Pekka J. Toivanen

According to our database1, Pekka J. Toivanen authored at least 86 papers between 1993 and 2024.

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

Timeline

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Bibliography

2024
Efficiency Meets Accuracy: Benchmarking Object Detection Models for Pathology Detection in Wireless Capsule Endoscopy.
IEEE Access, 2024

2023
Convolutional neural networks for real-time wood plank detection and defect segmentation.
F1000Research, 2023

A novel deep learning method for recognizing texts printed with multiple different printing methods.
F1000Research, 2023

2022
Recent advancements in machine vision methods for product code recognition: A systematic review.
F1000Research, 2022

Real-time defect detection and classification on wood surfaces using deep learning.
Proceedings of the Image Processing: Algorithms and Systems XX, 2022

2021
Proposal of a novel Artificial Intelligence Distribution Service platform for healthcare.
F1000Research, 2021

AI in healthcare: A narrative review.
F1000Research, 2021

An Overview of IoT-Based Architecture Model for Smart Home Systems.
Proceedings of the Intelligent Systems Design and Applications, 2021

Investigating Drug Peddling in Nigeria Using a Machine Learning Approach.
Proceedings of the Intelligent Systems Design and Applications, 2021

Text Recognition of Cardboard Pharmaceutical Packages by Utilizing Machine Vision.
Proceedings of the Image Processing: Algorithms and Systems XIX, 2021

State-of-the-Art Techniques in Artificial Intelligence for Continual Learning: A Review.
Proceedings of the Position and Communication Papers of the 16th Conference on Computer Science and Intelligence Systems, 2021

2020
Harmonization and Categorization of Metrics and Criteria for Evaluation of Recommender Systems in Healthcare From Dual Perspectives.
Int. J. E Health Medical Commun., 2020

Survey to healthcare professionals on the practicality of AI services for healthcare.
F1000Research, 2020

A Novel Generalized Form of Cure Rate Model for an Infectious Disease with Co-infection.
Proceedings of the Intelligent Systems Design and Applications, 2020

2019
Improving the design of a recommendation system using evaluation criteria and metrics as a guide.
J. Syst. Inf. Technol., 2019

Optimal price-based control of heterogeneous thermostatically controlled loads under uncertainty using LSTM networks and genetic algorithms.
F1000Research, 2019

Integration of Recommendation Systems Into Connected Health for Effective Management of Chronic Diseases.
IEEE Access, 2019

2017
Three main paradigms of simultaneous localization and mapping (SLAM) problem.
Proceedings of the Tenth International Conference on Machine Vision, 2017

2016
Nuclei Malignancy Analysis Based on an Adaptive Bottom-Hat Filter.
Proceedings of the Intelligent Systems Design and Applications, 2016

2015
Systematic Literature Review on Empirical Results and Practical Implementations of Healthcare Recommender Systems: Lessons Learned and a Novel Proposal.
Int. J. Heal. Inf. Syst. Informatics, 2015

Current analysis approaches and performance needs for whole slide image processing in breast cancer diagnostics.
Proceedings of the 2015 International Conference on Embedded Computer Systems: Architectures, 2015

Morphological extraction of cancerous nucleus in the diagnostics of breast cancer.
Proceedings of the 15th International Conference on Intelligent Systems Design and Applications, 2015

Optimized curve design for image analysis using localized geodesic distance transformations.
Proceedings of the Image Processing: Algorithms and Systems XIII, 2015

Adaptive Methods for Managing Heterogeneity in Smart Spaces.
Proceedings of the Internet of Things. IoT Infrastructures, 2015

2014
Mobile Health Applications: A Comparative Analysis and a Novel Mobile Health Platform.
Proceedings of the Sensor Systems and Software - 5th International Conference, 2014

Design of a Novel Adaptive Indoor Air Quality Control for Co-learning Smart House.
Proceedings of the Sensor Systems and Software - 5th International Conference, 2014

Computer-aided breast cancer histopathological diagnosis: Comparative analysis of three DTOCS-based features: SW-DTOCS, SW-WDTOCS and SW-3-4-DTOCS.
Proceedings of the 4th International Conference on Image Processing Theory, 2014

Three practical attacks against ZigBee security: Attack scenario definitions, practical experiments, countermeasures, and lessons learned.
Proceedings of the 14th International Conference on Hybrid Intelligent Systems, 2014

Computer-assisted image analysis of histopathological breast cancer images using step-DTOCS.
Proceedings of the 14th International Conference on Hybrid Intelligent Systems, 2014

2013
Bluetooth Security Attacks - Comparative Analysis, Attacks, and Countermeasures.
Springer Briefs in Computer Science, Springer, ISBN: 978-3-642-40646-1, 2013

Wireless indoor tracking of livestock for behavioral analysis.
Proceedings of the 2013 9th International Wireless Communications and Mobile Computing Conference, 2013

Towards more accurate and intelligent recommendation systems.
Proceedings of the 13th International Conference on Intellient Systems Design and Applications, 2013

3D imaging of human brain in the diagnostics of insomnia and depression: A comparative analysis, a novel insomnia/depression diagnostics approach, and lessons learned.
Proceedings of the 13th International Conference on Intellient Systems Design and Applications, 2013

A novel recommendation system approach utilizing social network profiles.
Proceedings of the 13th International Conference on Hybrid Intelligent Systems, 2013

Security Threats in ZigBee-Enabled Systems: Vulnerability Evaluation, Practical Experiments, Countermeasures, and Lessons Learned.
Proceedings of the 46th Hawaii International Conference on System Sciences, 2013

2011
Towards particle system based stress visualization.
Simul. Model. Pract. Theory, 2011

2010
Two practical man-in-the-middle attacks on Bluetooth secure simple pairing and countermeasures.
IEEE Trans. Wirel. Commun., 2010

New Efficient RF Fingerprint-Based Security Solution for Bluetooth Secure Simple Pairing.
Proceedings of the 43rd Hawaii International International Conference on Systems Science (HICSS-43 2010), 2010

2009
Lossless Compression of Ultraspectral Sounder Data Using Linear Prediction With Constant Coefficients.
IEEE Geosci. Remote. Sens. Lett., 2009

Challenges in Computational Histopathology: The Feasibility of FTIR Spectroscopy in Clustering.
Proceedings of the Fifth International Conference on Signal-Image Technology & Internet-Based Systems, 2009

Visual data flow languages with action systems.
Proceedings of the International Multiconference on Computer Science and Information Technology, 2009

Designing and Implementing an Embedded Linux for Limited Resource Devices.
Proceedings of the Eighth International Conference on Networks, 2009

Roller: Adding Target-Oriented Behavior to a Wheeled Mobile Agent.
Proceedings of the CSIE 2009, 2009 WRI World Congress on Computer Science and Information Engineering, March 31, 2009

2008
Lossless Compression of Hyperspectral Images Using a Quantized Index to Lookup Tables.
IEEE Geosci. Remote. Sens. Lett., 2008

Measurement Noise in Photometric Stereo Based Surface Reconstruction.
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

2007
Distance and nearest neighbor transforms on gray-level surfaces.
Pattern Recognit. Lett., 2007

Paper Surface Topography Using Three-light Photometric Stereo.
Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2007), 2007

On Surface Topography Reconstruction from Gradient Fields.
Proceedings of the International Conference on Image Processing, 2007

2006
Distance Transforms on Anisotropic Surfaces for Surface Roughness Measurement.
Proceedings of the Discrete Geometry for Computer Imagery, 13th International Conference, 2006

A Novel Technique of Spectral Image Quality Assessment Based on Structural Similarity Measure.
Proceedings of the 3rd European Conference on Colour in Graphics, Imaging, and Vision, 2006

3D Similarity index for Evaluating Quality of Lossy Compressed Spectral Images.
Proceedings of the 3rd European Conference on Colour in Graphics, Imaging, and Vision, 2006

Lossless Hyperspectral Image Compression via Linear Prediction.
Proceedings of the Hyperspectral Data Compression, 2006

2005
Correlation-based band-ordering heuristic for lossless compression of hyperspectral sounder data.
IEEE Geosci. Remote. Sens. Lett., 2005

Parallel implementation of linear prediction model for lossless compression of hyperspectral airborne visible infrared imaging spectrometer images.
J. Electronic Imaging, 2005

Shortest routes on varying height surfaces using gray-level distance transforms.
Image Vis. Comput., 2005

Fractal Dimension Analysis and Statistical Processing of Paper Surface Images Towards Surface Roughness Measurement.
Proceedings of the Image Analysis, 14th Scandinavian Conference, 2005

Preferential Spectral Image Quality Model.
Proceedings of the Image Analysis, 14th Scandinavian Conference, 2005

Distance and Nearest Neighbor Transforms of Gray-Level Surfaces Using Priority Pixel Queue Algorithm.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2005

2004
Lossless Compression Methods for Hyperspectral Images.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Spectral Image Distortion Map.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Multidimensional median filtering of spectral images.
Proceedings of the Second European Conference on Colour in Graphics, Imaging, and Vision, 2004

Estimation of Just-Noticeable Differences in Multispectral Color Space.
Proceedings of the Second European Conference on Colour in Graphics, Imaging, and Vision, 2004

Computational Model for Chromaticity Differences.
Proceedings of the Second European Conference on Colour in Graphics, Imaging, and Vision, 2004

New Linear Prediction Model for Lossless Compression of Hyperspectral Images.
Proceedings of the Second European Conference on Colour in Graphics, Imaging, and Vision, 2004

Color Differences in a Spectral Space.
Proceedings of the Second European Conference on Colour in Graphics, Imaging, and Vision, 2004

2003
Clustered DPCM for the lossless compression of hyperspectral images.
IEEE Trans. Geosci. Remote. Sens., 2003

Edge detection in multispectral images using the self-organizing map.
Pattern Recognit. Lett., 2003

Implementation of Linear Prediction Models for Lossless Compression of Hyperspectral Images in Novel Parallel Environments.
Proceedings of the Image Analysis, 13th Scandinavian Conference, 2003

Soft morphological Filtering of Spectral Images.
Proceedings of the Image Analysis, 13th Scandinavian Conference, 2003

Enhanced Model for Chromaticity Differences.
Proceedings of the Image Analysis, 13th Scandinavian Conference, 2003

Shortest Route on Gray-Level Map Using Distance Transform on Curved Space.
Proceedings of the Image Analysis, 13th Scandinavian Conference, 2003

Watermarking Spectral Images Through the PCA Transform.
Proceedings of the PICS 2003: The PICS Conference, 2003

Digital watermarking of spectral images in PCA/wavelet-transform domain.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

Shortest Route on Height Map Using Gray-Level Distance Transforms.
Proceedings of the Discrete Geometry for Computer Imagery, 11th International Conference, 2003

2002
Improved vector quantization for lossless compression of AVIRIS images.
Proceedings of the 11th European Signal Processing Conference, 2002

Chromaticity Difference from Surfaces Defined from MacAdam Ellipses.
Proceedings of the First European Conference on Colour in Graphics, Imaging, and Vision, 2002

2001
Positioning of Flexible Boom Structure Using Neural Networks.
Proceedings of the Computer Analysis of Images and Patterns, 9th International Conference, 2001

2000
Multispectral Image Color Encoding.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Image compression using derivative information with Distance Transforms.
Proceedings of the 10th European Signal Processing Conference, 2000

New multispectral edge detection methods based on roughness and differential Prewitt.
Proceedings of the 10th European Signal Processing Conference, 2000

1999
Image compression using the distance transform on curved space (DTOCS) and Delaunay triangulation.
Pattern Recognit. Lett., 1999

1998
Sequential local transform algorithms for gray-level distance transforms.
Proceedings of the 9th European Signal Processing Conference, 1998

Image compression utilizing the DTOCS, topological raster patterns and delaunay triangulation.
Proceedings of the 9th European Signal Processing Conference, 1998

1996
Erratum to "New geodesic distance transforms for gray-scale images" [Pattern Recognition Letters 17 (1996) 437-450].
Pattern Recognit. Lett., 1996

New geodosic distance transforms for gray-scale images.
Pattern Recognit. Lett., 1996

1993
Image compression by selecting control points using distance function on curved space.
Pattern Recognit. Lett., 1993


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