Janne Heikkilä

According to our database1, Janne Heikkilä authored at least 162 papers between 1996 and 2019.

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

Timeline

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Bibliography

2019
Dynamic Texture Classification Using Unsupervised 3D Filter Learning and Local Binary Encoding.
IEEE Trans. Multimedia, 2019

3D Multi-Resolution Optical Flow Analysis of Cardiovascular Pulse Propagation in Human Brain.
IEEE Trans. Med. Imaging, 2019

A Star Sensor On-Orbit Calibration Method Based on Singular Value Decomposition.
Sensors, 2019

Predicting Novel Views Using Generative Adversarial Query Network.
CoRR, 2019

Rethinking the Evaluation of Video Summaries.
CoRR, 2019

An efficient solution for semantic segmentation: ShuffleNet V2 with atrous separable convolutions.
CoRR, 2019

Gyroscope-Aided Motion Deblurring with Deep Networks.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

An Efficient Solution for Semantic Segmentation: ShuffleNet V2 with Atrous Separable Convolutions.
Proceedings of the Image Analysis - 21st Scandinavian Conference, 2019

Predicting Novel Views Using Generative Adversarial Query Network.
Proceedings of the Image Analysis - 21st Scandinavian Conference, 2019

2018
Dynamic Texture Recognition Using Volume Local Binary Count Patterns With an Application to 2D Face Spoofing Detection.
IEEE Trans. Multimedia, 2018

LSD2 - Joint Denoising and Deblurring of Short and Long Exposure Images with Convolutional Neural Networks.
CoRR, 2018

Inertial-aided Motion Deblurring with Deep Networks.
CoRR, 2018

Leveraging Unlabeled Whole-Slide-Images for Mitosis Detection.
CoRR, 2018

Fast Motion Deblurring for Feature Detection and Matching Using Inertial Measurements.
CoRR, 2018

Accurate 3-D Reconstruction with RGB-D Cameras using Depth Map Fusion and Pose Refinement.
CoRR, 2018

Leveraging Unlabeled Whole-Slide-Images for Mitosis Detection.
Proceedings of the Computational Pathology and Ophthalmic Medical Image Analysis, 2018

Accurate 3-D Reconstruction with RGB-D Cameras using Depth Map Fusion and Pose Refinement.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Fast Motion Deblurring for Feature Detection and Matching Using Inertial Measurements.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

2017
Media computing and applications for immersive communications: recent advances.
J. Ambient Intelligence and Humanized Computing, 2017

Cell Tracking via Proposal Generation and Selection.
CoRR, 2017

Robust and Practical Depth Map Fusion for Time-of-Flight Cameras.
Proceedings of the Image Analysis - 20th Scandinavian Conference, 2017

Inertial-based scale estimation for structure from motion on mobile devices.
Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017

Dynamic texture recognition using multiscale PCA-learned filters.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Towards Virtual H&E Staining of Hyperspectral Lung Histology Images Using Conditional Generative Adversarial Networks.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Using Sparse Elimination for Solving Minimal Problems in Computer Vision.
Proceedings of the IEEE International Conference on Computer Vision, 2017

2016
Parallax correction via disparity estimation in a multi-aperture camera.
Mach. Vis. Appl., 2016

Guest Editorial: Immersive Audio/Visual Systems.
Multimedia Tools Appl., 2016

MORE - a multimodal observation and analysis system for social interaction research.
Multimedia Tools Appl., 2016

Video Summarization using Deep Semantic Features.
CoRR, 2016

Learning Joint Representations of Videos and Sentences with Web Image Search.
CoRR, 2016

Inertial-Based Scale Estimation for Structure from Motion on Mobile Devices.
CoRR, 2016

Forget the checkerboard: Practical self-calibration using a planar scene.
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

Cell Segmentation Proposal Network for Microscopy Image Analysis.
Proceedings of the Deep Learning and Data Labeling for Medical Applications, 2016

Joint cell segmentation and tracking using cell proposals.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Geometry based exhaustive line correspondence determination.
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016

Deep learning for magnification independent breast cancer histopathology image classification.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Cell proposal network for microscopy image analysis.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Learning Joint Representations of Videos and Sentences with Web Image Search.
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

Transfer Learning for Cell Nuclei Classification in Histopathology Images.
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

Video Summarization Using Deep Semantic Features.
Proceedings of the Computer Vision - ACCV 2016, 2016

2015
Registration of Images With N-Fold Dihedral Blur.
IEEE Trans. Image Processing, 2015

Quaternion Wiener Deconvolution for Noise Robust Color Image Registration.
IEEE Signal Process. Lett., 2015

Fast and accurate multi-view reconstruction by multi-stage prioritised matching.
IET Computer Vision, 2015

Zoom factor compensation for monocular SLAM.
Proceedings of the 2015 IEEE Virtual Reality, 2015

3D Point Representation For Pose Estimation: Accelerated SIFT vs ORB.
Proceedings of the Image Analysis - 19th Scandinavian Conference, 2015

Focal length change compensation for monocular slam.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

A novel feature descriptor based on microscopy image statistics.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Optimizing the Accuracy and Compactness of Multi-view Reconstructions.
Proceedings of the Computer Analysis of Images and Patterns, 2015

Disparity Estimation for Image Fusion in a Multi-aperture Camera.
Proceedings of the Computer Analysis of Images and Patterns, 2015

Human Epithelial Type 2 cell classification with convolutional neural networks.
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015

2014
Emotional Valence Recognition, Analysis of Salience and Eye Movements.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Detection of Tumor Cell Spheroids from Co-cultures Using Phase Contrast Images and Machine Learning Approach.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Analysis of Sampling Techniques for Learning Binarized Statistical Image Features Using Fixations and Salience.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

Segmentation of Cells from Spinning Disk Confocal Images Using a Multi-stage Approach.
Proceedings of the Computer Vision - ACCV 2014, 2014

DT-SLAM: Deferred Triangulation for Robust SLAM.
Proceedings of the 2nd International Conference on 3D Vision, 2014

Line Matching and Pose Estimation for Unconstrained Model-to-Image Alignment.
Proceedings of the 2nd International Conference on 3D Vision, 2014

2013
Local Phase Quantization for Blur Insensitive Texture Description.
Proceedings of the Local Binary Patterns: New Variants and Applications, 2013

Blur Invariant Translational Image Registration for N -fold Symmetric Blurs.
IEEE Trans. Image Processing, 2013

Stochastic bottom-up fixation prediction and saccade generation.
Image Vision Comput., 2013

Sparse Motion Segmentation using Propagation of Feature Labels.
Proceedings of the VISAPP 2013, 2013

Saliency Detection Using Joint Temporal and Spatial Decorrelation.
Proceedings of the Image Analysis, 18th Scandinavian Conference, 2013

Merging Overlapping Depth Maps into a Nonredundant Point Cloud.
Proceedings of the Image Analysis, 18th Scandinavian Conference, 2013

Depth Map Inpainting under a Second-Order Smoothness Prior.
Proceedings of the Image Analysis, 18th Scandinavian Conference, 2013

Gesture interaction for wall-sized touchscreen display.
Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2013

Spherical Center-Surround for Video Saliency Detection Using Sparse Sampling.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2013

A Learned Joint Depth and Intensity Prior Using Markov Random Fields.
Proceedings of the 2013 International Conference on 3D Vision, 2013

2012
Joint Depth and Color Camera Calibration with Distortion Correction.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Local phase quantization for blur-insensitive image analysis.
Image Vision Comput., 2012

Robust and accurate multi-view reconstruction by prioritized matching.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Local phase quantization descriptors for blur robust and illumination invariant recognition of color textures.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Combining Textural and Geometrical Descriptors for Scene Recognition.
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

Temporal Saliency for Fast Motion Detection.
Proceedings of the Computer Vision - ACCV 2012 Workshops, 2012

2011
Fast and Efficient Saliency Detection Using Sparse Sampling and Kernel Density Estimation.
Proceedings of the Image Analysis - 17th Scandinavian Conference, 2011

Volume Local Phase Quantization for Blur-Insensitive Dynamic Texture Classification.
Proceedings of the Image Analysis - 17th Scandinavian Conference, 2011

Degradation Based Blind Image Quality Evaluation.
Proceedings of the Image Analysis - 17th Scandinavian Conference, 2011

Real-Time Detection of Landscape Scenes.
Proceedings of the Image Analysis - 17th Scandinavian Conference, 2011

Multi-view Alpha Matte for Free Viewpoint Rendering.
Proceedings of the Computer Vision/Computer Graphics Collaboration Techniques, 2011

Robust airlight estimation for haze removal from a single image.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2011

Accurate and Practical Calibration of a Depth and Color Camera Pair.
Proceedings of the Computer Analysis of Images and Patterns, 2011

2010
Local Harmonic Motion Monitoring of Focused Ultrasound Surgery - A Simulation Model.
IEEE Trans. Biomed. Engineering, 2010

Evaluation of Denoising Methods with Raw Images and Perceptual Measures.
Proceedings of the VISAPP 2010 - Proceedings of the Fifth International Conference on Computer Vision Theory and Applications, Angers, France, May 17-21, 2010, 2010

Multi-object Tracking based on Soft Assignment of Detection Responses.
Proceedings of the VISAPP 2010 - Proceedings of the Fifth International Conference on Computer Vision Theory and Applications, Angers, France, May 17-21, 2010, 2010

The Structural Form in Image Categorization.
Proceedings of the VISAPP 2010 - Proceedings of the Fifth International Conference on Computer Vision Theory and Applications, Angers, France, May 17-21, 2010, 2010

Compressing Sparse Feature Vectors Using Random Ortho-Projections.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

A Human Detection Framework for Heavy Machinery.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Improved Blur Insensitivity for Decorrelated Local Phase Quantization.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Segmenting Salient Objects from Images and Videos.
Proceedings of the Computer Vision - ECCV 2010, 2010

Spatial-Temporal Granularity-Tunable Gradients Partition (STGGP) Descriptors for Human Detection.
Proceedings of the Computer Vision, 2010

Isotropic Granularity-tunable gradients partition (IGGP) descriptors for human detection.
Proceedings of the British Machine Vision Conference, 2010

2009
Weighted DFT Based Blur Invariants for Pattern Recognition.
Proceedings of the Image Analysis, 16th Scandinavian Conference, 2009

Dense and Deformable Motion Segmentation for Wide Baseline Images.
Proceedings of the Image Analysis, 16th Scandinavian Conference, 2009

Applying Visual Object Categorization and Memory Colors for Automatic Color Constancy.
Proceedings of the Image Analysis and Processing, 2009

A Simple and efficient saliency detector for background subtraction.
Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009

2008
Geometric Camera Calibration.
Proceedings of the Wiley Encyclopedia of Computer Science and Engineering, 2008

Measuring and modelling sewer pipes from video.
Mach. Vis. Appl., 2008

Constrain Propagation for Ghost Removal in High Dynamic Range Images.
Proceedings of the VISAPP 2008: Proceedings of the Third International Conference on Computer Vision Theory and Applications, Funchal, Madeira, Portugal, January 22-25, 2008, 2008

A Feature Guided Particle Filter for Robust Handtracking.
Proceedings of the VISAPP 2008: Proceedings of the Third International Conference on Computer Vision Theory and Applications, Funchal, Madeira, Portugal, January 22-25, 2008, 2008

Self-calibration of Central Cameras from Point Correspondences by Minimizing Angular Error.
Proceedings of the Computer Vision and Computer Graphics. Theory and Applications, 2008

Self-Calibration of Central Cameras by Minimizing Angular Error.
Proceedings of the VISAPP 2008: Proceedings of the Third International Conference on Computer Vision Theory and Applications, Funchal, Madeira, Portugal, January 22-25, 2008, 2008

Adaptive Motion-Based Gesture Recognition Interface for Mobile Phones.
Proceedings of the Computer Vision Systems, 6th International Conference, 2008

Rotation invariant local phase quantization for blur insensitive texture analysis.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Recognition of blurred faces using Local Phase Quantization.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Body part segmentation of noisy human silhouette images.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Blur Insensitive Texture Classification Using Local Phase Quantization.
Proceedings of the Image and Signal Processing - 3rd International Conference, 2008

Face Tracking for Spatially Aware Mobile User Interfaces.
Proceedings of the Image and Signal Processing - 3rd International Conference, 2008

Multi-object tracking using binary masks.
Proceedings of the International Conference on Image Processing, 2008

A Method for Blur and Affine Invariant Object Recognition Using Phase-Only Bispectrum.
Proceedings of the Image Analysis and Recognition, 5th International Conference, 2008

Scallop : An open peer-to-peer framework for distributed sensor networks.
Proceedings of the 2008 Second ACM/IEEE International Conference on Distributed Smart Cameras, 2008

Object recognition and segmentation by non-rigid quasi-dense matching.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Blur and Contrast Invariant Fast Stereo Matching.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2008

On Bin Configuration of Shape Context Descriptors in Human Silhouette Classification.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2008

2007
Image Registration Using Blur-Invariant Phase Correlation.
IEEE Signal Process. Lett., 2007

Vision-based motion estimation for interaction with mobile devices.
Computer Vision and Image Understanding, 2007

Nonlinear Functionals in the Construction of Multiscale Affine Invariants.
Proceedings of the Image Analysis, 15th Scandinavian Conference, 2007

A Visual System for Hand Gesture Recognition in Human-Computer Interaction.
Proceedings of the Image Analysis, 15th Scandinavian Conference, 2007

Object Recognition Using Frequency Domain Blur Invariant Features.
Proceedings of the Image Analysis, 15th Scandinavian Conference, 2007

Monocular Point Based Pose Estimation of Artificial Markers by Using Evolutionary Computing.
Proceedings of the Image Analysis, 15th Scandinavian Conference, 2007

A Method for Blur and Similarity Transform Invariant Object Recognition.
Proceedings of the 14th International Conference on Image Analysis and Processing (ICIAP 2007), 2007

Document Image Mosaicing with Mobile Phones.
Proceedings of the 14th International Conference on Image Analysis and Processing (ICIAP 2007), 2007

A New Rotation Search for Dependent Rate-Distortion Optimization in Video Coding.
Proceedings of the IEEE International Conference on Acoustics, 2007

Global motion estimation using block matching with uncertainty analysis.
Proceedings of the 15th European Signal Processing Conference, 2007

Blur invariant registration of rotated, scaled and shifted images.
Proceedings of the 15th European Signal Processing Conference, 2007

2006
Video filtering with Fermat number theoretic transforms using residue number system.
IEEE Trans. Circuits Syst. Video Techn., 2006

A New Convexity Measure Based on a Probabilistic Interpretation of Images.
IEEE Trans. Pattern Anal. Mach. Intell., 2006

Generalized affine moment invariants for object recogntion.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Motion-Based Handwriting Recognition for Mobile Interaction.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Improved Unsymmetric-Cross Multi-Hexagon-Grid Search Algorithm for Fast Block Motion Estimation.
Proceedings of the International Conference on Image Processing, 2006

Multiscale Autoconvolution Histograms for Affine Invariant Pattern Recognition.
Proceedings of the British Machine Vision Conference 2006, 2006

A New Affine Invariant Image Transform Based on Ridgelets.
Proceedings of the British Machine Vision Conference 2006, 2006

Algorithms for Computing a Planar Homography from Conics in Correspondence.
Proceedings of the British Machine Vision Conference 2006, 2006

An Active Head Tracking System for Distance Education and Videoconferencing Applications.
Proceedings of the Advanced Video and Signal Based Surveillance, 2006

Motion Blur Concealment of Digital Video Using Invariant Features.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2006

2005
Affine Invariant Pattern Recognition Using Multiscale Autoconvolution.
IEEE Trans. Pattern Anal. Mach. Intell., 2005

Reduced Frame Quantization in Video Coding.
Proceedings of the Visual Content Processing and Representation, 2005

A New Method for Affine Registration of Images and Point Sets.
Proceedings of the Image Analysis, 14th Scandinavian Conference, 2005

Human Activity Recognition Using Sequences of Postures.
Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2005), 2005

A likelihood function for block-based motion analysis.
Proceedings of the 2005 International Conference on Image Processing, 2005

Affine registration with multi-scale autoconvolution.
Proceedings of the 2005 International Conference on Image Processing, 2005

A New Efficient Method for Producing Global Affine Invariants.
Proceedings of the Image Analysis and Processing, 2005

A Vision-Based Approach for Controlling User Interfaces of Mobile Devices.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005

2004
A new class of shift-invariant operators.
IEEE Signal Process. Lett., 2004

Pattern matching with affine moment descriptors.
Pattern Recognition, 2004

A real-time system for monitoring of cyclists and pedestrians.
Image Vision Comput., 2004

Motion Analysis Using Frame Differences with Spatial Gradient Measures.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Convexity Recognition Using Multi-Scale Autoconvolution.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Object Classification with Multi-Scale Autoconvolution.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Fast full search block motion estimation for H.264/AVC with multilevel successive elimination algorithm.
Proceedings of the 2004 International Conference on Image Processing, 2004

Image scale and rotation from the phase-only bispectrum.
Proceedings of the 2004 International Conference on Image Processing, 2004

Selection of the Lagrange multiplier for block-based motion estimation criteria.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

A Texture-based Method for Detecting Moving Objects.
Proceedings of the British Machine Vision Conference, 2004

2003
Efficient Method for Half-Pixel Block Motion Estimation Using Block Differentials.
Proceedings of the Visual Content Processing and Representation, 2003

A new rate-minimizing matching criterion and a fast algorithm for block motion estimation.
Proceedings of the 2003 International Conference on Image Processing, 2003

A statistical method for object alignment under affine transformation.
Proceedings of the 12th International Conference on Image Analysis and Processing (ICIAP 2003), 2003

2002
Multi-Scale Autoconvolution for Affine Invariant Pattern Recognition.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

2000
Geometric Camera Calibration Using Circular Control Points.
IEEE Trans. Pattern Anal. Mach. Intell., 2000

Intensity Independent Color Models and Visual Tracking.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Camera Motion Estimation from Non-Stationary Scenes Using EM-Based Motion Segmentation.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

1998
Linear motion estimation for image sequence based accurate 3-D measurements.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

Moment and curvature preserving technique for accurate ellipse boundary detection.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

1997
A Four-step Camera Calibration Procedure with Implicit Image Correction.
Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97), 1997

1996
accurate 3-D Measurement Using a Single Video Camera.
IJPRAI, 1996

Calibration procedure for short focal length off-the-shelf CCD cameras.
Proceedings of the 13th International Conference on Pattern Recognition, 1996


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