, "On Tensor-Based PDEs and their Corresponding Variational Formulations with Application to Color Image Denoising", ECCV 2012: 12th European Conference on Computer Vision, 7-12 October, Firenze, Italy, Lecture Notes in Computer Science, Vol. 7574, 2012.
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Johan Hedborg, Per-Erik Forssén, Michael Felsberg, Erik Ringaby, "Rolling Shutter Bundle Adjustment", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2012, Computer Vision and Pattern Recognition, 1434-1441, 2012.
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2011
Johan Hedborg, Erik Ringaby, Per-Erik Forssén, Michael Felsberg, "Structure and Motion Estimation from Rolling Shutter Video", IEEE International Conference onComputer Vision Workshops (ICCV Workshops), 2011, 17-23, 2011.
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Marcus Wallenberg, Michael Felsberg, Per-Erik Forssén, Babette Dellen, "Leaf Segmentation using the Kinect", Proceedings of SSBA 2011 Symposium on Image Analysis, 2011.
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Marcus Wallenberg, Michael Felsberg, Per-Erik Forssén, Babette Dellen, "Channel Coding for Joint Colour and Depth Segmentation", Proceedings of  Pattern Recognition 33rd DAGM Symposium, Frankfurt/Main, Germany, August 31 - September 2, Lecture Notes in Computer Science, Vol. 6835, 306-315, 2011.
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Tohid Ardeshiri, Fredrik Larsson, Fredrik Gustafsson, Thomas B. Schön, Michael Felsberg, "Bicycle Tracking Using Ellipse Extraction", Proceedings of the 14thInternational Conference on Information Fusion, 2011, 1-8, 2011.
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Andreas Krebs, Johan Wiklund, Michael Felsberg, "Optimization of Quadrature Filters Based on the Numerical Integration of Improper Integrals", Pattern Recognition, Lecture Notes in Computer Science, Vol. 6835, 91-100, 2011.
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Åström Freddie, Felsberg Michael, Lenz Reiner, "Color Persistent Anisotropic Diffusion of Images", Image Analysis, Lecture Notes in Computer Science, Vol. Volume 6688, 262-272, 2011.
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2010
Liam Ellis, Michael Felsberg, Richard Bowden, "Affordance mining: Forming perception through action", ACCV 2010, Lecture Notes in Computer Science, 2010.
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Michael Felsberg, Fredrik Larsson, "Learning object tracking in image sequences", International Conference on Cognitive Systems, 2010.
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Michael Felsberg, Fredrik Larsson, Han Wang, Anders Ynnerman, Thomas Schön, "Torchlight Navigation", Proceedings of the 20th International Conferenceon Pattern Recognition, International Conference on Pattern Recognition, 302-306, 2010.
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Michael Felsberg, Fredrik Larsson, Wang Han, Anders Ynnerman, Thomas Schön, "Torch Guided Navigation", Proceedings of the 2010 SSBA Symposium, 8-9, 2010.
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Michael Felsberg, "Efficient Computation of Feature Hierarchies using Framelets", Inverse Problems and Applications, 2010.
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Johan Wiklund, Klas Nordberg, Michael Felsberg, "Software architecture and middleware for artificial cognitive systems", International Conference on Cognitive Systems, 2010.
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Johan Hedborg, Michael Felsberg, "Fast and Robust Relative Pose Estimation for Forward and Sideways Motions", SSBA, 2010.
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Michael Felsberg, Affan Shaukat, David Windridge, "Online Learning in Perception-Action Systems", ECCV 2010 Workshop on Vision for Cognitive Tasks, 2010.
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2009
Alain Pagani, Didier Stricker, Michael Felsberg, "Integral P-channels for fast and robust region matching",  Image Processing (ICIP), 2009 16th IEEE International Conference, 213-216, 2009.
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Michael Felsberg, "Spatio-featural scale-space", Swedish Symposium on Image Analysis - SSBA'2009, 18-20 March, Halmstad, Sweden, 2009.
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Fredrik Larsson, Michael Felsberg, Per-Erik Forssén, "Patch Contour Matching by Correlating Fourier Descriptors", Digital Image Computing: Techniques and Applications (DICTA), 40-46, 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. Volume 5875, 211-222, 2009.
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Michael Felsberg, Fredrik Larsson, "Learning Higher-Order Markov Models for ObjectTracking in Image Sequences", Proceedings of the 5th International Symposium on Advances in Visual Computing: Part II, Lecture Notes in Computer Science, Vol. 5876, 184-195, 2009.
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Fredrik Larsson, Per-Erik Forssén, Michael Felsberg, "Using Fourier descriptors for local region matching", SSBA, 2009.
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2008
Fredrik Larsson, Erik Jonsson, Michael Felsberg, "Learning Floppy Robot Control", SSBA,2008, 39-42, 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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Michael Felsberg, "On Second Order Operators and Quadratic Operators", International Conference on Pattern Recognition, 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, "A Novel two-step Method for CT Reconstruction", Bildverarbeitung für die Medizin, 303-307, 2008.
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2007
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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Fredrik Larsson, Erik Jonsson, Michael Felsberg, "Visual Servoing Based on Learned Inverse Kinematics", SSBA,2007, 21-24, 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 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, Intelligent Vehicles Symposium, 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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Michael Felsberg, Johan Hedborg, "Real-Time Visual Recognition of Objects and Scenes Using P-Channel Matching", Proceedings 15th Scandinavian Conference on Image Analysis, Lecture Notes in Computer Science, Vol. Volume 4522, 908-917, 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
Michael Felsberg, "Optical flow estimation from monogenic phase.", International Workshop on Complex Motion,2004, 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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Erik Jonsson, Michael Felsberg, "Correspondence-Free Associative Learning", ICPR,2006, 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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Johan Skoglund, Michael Felsberg, "Evaluation of Subpixel Tracking Algorithms", International Symposium on Visual Computing,2006, 375-, 2006.
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2005
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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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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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, "Wiener channel smoothing: Robust Wiener filtering of images", Pattern Recognition, Lecture Notes in Computer Science, Vol. 3663, 468-475, 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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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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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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Michael Felsberg, Per-Erik Forssén, Anders Moe, Gösta Granlund, "A COSPAL Subsystem: Solving a Shape-Sorter Puzzle", AAAI Fall Symposium: From Reactive to Anticipatory Cognitive Embedded Systems, FS-05-05, 65-69, 2005.
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2004
Michael Felsberg, Gösta Granlund, "POI detection using channel clustering and the 2D energy tensor", Proceedings of Pattern Recognition, 26th DAGM Symposium, Lecture Notes in Computer Science, Vol. 3175, 103-110, 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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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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Michael Felsberg, "On the Design of Two-Dimensional Polar Separable Filters", EUSIPCO2004,2004, 417-, 2004.
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2003
Michael Felsberg, R Duits, L Florack, "The monogenic scale space on a bounded domain and its applications", Scale Spac ´03, Eds Griffin, L. D. and Lillholm, M, 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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Michael Felsberg, Gösta Granlund, "Anisotropic Channel Filtering", SCIA, Lecture Notes in Computer Science, Vol. 2749, 755-762, 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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Norbert Kruger, Michael Felsberg, "A continuous Formulation of intrinsic Dimension", British Machine Vision Conference, 2003.
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Remco Duits, Michael Felsberg, Luc Florack, Bram Platel, "α Scale Spaces on a Bounded Domain", Scale Space Methods in Computer Vision, Lecture Notes in Computer Science, Vol. 2695, 502-518, 2003.
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2002
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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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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Other

2007
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Reports

2006
Michael Felsberg, Johan Wiklund, Erik Jonsson, Anders Moe, Gösta Granlund, "Exploratory Learning Structure in Artificial Cognitive Systems", LiTH-ISY-R, No. 2738, 2006.
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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-ISY-R, No. 2633, 2004.
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Michael Felsberg, Per-Erik Forssen, Hanno Scharr, "Efficient Robust Smoothing of Low-Level Signal Features", LiTH-ISY-R, No. 2619, 2004.
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Michael Felsberg, Per-Erik Forssen, Hanno Scharr, "B-Spline Channel Smoothing for Robust Estimation", LiTH-ISY-R, No. 2579, 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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2003
Michael Felsberg, Norbert Kruger, "A Probabilistic Definition of Intrinsic Dimensionality for Images", LiTH-ISY-R, No. 2520, 2003.
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2002
Michael Felsberg, Hanno Scharr, Per-Erik Forssen, "The B-Spline Channel Representation: Channel Algebra and Channel Based Diffusion Filtering", LiTH-ISY-R, No. 2461, 2002.
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Michael Felsberg, Gerald Sommer, "The Poisson Scale-Space: A Unified Approach to Phase-Based Image Processing in Scale-Space", LiTH-ISY-R, No. 2453, 2002.
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The publication list is extracted from the DiVA - Academic Archive Online - publishing system. The extraction software is developed by Johan Wiklund.

Michael Felsberg
 

Michael Felsberg

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Linköpings universitet
Michael Felsberg
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Institutionen för Systemteknik
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Tel:
013 282460
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Informationsansvarig: Michael Felsberg
Senast uppdaterad: 2012-06-15