Publications (29)

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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

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

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

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

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

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