Publications (39)

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A4 Conference proceedings
A Practical Hybrid Active Learning Approach for Human Pose Estimation (2021)
Lecture Notes in Computer Science
Structural, Syntactic, and Statistical Pattern Recognition
Kaplan Sinan, Juvonen Joni, Lensu Lasse
A1 Journal article (refereed), original research
Assessing the performance of deep learning models for multivariate probabilistic energy forecasting (2021)
Applied Energy
Mashlakov Aleksei, Kuronen Toni, Lensu Lasse, Kaarna Arto, Honkapuro Samuli
A1 Journal article (refereed), original research
Deep Bayesian baseline for segmenting diabetic retinopathy lesions: Advances and challenges (2021)
Computers in Biology and Medicine
Garifullin Azat, Lensu Lasse, Uusitalo Hannu
A4 Conference proceedings
Plankton Recognition in Images with Varying Size (2021)
Lecture Notes in Computer Science
Pattern Recognition. ICPR International Workshops and Challenges. ICPR 2021. Lecture Notes in Computer Science, vol 12666.
Bureš Jaroslav, Eerola Tuomas, Lensu Lasse, Kälviäinen Heikki, Zemčík Pavel
A1 Journal article (refereed), original research
Active learning of the ground truth for retinal image segmentation (2020)
Journal of Optical Technology
Nedoshivina Liubov, Lensu Lasse
A4 Conference proceedings
Evaluation of Unconditioned Deep Generative Synthesis of Retinal Images (2020)
Lecture Notes in Computer Science
Advanced Concepts for Intelligent Vision Systems
Kaplan Sinan, Lensu Lasse, Laaksonen Lauri, Uusitalo Hannu
A1 Journal article (refereed), original research
Modelling internal knot distribution using external log features (2020)
Computers and Electronics in Agriculture
Zolotarev Fedor, Eerola Tuomas, Lensu Lasse, Kälviäinen Heikki, Helin Tapio, Haario Heikki, Kauppi Tomi, Heikkinen Jere
A4 Conference proceedings
On the Uncertainty of Retinal Artery-Vein Classification with Dense Fully-Convolutional Neural Networks (2020)
Lecture Notes in Computer Science
Advanced Concepts for Intelligent Vision Systems
Garifullin Azat, Lensu Lasse, Uusitalo Hannu
A1 Journal article (refereed), original research
Resolving overlapping convex objects in silhouette images by concavity analysis and Gaussian process (2020)
Journal of Visual Communication and Image Representation
Zafari Sahar, Murashkina Mariia, Eerola Tuomas, Sampo Jouni, Kälviäinen Heikki, Haario Heikki
A4 Conference proceedings
Siamese Network Based Pelage Pattern Matching for Ringed Seal Re-identification (2020)
2020 IEEE Winter Applications of Computer Vision Workshops (WACVW)
Nepovinnykh Ekaterina, Eerola Tuomas, Kälviäinen Heikki
B1 Unrefereed journal article
Towards operational phytoplankton recognition with automated high-throughput imaging and compact convolutional neural networks (2020)
Eerola Tuomas, Kraft Kaisa, Grönberg Osku, Lensu Lasse, Suikkanen Sanna, Seppälä Jukka, Tamminen Timo, Kälviäinen Heikki, Haario Heikki
A4 Conference proceedings
Weight Averaging Impact on the Uncertainty of Retinal Artery-Venous Segmentation (2020)
Lecture Notes in Computer Science
Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Graphs in Biomedical Image Analysis
Lindén Markus, Garifullin Azat, Lensu Lasse
A4 Conference proceedings
Yet Another Study on Active Learning and Human Pose Estimation (2020)
2nd ICML 2020 Workshop on Human in the Loop Learning (HILL)
Kaplan Sinan, Lensu Lasse
A4 Conference proceedings
3D Hand Movement Measurement Framework for Studying Human-Computer Interaction (2019)
Lecture Notes in Networks and Systems
Cyber-Physical Systems and Control
Kuronen Toni, Eerola Tuomas, Lensu Lasse, Häkkinen Jukka, Kälviäinen Heikki
A4 Conference proceedings
Automated Segmentation of Nanoparticles in BF TEM Images by U-Net Binarization and Branch and Bound (2019)
Lecture Notes in Computer Science
Computer Analysis of Images and Patterns, Springer Lecture Notes in Computer Science
Zafari Sahar, Eerola Tuomas, Ferreira Paulo, Kälviäinen Heikki, Bovik Alan
A4 Conference proceedings
Automated Segmentation of the Pectoral Muscle in Axial Breast MR Images (2019)
Lecture Notes in Computer Science
Proceedings of International Symposium on Visual Computing (ISVC 2019)
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
A3 Book section, chapters in research books
Color-Sensitive Biosensors for Imaging Applications (2019)
Smart Biosensor Technology
Lensu Lasse, Frydrych Michael, Parkkinen Sinikka, Parkkinen Jussi, Jääskelainen Timo
C2 Book (editor)
Cyber-Physical Systems and Control (2019)
Arseniev Dmitry G., Overmeyer Ludger, Kälviäinen Heikki, Katalinić Branko
A4 Conference proceedings
Detection of Mechanical Damages in Sawn Timber Using Convolutional Neural Networks (2019)
Lecture Notes in Computer Science
German Conference on Pattern Recognition. GCPR 2018.
Rudakov Nikolay, Eerola Tuomas, Lensu Lasse, Kälviäinen Heikki, Haario Heikki
A4 Conference proceedings
Fine-Grained Wood Species Identification Using Convolutional Neural Networks (2019)
Lecture Notes in Computer Science
Image Analysis. SCIA 2019. Lecture Notes in Computer Science
Shustrov Dmitrii, Eerola Tuomas, Lensu Lasse, Kälviäinen Heikki, Haario Heikki
A4 Conference proceedings
Multi-Timescale Forecasting of Battery Energy Storage State-of-Charge under Frequency Containment Reserve for Normal Operation (2019)
International Conference On The European Energy Market
2019 16th International Conference on the European Energy Market (EEM)
Mashlakov Aleksei, Honkapuro Samuli, Tikka Ville, Kaarna Arto, Lensu Lasse
A1 Journal article (refereed), original research
Probabilistic Forecasting of Battery Energy Storage State-of-Charge under Primary Frequency Control (2019)
IEEE Journal on Selected Areas in Communications
Mashlakov Aleksei, Lensu Lasse, Kaarna Arto, Tikka Ville, Honkapuro Samuli
A4 Conference proceedings
Timber Tracing with Multimodal Encoder-Decoder Networks (2019)
Lecture Notes in Computer Science
CAIP 2019: Computer Analysis of Images and Patterns
Zolotarev Fedor, Eerola Tuomas, Lensu Lasse, Kälviäinen Heikki, Haario Heikki, Heikkinen Jere, Kauppi Tomi
A1 Journal article (refereed), original research
Comparison of bubble detectors and size distribution estimators (2018)
Pattern Recognition Letters
Ilonen Jarmo, Juránek Roman, Eerola Tuomas, Lensu Lasse, Dubská Markéta, Zemčík Pavel, Kälviäinen Heikki
A4 Conference proceedings
Comparison of Co-segmentation Methods for Wildlife Photo-identification (2018)
Lecture Notes in Computer Science
Advanced Concepts for Intelligent Vision Systems - 19th International Conference, ACIVS 2018, Poitiers, France, September 24–27, 2018, Proceedings
Popova Anastasia, Eerola Tuomas, Kälviäinen Heikki
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