Self-Supervised Pretraining for Fine-Grained Plankton Recognition

Authors: Kareinen, Joona, Eerola, Tuomas, Kraft, Kaisa, Lensu, Lasse, Suikkanen, Sanna, Kälviäinen, Heikki

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2503.11341

Open-Set Plankton Recognition

Authors: Kareinen, Joona, Skyttä, Annaliina, Eerola, Tuomas, Kraft, Kaisa, Lensu, Lasse, Suikkanen, Sanna, Lehtiniemi, Maiju, Kälviäinen, Heikki

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2503.11318

DAPlankton: Benchmark Dataset for Multi-instrument Plankton Recognition via Fine-grained Domain Adaptation

Authors: Batrakhanov, Daniel, Eerola, Tuomas, Kraft, Kaisa, Haraguchi, Lumi, Lensu, Lasse, Suikkanen, Sanna, Camarena-Gómez, María Teresa, Seppälä, Jukka, Kälviäinen, Heikki

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2402.05615

Log-Gaussian Gamma Processes for Training Bayesian Neural Networks in Raman and CARS Spectroscopies

Authors: Härkönen, Teemu, Vartiainen, Erik M., Lensu, Lasse, Moores, Matthew T., Roininen, Lassi

Subject Terms: Statistics - Applications, Statistics - Machine Learning, 62F15, 60G10, 62M45 (Primary) 78M31 (Secondary)

Access URL: http://arxiv.org/abs/2310.08055

On De-Interlacing and Sub-Pixel Precision Tracking

Authors: Nawaz, Aakif, Kuronen, Toni, Eerola, Tuomas, Lensu, Lasse, Kalviainen, Heikki

Source: 2021 36th International Conference on Image and Vision Computing New Zealand (IVCNZ) Image and Vision Computing New Zealand (IVCNZ), 2021 36th International Conference on. :1-6 Dec, 2021

Relation: 2021 36th International Conference on Image and Vision Computing New Zealand (IVCNZ)

Virtual sawing using generative adversarial networks

Authors: Batrakhanov, Daniel, Zolotarev, Fedor, Eerola, Tuomas, Lensu, Lasse, Kalviainen, Heikki

Source: 2021 36th International Conference on Image and Vision Computing New Zealand (IVCNZ) Image and Vision Computing New Zealand (IVCNZ), 2021 36th International Conference on. :1-6 Dec, 2021

Relation: 2021 36th International Conference on Image and Vision Computing New Zealand (IVCNZ)

Survey of Automatic Plankton Image Recognition: Challenges, Existing Solutions and Future Perspectives

Authors: Eerola, Tuomas, Batrakhanov, Daniel, Barazandeh, Nastaran Vatankhah, Kraft, Kaisa, Haraguchi, Lumi, Lensu, Lasse, Suikkanen, Sanna, Seppälä, Jukka, Tamminen, Timo, Kälviäinen, Heikki

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2305.11739

Towards Phytoplankton Parasite Detection Using Autoencoders

Authors: Bilik, Simon, Batrakhanov, Daniel, Eerola, Tuomas, Haraguchi, Lumi, Kraft, Kaisa, Wyngaert, Silke Van den, Kangas, Jonna, Sjöqvist, Conny, Madsen, Karin, Lensu, Lasse, Kälviäinen, Heikki, Horak, Karel

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2303.08744

Multi-Timescale Forecasting of Battery Energy Storage State-of-Charge under Frequency Containment Reserve for Normal Operation

Authors: Mashlakov, Aleksei, Honkapuro, Samuli, Tikka, Ville, Kaarna, Arto, Lensu, Lasse

Source: 2019 16th International Conference on the European Energy Market (EEM) European Energy Market (EEM), 2019 16th International Conference on the. :1-8 Sep, 2019

Relation: 2019 16th International Conference on the European Energy Market (EEM)

Hyperspectral Image Segmentation of Retinal Vasculature, Optic Disc and Macula

Authors: Garifullin, Azat, Koobi, Peeter, Ylitepsa, Pasi, Adjers, Kati, Hauta-Kasari, Markku, Uusitalo, Hannu, Lensu, Lasse

Source: 2018 Digital Image Computing: Techniques and Applications (DICTA) Digital Image Computing: Techniques and Applications (DICTA), 2018. :1-5 Dec, 2018

Relation: 2018 Digital Image Computing: Techniques and Applications (DICTA)

A unified and practical user-centric framework for explainable artificial intelligence

Authors: Kaplan, Sinan, Uusitalo, Hannu, Lensu, Lasse

Source: In Knowledge-Based Systems 11 January 2024 283

Evaluation of feature sensitivity to training data inaccuracy in detection of retinal lesions

Authors: Laaksonen, Lauri, Hannuksela, Antti, Claridge, Ela, Falt, Pauli, Hauta-Kasari, Markku, Uusitalo, Hannu, Lensu, Lasse

Source: 2016 Sixth International Conference on Image Processing Theory, Tools and Applications (IPTA) Image Processing Theory Tools and Applications (IPTA), 2016 6th International Conference on. :1-6 Dec, 2016

Relation: 2016 Sixth International Conference on Image Processing Theory, Tools and Applications (IPTA)

Reconstruction of retinal spectra from RGB data using a RBF network

Authors: Nguyen, Uyen, Laaksonen, Lauri, Uusitalo, Hannu, Lensu, Lasse

Source: 2016 Sixth International Conference on Image Processing Theory, Tools and Applications (IPTA) Image Processing Theory Tools and Applications (IPTA), 2016 6th International Conference on. :1-6 Dec, 2016

Relation: 2016 Sixth International Conference on Image Processing Theory, Tools and Applications (IPTA)

Validation of a time-variant electrical equivalent circuit for a dry bacteriorhodopsin sensor

Authors: Talvitie, Joonas P., Tukiainen, Teemu, Lensu, Lasse, Karkkainen, Tommi J., Silventoinen, Pertti, Kuisma, Mikko

Source: 2015 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) Proceedings Instrumentation and Measurement Technology Conference (I2MTC), 2015 IEEE International. :352-357 May, 2015

Relation: 2015 IEEE International Instrumentation and Measurement Technology Conference (I2MTC)

Amplifier errors in dry bacteriorhodopsin sensor measurements

Authors: Talvitie, Joonas P., Tukiainen, Teemu, Lensu, Lasse, Karkkainen, Tommi J., Silventoinen, Pertti, Kuisma, Mikko

Source: 2015 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) Proceedings Instrumentation and Measurement Technology Conference (I2MTC), 2015 IEEE International. :1185-1188 May, 2015

Relation: 2015 IEEE International Instrumentation and Measurement Technology Conference (I2MTC)

Survey of automatic plankton image recognition: challenges, existing solutions and future perspectives.

Authors: Eerola, Tuomas¹, tuomas.eerola@lut.fi, Batrakhanov, Daniel¹, Barazandeh, Nastaran Vatankhah¹, Kraft, Kaisa², Haraguchi, Lumi², Lensu, Lasse¹, Suikkanen, Sanna³, Seppälä, Jukka², Tamminen, Timo², Kälviäinen, Heikki¹

Source: Artificial Intelligence Review; May2024, Vol. 57 Issue 5, p1-59, 59p

Comparison of General Object Trackers for Hand Tracking in High-Speed Videos

Authors: Hiltunen, Ville, Eerola, Tuomas, Lensu, Lasse, Kalviainen, Heikki

Source: 2014 22nd International Conference on Pattern Recognition Pattern Recognition (ICPR), 2014 22nd International Conference on. :2215-2220 Aug, 2014

Relation: 2014 22nd International Conference on Pattern Recognition (ICPR)

Loading effects on the photoelectric response of dry bacteriorhodopsin sensors

Authors: Tukiainen, Teemu, Talvitie, Joonas, Kuisma, Mikko, Silventoinen, Pertti, Lensu, Lasse

Source: 2014 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) Proceedings Instrumentation and Measurement Technology Conference (I2MTC) Proceedings, 2014 IEEE International. :761-765 May, 2014

Relation: 2014 IEEE International Instrumentation and Measurement Technology Conference (I2MTC)

Time-variant electrical equivalent circuit of a dry bacteriorhodopsin sensor

Authors: Talvitie, Joonas P., Tukiainen, Teemu, Lensu, Lasse, Karkkainen, Tommi J., Silventoinen, Pertti, Kuisma, Mikko

Source: 2013 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) Instrumentation and Measurement Technology Conference (I2MTC), 2013 IEEE International. :1218-1221 May, 2013

Relation: 2013 IEEE International Instrumentation and Measurement Technology Conference (I2MTC)

Detection of bubbles as Concentric Circular Arrangements

Authors: Strokina, Nataliya, Matas, Jiri, Eerola, Tuomas, Lensu, Lasse, Kalviainen, Heikki

Source: Proceedings of the 21st International Conference on Pattern Recognition (ICPR2012) Pattern Recognition (ICPR), 2012 21st International Conference on. :2655-2659 Nov, 2012

Relation: 2012 21st International Conference on Pattern Recognition (ICPR)