Michael Felsberg

According to our database1, Michael Felsberg authored at least 159 papers between 1999 and 2019.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2019
Deep motion and appearance cues for visual tracking.
Pattern Recognition Letters, 2019

Flexible Disaster Response of Tomorrow - Final Presentation and Evaluation of the CENTAURO System.
CoRR, 2019

Unsupervised Learning of Anomaly Detection from Contaminated Image Data using Simultaneous Encoder Training.
CoRR, 2019

Discriminative Online Learning for Fast Video Object Segmentation.
CoRR, 2019

2018
Probabilistic and Biologically Inspired Feature Representations
Synthesis Lectures on Computer Vision, Morgan & Claypool Publishers, 2018

Scale coding bag of deep features for human attribute and action recognition.
Mach. Vis. Appl., 2018

Approximative Coding Methods for Channel Representations.
Journal of Mathematical Imaging and Vision, 2018

A Generative Appearance Model for End-to-end Video Object Segmentation.
CoRR, 2018

ATOM: Accurate Tracking by Overlap Maximization.
CoRR, 2018

Confidence Propagation through CNNs for Guided Sparse Depth Regression.
CoRR, 2018

Propagating Confidences through CNNs for Sparse Data Regression.
CoRR, 2018

Unveiling the Power of Deep Tracking.
CoRR, 2018

Density Adaptive Point Set Registration.
CoRR, 2018

Countering Bias in Tracking Evaluations.
Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018), 2018

Computing a Collision-Free Path Using the Monogenic Scale Space.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

HorizonNet for visual terrain navigation.
Proceedings of the IEEE International Conference on Image Processing, 2018

Improved Learning in Convolutional Neural Networks with Shifted Exponential Linear Units (ShELUs).
Proceedings of the 24th International Conference on Pattern Recognition, 2018

The Sixth Visual Object Tracking VOT2018 Challenge Results.
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Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

On the Optimization of Advanced DCF-Trackers.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Unveiling the Power of Deep Tracking.
Proceedings of the Computer Vision - ECCV 2018, 2018

Density Adaptive Point Set Registration.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Generating Visible Spectrum Images From Thermal Infrared.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Propagating Confidences through CNNs for Sparse Data Regression.
Proceedings of the British Machine Vision Conference 2018, 2018

Combining Local and Global Models for Robust Re-detection.
Proceedings of the 15th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2018

2017
Discriminative Scale Space Tracking.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

Mapping-Based Image Diffusion.
Journal of Mathematical Imaging and Vision, 2017

Effective evaluation of privacy protection techniques in visible and thermal imagery.
J. Electronic Imaging, 2017

Deep Projective 3D Semantic Segmentation.
CoRR, 2017

DCCO: Towards Deformable Continuous Convolution Operators.
CoRR, 2017

The Visual Object Tracking VOT2017 Challenge Results.
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Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

ECO: Efficient Convolution Operators for Tracking.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Robust Accurate Extrinsic Calibration of Static Non-overlapping Cameras.
Proceedings of the Computer Analysis of Images and Patterns, 2017

Deep Projective 3D Semantic Segmentation.
Proceedings of the Computer Analysis of Images and Patterns, 2017

DCCO: Towards Deformable Continuous Convolution Operators for Visual Tracking.
Proceedings of the Computer Analysis of Images and Patterns, 2017

Ellipse Detection for Visual Cyclists Analysis "In the Wild".
Proceedings of the Computer Analysis of Images and Patterns, 2017

2016
Special issue on ICPR 2014 awarded papers.
Pattern Recognition Letters, 2016

Enhanced analysis of thermographic images for monitoring of district heat pipe networks.
Pattern Recognition Letters, 2016

Highly Accurate Attitude Estimation via Horizon Detection.
J. Field Robotics, 2016

Combining Vision, Machine Learning and Automatic Control to Play the Labyrinth Game.
CoRR, 2016

Scale Coding Bag of Deep Features for Human Attribute and Action Recognition.
CoRR, 2016

Efficient Robust Mean Value Calculation of 1D Features.
CoRR, 2016

Deep Motion Features for Visual Tracking.
CoRR, 2016

Beyond Correlation Filters: Learning Continuous Convolution Operators for Visual Tracking.
CoRR, 2016

Discriminative Scale Space Tracking.
CoRR, 2016

Adaptive Decontamination of the Training Set: A Unified Formulation for Discriminative Visual Tracking.
CoRR, 2016

Learning Spatially Regularized Correlation Filters for Visual Tracking.
CoRR, 2016

ECO: Efficient Convolution Operators for Tracking.
CoRR, 2016

Visual autonomous road following by symbiotic online learning.
Proceedings of the 2016 IEEE Intelligent Vehicles Symposium, 2016

Combining Visual Tracking and Person Detection for Long Term Tracking on a UAV.
Proceedings of the Advances in Visual Computing - 12th International Symposium, 2016

Deep motion features for visual tracking.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Aligning the dissimilar: A probabilistic method for feature-based point set registration.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

The Visual Object Tracking VOT2016 Challenge Results.
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Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016


Beyond Correlation Filters: Learning Continuous Convolution Operators for Visual Tracking.
Proceedings of the Computer Vision - ECCV 2016, 2016

A Probabilistic Framework for Color-Based Point Set Registration.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Adaptive Decontamination of the Training Set: A Unified Formulation for Discriminative Visual Tracking.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Channel Coded Distribution Field Tracking for Thermal Infrared Imagery.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

2015
Compact color-texture description for texture classification.
Pattern Recognition Letters, 2015

Unbiased Decoding of Biologically Motivated Visual Feature Descriptors.
Front. Robotics and AI, 2015

Image Alignment for Panorama Stitching in Sparsely Structured Environments.
Proceedings of the Image Analysis - 19th Scandinavian Conference, 2015

Deep Semantic Pyramids for Human Attributes and Action Recognition.
Proceedings of the Image Analysis - 19th Scandinavian Conference, 2015

Coloring Channel Representations for Visual Tracking.
Proceedings of the Image Analysis - 19th Scandinavian Conference, 2015

Detecting Rails and Obstacles Using a Train-Mounted Thermal Camera.
Proceedings of the Image Analysis - 19th Scandinavian Conference, 2015

Robust stereo visual odometry from monocular techniques.
Proceedings of the 2015 IEEE Intelligent Vehicles Symposium, 2015

The Visual Object Tracking VOT2015 Challenge Results.
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

The Thermal Infrared Visual Object Tracking VOT-TIR2015 Challenge Results.
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

Convolutional Features for Correlation Filter Based Visual Tracking.
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

Learning Spatially Regularized Correlation Filters for Visual Tracking.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Adaptive sharpening of multimodal distributions.
Proceedings of the Colour and Visual Computing Symposium, 2015

A thermal Object Tracking benchmark.
Proceedings of the 12th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2015

2014
Semantic Pyramids for Gender and Action Recognition.
IEEE Trans. Image Processing, 2014

Painting-91: a large scale database for computational painting categorization.
Mach. Vis. Appl., 2014

Using Channel Representations in Regularization Terms - A Case Study on Image Diffusion.
Proceedings of the VISAPP 2014, 2014

Scale Coding Bag-of-Words for Action Recognition.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

A Tensor Variational Formulation of Gradient Energy Total Variation.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2014

Good Edgels to Track: Beating the Aperture Problem with Epipolar Geometry.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

Weighted Update and Comparison for Channel-Based Distribution Field Tracking.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014


A Low-Level Active Vision Framework for Collaborative Unmanned Aircraft Systems.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

Robust Three-View Triangulation Done Fast.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2014

Adaptive Color Attributes for Real-Time Visual Tracking.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Biologically Inspired Online Learning of Visual Autonomous Driving.
Proceedings of the British Machine Vision Conference, 2014

Accurate Scale Estimation for Robust Visual Tracking.
Proceedings of the British Machine Vision Conference, 2014

Fast Segmentation of Sparse 3D Point Trajectories Using Group Theoretical Invariants.
Proceedings of the Computer Vision - ACCV 2014, 2014

On the Choice of Tensor Estimation for Corner Detection, Optical Flow and Denoising.
Proceedings of the Computer Vision - ACCV 2014 Workshops, 2014

2013
A Framework for Hierarchical Perception-Action Learning Utilizing Fuzzy Reasoning.
IEEE Trans. Cybernetics, 2013

Online Learning of Correspondences between Images.
IEEE Trans. Pattern Anal. Mach. Intell., 2013

The Weibull manifold in low-level image processing: An application to automatic image focusing.
Image Vision Comput., 2013

Coloring Action Recognition in Still Images.
International Journal of Computer Vision, 2013

Probabilistic Hough Voting for Attitude Estimation from Aerial Fisheye Images.
Proceedings of the Image Analysis, 18th Scandinavian Conference, 2013

Density Driven Diffusion.
Proceedings of the Image Analysis, 18th Scandinavian Conference, 2013

Targeted Iterative Filtering.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2013


Enhanced Distribution Field Tracking Using Channel Representations.
Proceedings of the 2013 IEEE International Conference on Computer Vision Workshops, 2013

A Multi-sensor Traffic Scene Dataset with Omnidirectional Video.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013

Evaluating the Impact of Color on Texture Recognition.
Proceedings of the Computer Analysis of Images and Patterns, 2013

2012
On Tensor-Based PDEs and Their Corresponding Variational Formulations with Application to Color Image Denoising.
Proceedings of the Computer Vision - ECCV 2012, 2012

Rolling shutter bundle adjustment.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Adaptive Filtering Using Channel Representations.
Proceedings of the Mathematical Methods for Signal and Image Analysis and Representation, 2012

2011
Autocorrelation-Driven Diffusion Filtering.
IEEE Trans. Image Processing, 2011

Using Fourier Descriptors and Spatial Models for Traffic Sign Recognition.
Proceedings of the Image Analysis - 17th Scandinavian Conference, 2011

Color Persistent Anisotropic Diffusion of Images.
Proceedings of the Image Analysis - 17th Scandinavian Conference, 2011

Structure and motion estimation from rolling shutter video.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

Bicycle tracking using ellipse extraction.
Proceedings of the 14th International Conference on Information Fusion, 2011

Channel Coding for Joint Colour and Depth Segmentation.
Proceedings of the Pattern Recognition - 33rd DAGM Symposium, Frankfurt/Main, Germany, August 31, 2011

Optimization of Quadrature Filters Based on the Numerical Integration of Improper Integrals.
Proceedings of the Pattern Recognition - 33rd DAGM Symposium, Frankfurt/Main, Germany, August 31, 2011

2010
Torchlight Navigation.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Incremental Computation of Feature Hierarchies.
Proceedings of the Pattern Recognition, 2010

Affordance Mining: Forming Perception through Action.
Proceedings of the Computer Vision - ACCV 2010, 2010

2009
Simultaneously learning to recognize and control a low-cost robotic arm.
Image Vision Comput., 2009

Efficient computation of channel-coded feature maps through piecewise polynomials.
Image Vision Comput., 2009

Exploratory learning structures in artificial cognitive systems.
Image Vision Comput., 2009

Continuous dimensionality characterization of image structures.
Image Vision Comput., 2009

Spatio-Featural Scale-Space.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2009

Fast and Accurate Structure and Motion Estimation.
Proceedings of the Advances in Visual Computing, 5th International Symposium, 2009

Learning Higher-Order Markov Models for Object Tracking in Image Sequences.
Proceedings of the Advances in Visual Computing, 5th International Symposium, 2009

Integral P-channels for fast and robust region matching.
Proceedings of the International Conference on Image Processing, 2009

Patch Contour Matching by Correlating Fourier Descriptors.
Proceedings of the DICTA 2009, 2009

2008
On second order operators and quadratic operators.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

On the Relation between Anisotropic Diffusion and Iterated Adaptive Filtering.
Proceedings of the Pattern Recognition, 2008

A Novel Two-Step Method for CT Reconstruction.
Proceedings of the Bildverarbeitung für die Medizin 2008, 2008

2007
Editorial for the special issue on markerless real-time tracking for augmented reality image synthesis.
J. Real-Time Image Processing, 2007

Real-time view-based pose recognition and interpolation for tracking initialization.
J. Real-Time Image Processing, 2007

Image Analysis and Reconstruction using a Wavelet Transform Constructed from a Reducible Representation of the Euclidean Motion Group.
International Journal of Computer Vision, 2007

Covariance Estimation for SAD Block Matching.
Proceedings of the Image Analysis, 15th Scandinavian Conference, 2007

Accurate Interpolation in Appearance-Based Pose Estimation.
Proceedings of the Image Analysis, 15th Scandinavian Conference, 2007

Real-Time Visual Recognition of Objects and Scenes Using P-Channel Matching.
Proceedings of the Image Analysis, 15th Scandinavian Conference, 2007

Extending Graph-Cut to Continuous Value Domain Minimization.
Proceedings of the Fourth Canadian Conference on Computer and Robot Vision (CRV 2007), 2007

2006
Channel Smoothing: Efficient Robust Smoothing of Low-Level Signal Features.
IEEE Trans. Pattern Anal. Mach. Intell., 2006

Evaluation of Subpixel Tracking Algorithms.
Proceedings of the Advances in Visual Computing, Second International Symposium, 2006

Correspondence-free Associative Learning.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

P-Channels: Robust Multivariate M-Estimation of Large Datasets.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

2005
The Monogenic Scale Space on a Rectangular Domain and its Features.
International Journal of Computer Vision, 2005

Reconstruction of Probability Density Functions from Channel Representations.
Proceedings of the Image Analysis, 14th Scandinavian Conference, 2005

Riesz-Transforms Versus Derivatives: On the Relationship Between the Boundary Tensor and the Energy Tensor.
Proceedings of the Scale Space and PDE Methods in Computer Vision, 2005

GET: The Connection Between Monogenic Scale-Space and Gaussian Derivatives.
Proceedings of the Scale Space and PDE Methods in Computer Vision, 2005

Energy Tensors: Quadratic, Phase Invariant Image Operators.
Proceedings of the Pattern Recognition, 27th DAGM Symposium, Vienna, Austria, August 31, 2005

Wiener Channel Smoothing: Robust Wiener Filtering of Images.
Proceedings of the Pattern Recognition, 27th DAGM Symposium, Vienna, Austria, August 31, 2005

2004
An explicit and compact coding of geometric and structural image information applied to stereo processing.
Pattern Recognition Letters, 2004

The Monogenic Scale-Space: A Unifying Approach to Phase-Based Image Processing in Scale-Space.
Journal of Mathematical Imaging and Vision, 2004

Optical Flow Estimation from Monogenic Phase.
Proceedings of the Complex Motion, First International Workshop, 2004

On the design of two-dimensional polar separable filters.
Proceedings of the 2004 12th European Signal Processing Conference, 2004

POI Detection Using Channel Clustering and the 2D Energy Tensor.
Proceedings of the Pattern Recognition, 26th DAGM Symposium, August 30, 2004

2003
Anisotropic Channel Filtering.
Proceedings of the Image Analysis, 13th Scandinavian Conference, 2003

The Monogenic Scale Space on a Bounded Domain and Its Applications.
Proceedings of the Scale Space Methods in Computer Vision, 4th International Conference, 2003

alpha Scale Spaces on a Bounded Domain.
Proceedings of the Scale Space Methods in Computer Vision, 4th International Conference, 2003

A Probabilistic Definition of Intrinsic Dimensionality for Images.
Proceedings of the Pattern Recognition, 2003

Noise Adaptive Channel Smoothing of Low-Dose Images.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2003

A continuous Formulation of intrinsic Dimension.
Proceedings of the British Machine Vision Conference, 2003

2002
Low-level image processing with the structure multivector.
PhD thesis, 2002

An Explicit and Compact Coding of Geometric and Structural Information Applied to Stereo Processing.
Proceedings of the Vision, 2002

Image Features Based on a New Approach to 2D Rotation Invariant Quadrature Filters.
Proceedings of the Computer Vision, 2002

Disparity from Monogenic Phase.
Proceedings of the Pattern Recognition, 2002

2001
The monogenic signal.
IEEE Trans. Signal Processing, 2001

Scale Adaptive Filtering Derived from the Laplace Equation.
Proceedings of the Pattern Recognition, 2001

2000
Structure Multivector for Local Analysis of Images.
Proceedings of the Multi-Image Analysis, 2000

A New Extension of Linear Signal Processing for Estimating Local Properties and Detecting Features.
Proceedings of the Mustererkennung 2000, 2000

The Multidimensional Isotropic Generalization of Quadrature Filters in Geometric Algebra.
Proceedings of the Algebraic Frames for the Perception-Action Cycle, 2000

1999
Optimized Fast Algorithms for the Quaternionic Fourier Transform.
Proceedings of the Computer Analysis of Images and Patterns, 8th International Conference, 1999


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