DAPlankton: Benchmark Dataset for Multi-instrument Plankton Recognition via Fine-grained Domain Adaptation | 2024 Publication type A4 Conference proceedings Author(s) Batrakhanov Daniel, Eerola Tuomas, Kraft Kaisa, Haraguchi Lumi, Lensu Lasse, Suikkanen Sanna, Camarena-Gómez María Teresa, Seppälä Jukka, Kälviäinen Heikki Water - Refining sidestreams into value Business and society - Sustainable renewal of business, industry and society Computer Vision and Pattern Recognition Environmental Science LUT School of Engineering Sciences
Survey of automatic plankton image recognition: challenges, existing solutions and future perspectives | 2024 Publication type A1 Journal article (refereed), original research Author(s) Eerola Tuomas, Batrakhanov Daniel, Vatankhah Barazandeh Nastaran, Kraft Kaisa, Haraguchi Lumi, Lensu Lasse, Suikkanen Sanna, Seppälä Jukka, Tamminen Timo, Kälviäinen Heikki Water - Refining sidestreams into value Artificial Intelligence Computer Vision and Pattern Recognition Environmental Science LUT School of Engineering Sciences
Content-Based Image Retrieval for Ringed Seal Re-Identification | 2023 Publication type B3 Unrefereed conference proceedings Author(s) Nepovinnykh Ekaterina, Eerola Tuomas, Kälviäinen Heikki Other Focus Area Business and society - Sustainable renewal of business, industry and society Animal Science and Zoology Computer Vision and Pattern Recognition LUT School of Engineering Sciences
EDEN: Deep Feature Distribution Pooling for Saimaa Ringed Seals Pattern Matching | 2023 Publication type A4 Conference proceedings Author(s) Chelak Ilia, Nepovinnykh Ekaterina, Eerola Tuomas, Kälviäinen Heikki, Belykh Igor Business and society - Sustainable renewal of business, industry and society Animal Science and Zoology Computer Vision and Pattern Recognition LUT School of Engineering Sciences
Re-identification of Saimaa Ringed Seals from Image Sequences | 2023 Publication type A4 Conference proceedings Author(s) Nepovinnykh Ekaterina, Vilkman Antti, Eerola Tuomas, Kälviäinen Heikki Business and society - Sustainable renewal of business, industry and society LUT School of Engineering Sciences
Toward phytoplankton parasite detection using autoencoders | 2023 Publication type A1 Journal article (refereed), original research Author(s) Bilik Simon, Batrakhanov Daniel, Eerola Tuomas, Haraguchi Lumi, Kraft Kaisa, Van den Wyngaert Silke, Kangas Jonna, Sjöqvist Conny, Madsen Karin, Lensu Lasse, Kälviäinen Heikki, Horak Karel Other Focus Area LUT School of Engineering Sciences
Matching individual Ladoga ringed seals across short-term image sequences | 2022 Publication type A1 Journal article (refereed), original research Author(s) Nepovinnykh Ekaterina, Chelak Ilia, Lushpanov Andrei, Eerola Tuomas, Kälviäinen Heikki, Chirkova Olga Other Focus Area Animal Science and Zoology Computer Vision and Pattern Recognition LUT School of Engineering Sciences
Open-Set Plankton Recognition Using Similarity Learning | 2022 Publication type A4 Conference proceedings Author(s) Badreldeen Bdawy Mohamed Ola, Eerola Tuomas, Kraft Kaisa, Lensu Lasse, Kälviäinen Heikki Water - Refining sidestreams into value Computer Vision and Pattern Recognition LUT School of Engineering Sciences
SealID: Saimaa Ringed Seal Re-Identification Dataset | 2022 Publication type A1 Journal article (refereed), original research Author(s) Nepovinnykh Ekaterina, Eerola Tuomas, Biard Vincent, Mutka Piia, Niemi Marja, Kunnasranta Mervi, Kälviäinen Heikki Other Focus Area Computer Science Applications Animal Science and Zoology LUT School of Engineering Sciences
Towards operational phytoplankton recognition with automated high-throughput imaging, near-real-time data processing, and convolutional neural networks | 2022 Publication type A1 Journal article (refereed), original research Author(s) Kraft Kaisa, Velhonoja Otso, Eerola Tuomas, Suikkanen Sanna, Tamminen Timo, Haraguchi Lumi, Ylöstalo Pasi, Kielosto Sami, Johansson Milla, Lensu Lasse, Kälviäinen Heikki, Haario Heikki, Seppälä Jukka Other Focus Area Computer Vision and Pattern Recognition Environmental Science LUT School of Engineering Sciences
On De-Interlacing and Sub-Pixel Precision Tracking | 2021 Publication type A4 Conference proceedings Author(s) Nawaz Aakif, Kuronen Toni, Eerola Tuomas, Lensu Lasse, Kälviäinen Heikki Other Focus Area Human-Computer Interaction Computer Vision and Pattern Recognition LUT School of Engineering Sciences
Plankton Recognition in Images with Varying Size | 2021 Publication type A4 Conference proceedings Author(s) Bureš Jaroslav, Eerola Tuomas, Lensu Lasse, Kälviäinen Heikki, Zemčík Pavel Artificial Intelligence Computer Vision and Pattern Recognition Ecology LUT School of Engineering Sciences
Virtual sawing using generative adversarial networks | 2021 Publication type A4 Conference proceedings Author(s) Batrakhanov Daniel, Zolotarev Fedor, Eerola Tuomas, Lensu Lasse, Kälviäinen Heikki Business and society - Sustainable renewal of business, industry and society Computer Vision and Pattern Recognition LUT School of Engineering Sciences
Modelling internal knot distribution using external log features | 2020 Publication type A1 Journal article (refereed), original research Author(s) Zolotarev Fedor, Eerola Tuomas, Lensu Lasse, Kälviäinen Heikki, Helin Tapio, Haario Heikki, Kauppi Tomi, Heikkinen Jere Forestry Applied Mathematics Computational Mathematics Computer Vision and Pattern Recognition LUT School of Engineering Sciences
Resolving overlapping convex objects in silhouette images by concavity analysis and Gaussian process | 2020 Publication type A1 Journal article (refereed), original research Author(s) Zafari Sahar, Murashkina Mariia, Eerola Tuomas, Sampo Jouni, Kälviäinen Heikki, Haario Heikki Computer Vision and Pattern Recognition LUT School of Engineering Sciences
Siamese Network Based Pelage Pattern Matching for Ringed Seal Re-identification | 2020 Publication type A4 Conference proceedings Author(s) Nepovinnykh Ekaterina, Eerola Tuomas, Kälviäinen Heikki Artificial Intelligence Computer Science Applications Computer Vision and Pattern Recognition LUT School of Engineering Sciences
Towards operational phytoplankton recognition with automated high-throughput imaging and compact convolutional neural networks | 2020 Publication type B1 Unrefereed journal article Author(s) Eerola Tuomas, Kraft Kaisa, Grönberg Osku, Lensu Lasse, Suikkanen Sanna, Seppälä Jukka, Tamminen Timo, Kälviäinen Heikki, Haario Heikki
3D Hand Movement Measurement Framework for Studying Human-Computer Interaction | 2019 Publication type A4 Conference proceedings Author(s) Kuronen Toni, Eerola Tuomas, Lensu Lasse, Häkkinen Jukka, Kälviäinen Heikki Human-Computer Interaction Signal Processing Computer Vision and Pattern Recognition LUT School of Engineering Sciences
Automated Segmentation of Nanoparticles in BF TEM Images by U-Net Binarization and Branch and Bound | 2019 Publication type A4 Conference proceedings Author(s) Zafari Sahar, Eerola Tuomas, Ferreira Paulo, Kälviäinen Heikki, Bovik Alan
Automated Segmentation of the Pectoral Muscle in Axial Breast MR Images | 2019 Publication type A4 Conference proceedings Author(s) Zafari Sahar, Diab Mazen, Eerola Tuomas, Hanson Summer E., Reece Gregory P., Whitman Gary J., Markey Mia K., Ravi-Chandar Krishnaswamy, Bovik Alan, Kälviäinen Heikki
Detection of Mechanical Damages in Sawn Timber Using Convolutional Neural Networks | 2019 Publication type A4 Conference proceedings Author(s) Rudakov Nikolay, Eerola Tuomas, Lensu Lasse, Kälviäinen Heikki, Haario Heikki Industrial and Manufacturing Engineering Computer Vision and Pattern Recognition LUT School of Engineering Sciences
Fine-Grained Wood Species Identification Using Convolutional Neural Networks | 2019 Publication type A4 Conference proceedings Author(s) Shustrov Dmitrii, Eerola Tuomas, Lensu Lasse, Kälviäinen Heikki, Haario Heikki
Timber Tracing with Multimodal Encoder-Decoder Networks | 2019 Publication type A4 Conference proceedings Author(s) Zolotarev Fedor, Eerola Tuomas, Lensu Lasse, Kälviäinen Heikki, Haario Heikki, Heikkinen Jere, Kauppi Tomi Computer Science Applications Computer Vision and Pattern Recognition LUT School of Engineering Sciences
Comparison of bubble detectors and size distribution estimators | 2018 Publication type A1 Journal article (refereed), original research Author(s) Ilonen Jarmo, Juránek Roman, Eerola Tuomas, Lensu Lasse, Dubská Markéta, Zemčík Pavel, Kälviäinen Heikki Artificial Intelligence Computer Vision and Pattern Recognition Chemical Engineering LUT School of Engineering Sciences
Comparison of Co-segmentation Methods for Wildlife Photo-identification | 2018 Publication type A4 Conference proceedings Author(s) Popova Anastasia, Eerola Tuomas, Kälviäinen Heikki Computer Vision and Pattern Recognition LUT School of Engineering Sciences
Fish Detection from Low Visibility Underwater Videos | 2018 Publication type A4 Conference proceedings Author(s) Shevchenko Violetta, Eerola Tuomas, Kaarna Arto Computer Vision and Pattern Recognition LUT School of Engineering Sciences
Identification of Saimaa Ringed Seal Individuals using Transfer Learning | 2018 Publication type A4 Conference proceedings Author(s) Nepovinnykh Ekaterina, Eerola Tuomas, Kälviäinen Heikki, Radchenko Gleb Computer Vision and Pattern Recognition LUT School of Engineering Sciences
Modeling Mass Transfer During Single Organic Droplet Formation and Rise | 2018 Publication type A1 Journal article (refereed), original research Author(s) Lahdenperä Esko, Tamminen Jussi, Koiranen Tuomas, Kuronen Toni, Eerola Tuomas, Lensu Lasse, Kälviäinen Heikki
The mass transfer and coalescence time scales in binary droplet systems for copper extraction | 2018 Publication type A1 Journal article (refereed), original research Author(s) Tamminen Jussi, Lahdenperä Esko, Koiranen Tuomas, Kuronen Toni, Eerola Tuomas, Lensu Lasse, Kälviäinen Heikki
Two-Camera Synchronization and Trajectory Reconstruction for a Touch Screen Usability Experiment | 2018 Publication type A4 Conference proceedings Author(s) Kuronen Toni, Eerola Tuomas, Lensu Lasse, Kälviäinen Heikki Human-Computer Interaction Signal Processing Computer Vision and Pattern Recognition LUT School of Engineering Sciences
A Novel Machine Vision Based Image Analysis Method for the Analysis of Mixing Elements in Rotary Drums | 2017 Publication type A1 Journal article (refereed), original research Author(s) Koiranen Tuomas, Melanen Tuomas, Ilonen Jarmo, Eerola Tuomas, Lensu Lasse, Kälviäinen Heikki Fluid Flow and Transfer Processes Computer Vision and Pattern Recognition LUT School of Engineering Sciences
Automatic individual identification of Saimaa ringed seals | 2017 Publication type A1 Journal article (refereed), original research Author(s) Chehrsimin Tina, Eerola Tuomas, Koivuniemi Meeri, Auttila Miina, Levänen Riikka, Niemi Marja, Kunnasranta Mervi, Kälviäinen Heikki Animal Science and Zoology Computer Vision and Pattern Recognition LUT School of Engineering Sciences
CASE KONECRANES: The Crane as Process Performance Analyzer | 2017 Publication type D2 Article in a professional research book (incl. editor’s introduction) Author(s) Mesiä Heikki, Malysheva Julia, Eerola Tuomas, Kälviäinen Heikki, Lensu Lasse Mechanical Engineering Computer Vision and Pattern Recognition LUT School of Engineering Sciences LUT School of Energy Systems
Comparison of Concave Point Detection Methods for Overlapping Convex Objects Segmentation | 2017 Publication type A4 Conference proceedings Author(s) Zafari Sahar, Eerola Tuomas, Sampo Jouni, Kälviäinen Heikki, Haario Heikki Computer Vision and Pattern Recognition LUT School of Engineering Sciences
Determination of single droplet sizes, velocities and concentrations with image analysis for reactive extraction of copper | 2017 Publication type A1 Journal article (refereed), original research Author(s) Tamminen Jussi, Lahdenperä Esko, Koiranen Tuomas, Kuronen Toni, Eerola Tuomas, Lensu Lasse, Kälviäinen Heikki Fluid Flow and Transfer Processes Computer Vision and Pattern Recognition LUT School of Engineering Sciences
Multi-camera Finger Tracking and 3D Trajectory Reconstruction for HCI Studies | 2017 Publication type A4 Conference proceedings Author(s) Lyubanenko Vadim, Kuronen Toni, Eerola Tuomas, Lensu Lasse, Kälviäinen Heikki, Häkkinen Jukka Experimental and Cognitive Psychology Human-Computer Interaction Computer Vision and Pattern Recognition LUT School of Engineering Sciences
Segmentation of Partially Overlapping Convex Objects Using Branch and Bound Algorithm | 2017 Publication type A4 Conference proceedings Author(s) Zafari Sahar, Eerola Tuomas, Sampo Jouni, Kälviäinen Heikki, Haario Heikki Computer Vision and Pattern Recognition LUT School of Engineering Sciences
Simultaneous Camera Calibration and Temporal Alignment of 2D and 3D Trajectories | 2017 Publication type A4 Conference proceedings Author(s) Herttuainen Joni, Eerola Tuomas, Lensu Lasse, Kälviäinen Heikki Human-Computer Interaction Computer Vision and Pattern Recognition LUT School of Engineering Sciences
Detection of Bubbles as Concentric Circular Arrangements | 2016 Publication type A1 Journal article (refereed), original research Author(s) Strokina Nataliya, Matas Jiri, Eerola Tuomas, Lensu Lasse, Kälviäinen Heikki Computer Vision and Pattern Recognition
Image-based characterization of the pulp flows | 2016 Publication type A1 Journal article (refereed), original research Author(s) Sorokin Mihail, Strokina Nataliya, Eerola Tuomas, Lensu Lasse, Karttunen Kyösti, Kälviäinen Heikki Fluid Flow and Transfer Processes Computer Vision and Pattern Recognition
High-Speed Hand Tracking for Studying Human-Computer Interaction | 2015 Publication type A4 Conference proceedings Author(s) Kuronen Toni, Eerola Tuomas, Lensu Lasse, Takatalo Jari, Häkkinen Jukka, Kälviäinen Heikki Human-Computer Interaction Computer Science (miscellaneous) Signal Processing
Online Measurement of the Bubble Size Distribution in Medium-Consistency Oxygen Delignification | 2015 Publication type A1 Journal article (refereed), original research Author(s) Mutikainen Heikki, Strokina Nataliya, Eerola Tuomas, Lensu Lasse, Kälviäinen Heikki, Käyhkö Jari Computer Vision and Pattern Recognition Chemical Engineering (miscellaneous)
Segmentation of Overlapping Elliptical Objects in Silhouette Images | 2015 Publication type A1 Journal article (refereed), original research Author(s) Zafari Sahar, Eerola Tuomas, Sampo Jouni, Kälviäinen Heikki, Haario Heikki
Segmentation of Partially Overlapping Nanoparticles Using Concave Points | 2015 Publication type A4 Conference proceedings Author(s) Zafari Sahar, Eerola Tuomas, Sampo Jouni, Kälviäinen Heikki, Haario Heikki Mathematics
Segmentation of Saimaa ringed seals for identification purposes | 2015 Publication type A4 Conference proceedings Author(s) Zhelezniakov Artem, Eerola Tuomas, Koivuniemi Meeri, Auttila Miina, Levänen Riikka, Niemi Marja, Koivuranta Mervi, Kälviäinen Heikki Computer Vision and Pattern Recognition Nature and Landscape Conservation Ecology
Comparison of appearance-based and geometry-based bubble detectors | 2014 Publication type A4 Conference proceedings Author(s) Strokina Nataliya, Juranek Roman, Eerola Tuomas, Lensu Lasse, Zemcik Pavel, Kälviäinen Heikki Computer Vision and Pattern Recognition
Comparison of general object trackers for hand tracking in high-speed videos | 2014 Publication type A4 Conference proceedings Author(s) Hiltunen Ville, Eerola Tuomas, Lensu Lasse, Kälviäinen Heikki Computer Vision and Pattern Recognition
Estimation of Bubble Size Distribution Based on Power Spectrum | 2014 Publication type A4 Conference proceedings Author(s) Ilonen Jarmo, Eerola Tuomas, Mutikainen Heikki, Lensu Lasse, Käyhkö Jari, Kälviäinen Heikki Computer Vision and Pattern Recognition
Image-based characterization of the pulp flows | 2014 Publication type Other Author(s) Sorokin Mikhail, Strokina Nataliya, Eerola Tuomas, Lensu Lasse, Kälviäinen Heikki Computer Vision and Pattern Recognition
Study of no-reference image quality assessment algorithms on printed images | 2014 Publication type A1 Journal article (refereed), original research Author(s) Eerola Tuomas, Lensu Lasse, Kälviäinen Heikki, Bovik Alan C.
Detection of Curvilinear Structures by Tensor Voting Applied to Fiber Characterization | 2013 Publication type A4 Conference proceedings Author(s) Strokina Nataliya, Kurakina Tatiana, Eerola Tuomas, Lensu Lasse, Kälviäinen Heikki Computer Vision and Pattern Recognition
Framework for developing image-based dirt particle classifers for dry pulp sheets | 2013 Publication type A1 Journal article (refereed), original research Author(s) Strokina Nataliya, Mankki Aki, Eerola Tuomas, Lensu Lasse, Käyhkö Jari, Kälviäinen Heikki Computer Vision and Pattern Recognition
Detection of Bubbles as Concentric Circular Arrangements | 2012 Publication type A4 Conference proceedings Author(s) Strokina Nataliya, Matas Jiri, Eerola Tuomas, Lensu Lasse, Kälviäinen Heikki Computer Vision and Pattern Recognition
From Full-Reference to No-Reference in Quality Assessment of Printed Images | 2012 Publication type A4 Conference proceedings Author(s) Eerola Tuomas, Kämäräinen Joni, Lensu Lasse, Kälviäinen Heikki Computer Vision and Pattern Recognition
Adaptive classification of dirt particles in papermaking process | 2011 Publication type A3 Book section, chapters in research books Author(s) Strokina Nataliya, Eerola Tuomas, Lensu Lasse, Kälviäinen Heikki Computer Vision and Pattern Recognition
Bayesian Network Model of Overall Print Quality: Construction and Structural Optimisation | 2011 Publication type A1 Journal article (refereed), original research Author(s) Eerola Tuomas, Lensu Lasse, Kämäräinen Joni-Kristian, Leisti Tuomas, Ritala Risto, Nyman Göte, Kälviäinen Heikki Media Technology Computer Vision and Pattern Recognition
Improving particle segmentation from process images with wiener filtering | 2011 Publication type A3 Book section, chapters in research books Author(s) Laaksonen Lauri, Strokina Nataliya, Eerola Tuomas, Lensu Lasse, Kälviäinen Heikki Computer Vision and Pattern Recognition
Semisynthetic ground truth for dirt particle counting and classification methods | 2011 Publication type A4 Conference proceedings Author(s) Strokina Nataliya, Mankki Aki, Eerola Tuomas, Lensu Lasse, Käyhkö Jari, Kälviäinen Heikki Computer Vision and Pattern Recognition
Thresholding based Detection of Fine and Sparse Details | 2011 Publication type A1 Journal article (refereed), original research Author(s) Drobchenko Alexander, Kämäräinen Joni-Kristian, Lensu Lasse, Vartiainen Jarkko, Kälviäinen Heikki, Eerola Tuomas Computer Vision and Pattern Recognition
Computational visual quality of digitally printed images | 2010 Publication type G4 Doctoral dissertation (monograph) Author(s) Eerola Tuomas Computer Vision and Pattern Recognition
Full Reference Printed Image Quality: Measurement Framework and Statistical Evaluation | 2010 Publication type A1 Journal article (refereed), original research Author(s) Eerola Tuomas, Kämäräinen Joni-Kristian, Lensu Lasse, Leisti Tuomas, Halonen Raisa, Kälviäinen Heikki, Nyman Göte, Oittinen Pirkko Media Technology Computer Vision and Pattern Recognition
Fusion of Digital and Visual Print Quality – Final Report of DigiQ Project | 2010 Publication type B1 Unrefereed journal article Author(s) Halonen R, Nuutinen M, Oittinen P, Leisti T, Nyman G, Mettänen M, Ritala R, Eerola Tuomas, Lensu Lasse, Kämäräinen Joni-Kristian, Kälviäinen Heikki Media Technology Computer Vision and Pattern Recognition
Framework for Applying Full Reference Digital Image Quality Measures to Printed Images | 2009 Publication type A3 Book section, chapters in research books Author(s) Eerola Tuomas, Kämäräinen Joni-Kristian, Lensu Lasse, Kälviäinen Heikki Computer Vision and Pattern Recognition
Finding best measurable quantities for predicting human visual quality experience | 2008 Publication type A4 Conference proceedings Author(s) Eerola Tuomas, Kämäräinen Joni-Kristian, Leisti Tuomas, Halonen Raisa, Lensu Lasse, Kälviäinen Heikki, Oittinen Pirkko, Nyman Göte Computer Vision and Pattern Recognition
Framework for modeling visual printed image quality from the paper perspective | 2008 Publication type B3 Unrefereed conference proceedings Author(s) Oittinen Pirkko, Halonen Raisa, Kokkonen Anna, Leisti Tuomas, Nyman Göte, Eerola Tuomas, Lensu Lasse, Kälviäinen Heikki, Ritala Risto, Pulla Johannes, Mettänen Marja Media Technology Computer Vision and Pattern Recognition
Is there hope for predicting human visual quality experience? | 2008 Publication type A4 Conference proceedings Author(s) Eerola Tuomas, Kämäräinen Joni-Kristian, Leisti Tuomas, Halonen Raisa, Lensu Lasse, Kälviäinen Heikki, Nyman Göte, Oittinen Pirkko Computer Vision and Pattern Recognition
Machine Vision Solutions for Forest and Printing Industry | 2008 Publication type A4 Conference proceedings Author(s) Kälviäinen Heikki, Eerola Tuomas, Kämäräinen Joni-Kristian, Lensu Lasse Computer Vision and Pattern Recognition
Visual print quality evaluation using computational features | 2007 Publication type A3 Book section, chapters in research books Author(s) Eerola Tuomas, Kämäräinen Joni-Kristian, Lensu Lasse, Kälviäinen Heikki Computer Vision and Pattern Recognition