Heikki Huttunen

According to our database1, Heikki Huttunen authored at least 79 papers between 1994 and 2019.

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

Timeline

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Bibliography

2019
Guest Editorial: Special Issue on Machine Learning Implementations.
Signal Processing Systems, 2019

Bayesian receiver operating characteristic metric for linear classifiers.
Pattern Recognit. Lett., 2019

Cumulative attribute space regression for head pose estimation and color constancy.
Pattern Recognit., 2019

An integrated hardware/software design methodology for signal processing systems.
J. Syst. Archit., 2019

On the Fault Proneness of SonarQube Technical Debt Violations: A comparison of eight Machine Learning Techniques.
CoRR, 2019

Surface Type Classification for Autonomous Robot Indoor Navigation.
CoRR, 2019

HARK Side of Deep Learning - From Grad Student Descent to Automated Machine Learning.
CoRR, 2019

DL-CFAR: A Novel CFAR Target Detection Method Based on Deep Learning.
Proceedings of the 90th IEEE Vehicular Technology Conference, 2019

Investigation of Egocentric Social Structures for Diversity-Enhancing Followee Recommendations.
Proceedings of the Adjunct Publication of the 27th Conference on User Modeling, 2019

Semantic segmentation with inexpensive simulated data.
Proceedings of the 2019 IEEE Nordic Circuits and Systems Conference, 2019

Comparing Optimization Methods of Neural Networks for Real-time Inference.
Proceedings of the 27th European Signal Processing Conference, 2019

Elastic Neural Networks for Classification.
Proceedings of the IEEE International Conference on Artificial Intelligence Circuits and Systems, 2019

2018
PRUNE: Dynamic and Decidable Dataflow for Signal Processing on Heterogeneous Platforms.
IEEE Trans. Signal Processing, 2018

Real Time System for Facial Analysis.
CoRR, 2018

Acoustic Scene Classification: a Competition Review.
Proceedings of the 28th IEEE International Workshop on Machine Learning for Signal Processing, 2018

Classification of Building Information Model (BIM) Structures with Deep Learning.
Proceedings of the 7th European Workshop on Visual Information Processing, 2018

Embedded Implementation of a Deep Learning Smile Detector.
Proceedings of the 7th European Workshop on Visual Information Processing, 2018

Faster Bounding Box Annotation for Object Detection in Indoor Scenes.
Proceedings of the 7th European Workshop on Visual Information Processing, 2018

Binarized Convolutional Neural Networks for Efficient Inference on GPUs.
Proceedings of the 26th European Signal Processing Conference, 2018

Elastic Neural Networks: A Scalable Framework for Embedded Computer Vision.
Proceedings of the 26th European Signal Processing Conference, 2018

2017
Convolutional Recurrent Neural Networks for Polyphonic Sound Event Detection.
IEEE/ACM Trans. Audio, Speech & Language Processing, 2017

Hardware design methodology using lightweight dataflow and its integration with low power techniques.
J. Syst. Archit., 2017

Evaluation of Visual Tracking Algorithms for Embedded Devices.
Proceedings of the Image Analysis - 20th Scandinavian Conference, 2017

2016
Comparison of Feature Selection Techniques in Machine Learning for Anatomical Brain MRI in Dementia.
Neuroinformatics, 2016

Car type recognition with Deep Neural Networks.
Proceedings of the 2016 IEEE Intelligent Vehicles Symposium, 2016

Supervised method for cell counting from bright field focus stacks.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Clustering benefits in mobile-centric WiFi positioning in multi-floor buildings.
Proceedings of the International Conference on Localization and GNSS, 2016

Recurrent neural networks for polyphonic sound event detection in real life recordings.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Resource-constrained implementation and optimization of a deep neural network for vehicle classification.
Proceedings of the 24th European Signal Processing Conference, 2016

Low power design methodology for signal processing systems using lightweight dataflow techniques.
Proceedings of the 2016 Conference on Design and Architectures for Signal and Image Processing (DASIP), 2016

Color-distribution similarity by information theoretic divergence for color images.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2016

2015
Model selection for linear classifiers using Bayesian error estimation.
Pattern Recognit., 2015

Machine learning framework for early MRI-based Alzheimer's conversion prediction in MCI subjects.
NeuroImage, 2015

Computer Vision for Head Pose Estimation: Review of a Competition.
Proceedings of the Image Analysis - 19th Scandinavian Conference, 2015

Training based cell detection from bright-field microscope images.
Proceedings of the 9th International Symposium on Image and Signal Processing and Analysis, 2015

Polyphonic sound event detection using multi label deep neural networks.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Multi-label vs. combined single-label sound event detection with deep neural networks.
Proceedings of the 23rd European Signal Processing Conference, 2015

2014
Recognition of acoustic events using deep neural networks.
Proceedings of the 22nd European Signal Processing Conference, 2014

2013
Mind reading with regularized multinomial logistic regression.
Mach. Vis. Appl., 2013

Bioprocess data mining using regularized regression and random forests.
BMC Systems Biology, 2013

Bayesian error estimation and model selection in sparse logistic regression.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2013

The 9th annual MLSP competition: New methods for acoustic classification of multiple simultaneous bird species in a noisy environment.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2013

Color-tone similarity of digital images.
Proceedings of the IEEE International Conference on Image Processing, 2013

2012
The eighth annual MLSP competition: Second place team.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2012

Image segmentation using sparse logistic regression with spatial prior.
Proceedings of the 20th European Signal Processing Conference, 2012

Polynomial pulp fiber modeling.
Proceedings of the 20th European Signal Processing Conference, 2012

Color-tone similarity on digital images.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2012

2011
Automatic detection of changes in the dynamics of delayed stochastic gene networks and in vivo production of RNA molecules in Escherichia coli.
Bioinformatics, 2011

Point Pattern Matching for 2-D Point Sets with Regular Structure.
Proceedings of the Image Analysis - 17th Scandinavian Conference, 2011

Kernel Fisher Discriminant and Elliptic Shape Model for Automatic Measurement of Allergic Reactions.
Proceedings of the Image Analysis - 17th Scandinavian Conference, 2011

Face Prediction from fMRI Data during Movie Stimulus: Strategies for Feature Selection.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2011, 2011

2010
Identity verification based on vessel matching from fundus images.
Proceedings of the International Conference on Image Processing, 2010

2008
Object detection for dynamic adaptation of interconnections in inkjet printed electronics.
Proceedings of the International Conference on Image Processing, 2008

Benchmark set of synthetic images for validating cell image analysis algorithms.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

2007
Computational Framework for Simulating Fluorescence Microscope Images With Cell Populations.
IEEE Trans. Med. Imaging, 2007

2006
Character recognition by best anisotropic local bases and neural networks.
Proceedings of the Image Processing: Algorithms and Systems IV, 2006

Skewness correction in automatic license plate recognition.
Proceedings of the Image Processing: Algorithms and Systems IV, 2006

Estimating the distribution of particle dimensions from electron microscope images.
Proceedings of the Image Processing: Algorithms and Systems IV, 2006

2005
Robust detection of periodic time series measured from biological systems.
BMC Bioinformatics, 2005

2003
Estimation and inversion of the effects of cell population asynchrony in gene expression time-series.
Signal Process., 2003

Detecting Periodicity in Nonideal Datasets.
Proceedings of the Third SIAM International Conference on Data Mining, 2003

Statistical characterization of detail preservation.
Proceedings of the Image Processing: Algorithms and Systems II, 2003

2002
Using a spectral technique, genetic algorithms and decision diagrams for finding unconditional table tests.
Proceedings of the 2002 International Symposium on Circuits and Systems, 2002

Local entropy estimation in particle velocity images using histogram deconvolution.
Proceedings of the Image Processing: Algorithms and Systems, 2002

2001
Design of weighted order statistic filters by training-based optimization.
Proceedings of the Sixth International Symposium on Signal Processing and its Applications, 2001

2000
Using permutations to hide information.
Proceedings of the 10th European Signal Processing Conference, 2000

1999
Complexity Aspects of Recursive and Nonrecursive Soft Morphological Filters.
Proceedings of the Signal and Image Processing (SIP), 1999

Ordering methods for multivariate RCRS filters.
Proceedings of the IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing (NSIP'99), 1999

Training Based Optimization of Weighted Order Statistic Filters Under Breakdown Criteria.
Proceedings of the 1999 International Conference on Image Processing, 1999

Property analysis of noise-suppressing L-filters for speckle image processing.
Proceedings of the Nonlinear Image Processing X, 1999

1998
RCRS Filters for Digital Image Sequences.
Proceedings of the Noblesse Workshop on Non-Linear Model Based Image Analysis, 1998

1997
Nonlinear locally adaptive and iterative algorithms of image restoration.
J. Electronic Imaging, 1997

Wavelet packets and genetic algorithms.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

1996
Comments on "Analysis of the properties of soft morphological filtering using threshold decomposition".
IEEE Trans. Signal Processing, 1996

Training-based optimization of soft morphological filters.
J. Electronic Imaging, 1996

Signal quantization and the optimization of digital filters.
Proceedings of the Nonlinear Image Processing VII, 1996

Optimal RASF filtering.
Proceedings of the Nonlinear Image Processing VII, 1996

1995
Shape preservation criteria and optimal soft morphological filtering.
Journal of Mathematical Imaging and Vision, 1995

1994
Text enhancement method based on soft morphological filters.
Proceedings of the Document Recognition, San Jose, CA, USA, February 6, 1994, 1994


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