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2020 – today
- 2024
[j16]Tuomas Eerola, Daniel Batrakhanov, Nastaran Vatankhah Barazandeh, Kaisa Kraft, Lumi Haraguchi, Lasse Lensu, Sanna Suikkanen, Jukka Seppälä, Timo Tamminen, Heikki Kälviäinen:
Survey of automatic plankton image recognition: challenges, existing solutions and future perspectives. Artif. Intell. Rev. 57(5): 114 (2024)- [j15]Sinan Kaplan
, Hannu Uusitalo, Lasse Lensu:
A unified and practical user-centric framework for explainable artificial intelligence. Knowl. Based Syst. 283: 111107 (2024) - [i4]Daniel Batrakhanov, Tuomas Eerola, Kaisa Kraft, Lumi Haraguchi, Lasse Lensu, Sanna Suikkanen, María Teresa Camarena-Gómez, Jukka Seppälä, Heikki Kälviäinen:
DAPlankton: Benchmark Dataset for Multi-instrument Plankton Recognition via Fine-grained Domain Adaptation. CoRR abs/2402.05615 (2024) - 2023
- [j14]Simon Bilik, Daniel Batrakhanov, Tuomas Eerola, Lumi Haraguchi, Kaisa Kraft, Silke Van den Wyngaert, Jonna Kangas, Conny Sjöqvist, Karin Madsen, Lasse Lensu, Heikki Kälviäinen, Karel Horák:
Toward phytoplankton parasite detection using autoencoders. Mach. Vis. Appl. 34(6): 101 (2023) - [i3]Simon Bilik, Daniel Batrakhanov, Tuomas Eerola, Lumi Haraguchi, Kaisa Kraft, Silke Van den Wyngaert, Jonna Kangas, Conny Sjöqvist, Karin Madsen, Lasse Lensu, Heikki Kälviäinen, Karel Horák:
Towards Phytoplankton Parasite Detection Using Autoencoders. CoRR abs/2303.08744 (2023) - [i2]Tuomas Eerola, Daniel Batrakhanov, Nastaran Vatankhah Barazandeh, Kaisa Kraft, Lumi Haraguchi, Lasse Lensu, Sanna Suikkanen, Jukka Seppälä, Timo Tamminen, Heikki Kälviäinen:
Survey of Automatic Plankton Image Recognition: Challenges, Existing Solutions and Future Perspectives. CoRR abs/2305.11739 (2023) - 2022
- [c64]Ola Badreldeen Bdawy Mohamed, Tuomas Eerola, Kaisa Kraft, Lasse Lensu, Heikki Kälviäinen:
Open-Set Plankton Recognition Using Similarity Learning. ISVC (1) 2022: 174-183 - [c63]Sinan Kaplan, Lasse Lensu:
Contrastive Learning for Generating Optical Coherence Tomography Images of the Retina. SASHIMI@MICCAI 2022: 112-121 - 2021
- [j13]Azat Garifullin, Lasse Lensu, Hannu Uusitalo:
Deep Bayesian baseline for segmenting diabetic retinopathy lesions: Advances and challenges. Comput. Biol. Medicine 136: 104725 (2021) - [c62]Daniel Batrakhanov, Fedor Zolotarev, Tuomas Eerola, Lasse Lensu, Heikki Kälviäinen:
Virtual sawing using generative adversarial networks. IVCNZ 2021: 1-6 - [c61]Aakif Nawaz, Toni Kuronen, Tuomas Eerola, Lasse Lensu, Heikki Kälviäinen:
On De-Interlacing and Sub-Pixel Precision Tracking. IVCNZ 2021: 1-6 - 2020
- [j12]Fedor Zolotarev, Tuomas Eerola, Lasse Lensu, Heikki Kälviäinen, Tapio Helin, Heikki Haario, Tomi Kauppi, Jere Heikkinen:
Modelling internal knot distribution using external log features. Comput. Electron. Agric. 179: 105795 (2020) - [j11]Aleksei Mashlakov, Lasse Lensu, Arto Kaarna, Ville Tikka, Samuli Honkapuro:
Probabilistic Forecasting of Battery Energy Storage State-of-Charge under Primary Frequency Control. IEEE J. Sel. Areas Commun. 38(1): 96-109 (2020) - [c60]Azat Garifullin, Lasse Lensu, Hannu Uusitalo:
On the Uncertainty of Retinal Artery-Vein Classification with Dense Fully-Convolutional Neural Networks. ACIVS 2020: 87-98 - [c59]Sinan Kaplan, Lasse Lensu, Lauri Laaksonen, Hannu Uusitalo:
Evaluation of Unconditioned Deep Generative Synthesis of Retinal Images. ACIVS 2020: 262-273 - [c58]Jaroslav Bures, Tuomas Eerola, Lasse Lensu, Heikki Kälviäinen, Pavel Zemcík:
Plankton Recognition in Images with Varying Size. ICPR Workshops (6) 2020: 110-120 - [c57]Markus Lindén, Azat Garifullin, Lasse Lensu:
Weight Averaging Impact on the Uncertainty of Retinal Artery-Venous Segmentation. UNSURE/GRAIL@MICCAI 2020: 52-60 - [c56]Sinan Kaplan, Joni Juvonen, Lasse Lensu:
A Practical Hybrid Active Learning Approach for Human Pose Estimation. S+SSPR 2020: 334-343
2010 – 2019
- 2019
- [c55]Fedor Zolotarev, Tuomas Eerola, Lasse Lensu, Heikki Kälviäinen, Heikki Haario, Jere Heikkinen, Tomi Kauppi:
Timber Tracing with Multimodal Encoder-Decoder Networks. CAIP (2) 2019: 342-353 - [c54]Aleksei Mashlakov, Ville Tikka, Lasse Lensu, Aleksei Romanenko, Samuli Honkapuro:
Hyper-parameter Optimization of Multi-attention Recurrent Neural Network for Battery State-of-Charge Forecasting. EPIA (1) 2019: 482-494 - [c53]Dmitrii Shustrov, Tuomas Eerola, Lasse Lensu, Heikki Kälviäinen, Heikki Haario:
Fine-Grained Wood Species Identification Using Convolutional Neural Networks. SCIA 2019: 67-77 - 2018
- [j10]Jarmo Ilonen, Roman Juránek, Tuomas Eerola, Lasse Lensu, Markéta Dubská, Pavel Zemcík, Heikki Kälviäinen:
Comparison of bubble detectors and size distribution estimators. Pattern Recognit. Lett. 101: 60-66 (2018) - [c52]Toni Kuronen, Tuomas Eerola, Lasse Lensu, Heikki Kälviäinen:
Two-Camera Synchronization and Trajectory Reconstruction for a Touch Screen Usability Experiment. ACIVS 2018: 125-136 - [c51]Nikolay Rudakov, Tuomas Eerola, Lasse Lensu, Heikki Kälviäinen, Heikki Haario:
Detection of Mechanical Damages in Sawn Timber Using Convolutional Neural Networks. GCPR 2018: 115-126 - [c50]Azat Garifullin, Peeter Koobi, Pasi Ylitepsa, Kati Adjers, Markku Hauta-Kasari, Hannu Uusitalo, Lasse Lensu:
Hyperspectral Image Segmentation of Retinal Vasculature, Optic Disc and Macula. DICTA 2018: 1-5 - 2017
- [j9]Lauri Laaksonen, Ela Claridge, Pauli Fält, Markku Hauta-Kasari, Hannu Uusitalo, Lasse Lensu:
Comparison of image registration methods for composing spectral retinal images. Biomed. Signal Process. Control. 36: 234-245 (2017) - [j8]Pavel Vostatek, Ela Claridge, Hannu Uusitalo, Markku Hauta-Kasari, Pauli Fält, Lasse Lensu:
Performance comparison of publicly available retinal blood vessel segmentation methods. Comput. Medical Imaging Graph. 55: 2-12 (2017) - [c49]Vadim Lyubanenko, Toni Kuronen, Tuomas Eerola, Lasse Lensu, Heikki Kälviäinen, Jukka Häkkinen:
Multi-camera Finger Tracking and 3D Trajectory Reconstruction for HCI Studies. ACIVS 2017: 63-74 - [c48]Petri Hienonen, Lasse Lensu, Markus Melander, Heikki Kälviäinen:
Towards Condition Analysis for Machine Vision Based Traffic Sign Inventory. ACIVS 2017: 212-224 - [c47]X. Z. Gao, Arto Kaarna, Lasse Lensu, Samuli Honkapuro:
A hybrid method for short-term electricity consumption prediction. IECON 2017: 7393-7398 - [c46]Petri Hienonen, Lasse Lensu, Markus Melander, Heikki Kälviäinen:
Framework for Machine Vision Based Traffic Sign Inventory. SCIA (1) 2017: 197-208 - [c45]Joni Herttuainen, Tuomas Eerola, Lasse Lensu, Heikki Kälviäinen:
Simultaneous Camera Calibration and Temporal Alignment of 2D and 3D Trajectories. VISIGRAPP (6: VISAPP) 2017: 445-450 - 2016
- [j7]Nataliya Strokina, Jiri Matas, Tuomas Eerola, Lasse Lensu, Heikki Kälviäinen:
Detection of bubbles as concentric circular arrangements. Mach. Vis. Appl. 27(3): 387-396 (2016) - [c44]Huiling Wang, Tapani Raiko, Lasse Lensu, Tinghuai Wang, Juha Karhunen:
Semi-supervised Domain Adaptation for Weakly Labeled Semantic Video Object Segmentation. ACCV (1) 2016: 163-179 - [c43]Lauri Laaksonen, Antti Hannuksela, Ela Claridge, Pauli Fält, Markku Hauta-Kasari, Hannu Uusitalo, Lasse Lensu:
Evaluation of feature sensitivity to training data inaccuracy in detection of retinal lesions. IPTA 2016: 1-6 - [c42]Uyen Nguyen, Lauri Laaksonen, Hannu Uusitalo, Lasse Lensu:
Reconstruction of retinal spectra from RGB data using a RBF network. IPTA 2016: 1-6 - [i1]Huiling Wang, Tapani Raiko, Lasse Lensu, Tinghuai Wang, Juha Karhunen:
Semi-Supervised Domain Adaptation for Weakly Labeled Semantic Video Object Segmentation. CoRR abs/1606.02280 (2016) - 2015
- [c41]Joonas P. Talvitie, Teemu Tukiainen, Lasse Lensu, Tommi J. Kärkkäinen, Pertti Silventoinen, Mikko Kuisma:
Validation of a time-variant electrical equivalent circuit for a dry bacteriorhodopsin sensor. I2MTC 2015: 352-357 - [c40]Joonas P. Talvitie, Teemu Tukiainen, Lasse Lensu, Tommi J. Kärkkäinen, Pertti Silventoinen, Mikko Kuisma:
Amplifier errors in dry bacteriorhodopsin sensor measurements. I2MTC 2015: 1185-1188 - [c39]Toni Kuronen, Tuomas Eerola, Lasse Lensu, Jari Takatalo, Jukka Häkkinen, Heikki Kälviäinen:
High-Speed Hand Tracking for Studying Human-Computer Interaction. SCIA 2015: 130-141 - [c38]Mikko Haavisto, Arto Kaarna, Lasse Lensu:
Deep Learning for Facial Keypoints Detection. VISAPP (2) 2015: 289-296 - 2014
- [j6]Tuomas Eerola, Lasse Lensu, Heikki Kälviäinen, Alan C. Bovik:
Study of no-reference image quality assessment algorithms on printed images. J. Electronic Imaging 23(6): 061106 (2014) - [c37]Jarmo Ilonen, Tuomas Eerola, Heikki Mutikainen, Lasse Lensu, Jari Käyhkö, Heikki Kälviäinen:
Estimation of Bubble Size Distribution Based on Power Spectrum. CIARP 2014: 38-45 - [c36]Teemu Tukiainen, Joonas Talvitie, Mikko Kuisma, Pertti Silventoinen, Lasse Lensu:
Loading effects on the photoelectric response of dry bacteriorhodopsin sensors. I2MTC 2014: 761-765 - [c35]Nataliya Strokina, Roman Juránek, Tuomas Eerola, Lasse Lensu, Pavel Zemcík, Heikki Kälviäinen:
Comparison of Appearance-Based and Geometry-Based Bubble Detectors. ICCVG 2014: 610-617 - [c34]Pauli Fält, Masahiro Yamaguchi, Yuri Murakami, Lauri Laaksonen, Lasse Lensu, Ela Claridge, Markku Hauta-Kasari, Hannu Uusitalo:
Multichannel Spectral Image Enhancement for Visualizing Diabetic Retinopathy Lesions. ICISP 2014: 52-60 - [c33]Arto Kaarna, Joni Taipale, Lasse Lensu:
Spectral Colour Differences through Interpolation. ICISP 2014: 87-95 - [c32]Ville Hiltunen, Tuomas Eerola, Lasse Lensu, Heikki Kälviäinen:
Comparison of General Object Trackers for Hand Tracking in High-Speed Videos. ICPR 2014: 2215-2220 - 2013
- [j5]Tomi Kauppi, Joni-Kristian Kämäräinen, Lasse Lensu, Valentina Kalesnykiene, Iiris Sorri, Hannu Uusitalo, Heikki Kälviäinen:
Constructing Benchmark Databases and Protocols for Medical Image Analysis: Diabetic Retinopathy. Comput. Math. Methods Medicine 2013: 368514:1-368514:15 (2013) - [j4]Nataliya Strokina, Aki Mankki, Tuomas Eerola, Lasse Lensu, Jari Käyhkö, Heikki Kälviäinen:
Framework for developing image-based dirt particle classifiers for dry pulp sheets. Mach. Vis. Appl. 24(4): 869-881 (2013) - [c31]Joonas P. Talvitie, Teemu Tukiainen, Lasse Lensu, Tommi J. Kärkkäinen, Pertti Silventoinen, Mikko Kuisma:
Time-variant electrical equivalent circuit of a dry bacteriorhodopsin sensor. I2MTC 2013: 1218-1221 - [c30]Nataliya Strokina, Tatiana Kurakina, Tuomas Eerola, Lasse Lensu, Heikki Kälviäinen:
Detection of Curvilinear Structures by Tensor Voting Applied to Fiber Characterization. SCIA 2013: 22-33 - [c29]Teemu Kinnunen, Jukka Lankinen, Joni-Kristian Kämäräinen, Lasse Lensu, Heikki Kälviäinen:
Unsupervised Visual Object Categorisation with BoF and Spatial Matching. SCIA 2013: 384-395 - 2012
- [j3]Teemu Kinnunen, Joni-Kristian Kamarainen, Lasse Lensu, Heikki Kälviäinen:
Unsupervised object discovery via self-organisation. Pattern Recognit. Lett. 33(16): 2102-2112 (2012) - [c28]Nataliya Strokina, Jiri Matas, Tuomas Eerola, Lasse Lensu, Heikki Kälviäinen:
Detection of bubbles as Concentric Circular Arrangements. ICPR 2012: 2655-2659 - [c27]Mari Laine-Hernandez, Teemu Kinnunen, Joni-Kristian Kämäräinen, Lasse Lensu, Heikki Kälviäinen, Pirkko Oittinen:
Visual saliency and categorisation of abstract images. ICPR 2012: 2752-2755 - [c26]Tomi Kauppi, Joni-Kristian Kamarainen, Lasse Lensu, Valentina Kalesnykiene, Iiris Sorri, Hannu Uusitalo, Heikki Kälviäinen:
A Framework for Constructing Benchmark Databases and Protocols for Retinopathy in Medical Image Analysis. IScIDE 2012: 832-843 - [c25]Joni-Kristian Kamarainen, Lasse Lensu, Tomi Kauppi:
Combining Multiple Image Segmentations by Maximizing Expert Agreement. MLMI 2012: 193-200 - 2011
- [j2]Tuomas Eerola, Lasse Lensu, Joni-Kristian Kämäräinen, Tuomas Leisti, Risto Ritala, Göte Nyman, Heikki Kälviäinen:
Bayesian network model of overall print quality: Construction and structural optimisation. Pattern Recognit. Lett. 32(11): 1558-1566 (2011) - [c24]Nataliya Strokina, Aki Mankki, Tuomas Eerola, Lasse Lensu, Jari Käyhkö, Heikki Kälviäinen:
Semisynthetic Ground Truth for Dirt Particle Counting and Classification Methods. MVA 2011: 215-218 - [c23]Lauri Laaksonen, Nataliya Strokina, Tuomas Eerola, Lasse Lensu, Heikki Kälviäinen:
Improving Particle Segmentation from Process Images with Wiener Filtering. SCIA 2011: 285-294 - [c22]Ivan Martynov, Joni-Kristian Kamarainen, Lasse Lensu:
Projector Calibration by "Inverse Camera Calibration". SCIA 2011: 536-544 - [c21]Nataliya Strokina, Tuomas Eerola, Lasse Lensu, Heikki Kälviäinen:
Adaptive Classification of Dirt Particles in Papermaking Process. SCIA 2011: 731-741 - 2010
- [c20]Maryam Panjeh Fouladgaran, Aki Mankki, Lasse Lensu, Jari Käyhkö, Heikki Kälviäinen:
Automated Counting and Characterization of Dirt Particles in Pulp. ICCVG (2) 2010: 166-174 - [c19]Teemu Kinnunen, Joni-Kristian Kamarainen, Lasse Lensu, Heikki Kälviäinen:
Unsupervised Visual Object Categorisation via Self-organisation. ICPR 2010: 440-443 - [c18]Teemu Kinnunen, Joni-Kristian Kamarainen, Lasse Lensu, Jukka Lankinen, Heikki Kälviäinen:
Making Visual Object Categorization More Challenging: Randomized Caltech-101 Data Set. ICPR 2010: 476-479
2000 – 2009
- 2009
- [c17]Tuomas Eerola, Joni-Kristian Kämäräinen, Lasse Lensu, Heikki Kälviäinen:
Framework for Applying Full Reference Digital Image Quality Measures to Printed Images. SCIA 2009: 99-108 - [c16]Tomi Kauppi, Joni-Kristian Kamarainen, Lasse Lensu, Valentina Kalesnykiene, Iiris Sorri, Heikki Kälviäinen, Hannu Uusitalo, Juhani Pietilä:
Fusion of Multiple Expert Annotations and Overall Score Selection for Medical Image Diagnosis. SCIA 2009: 760-769 - [c15]Teemu Kinnunen, Joni-Kristian Kämäräinen, Lasse Lensu, Heikki Kälviäinen:
Bag-of-Features Codebook Generation by Self-Organisation. WSOM 2009: 124-132 - 2008
- [j1]Jarkko Vartiainen, Albert Sadovnikov, Joni-Kristian Kamarainen, Lasse Lensu, Heikki Kälviäinen:
Detection of irregularities in regular patterns. Mach. Vis. Appl. 19(4): 249-259 (2008) - [c14]Tuomas Eerola, Joni-Kristian Kämäräinen, Tuomas Leisti, Raisa Halonen, Lasse Lensu, Heikki Kälviäinen, Göte Nyman, Pirkko Oittinen:
Is there hope for predicting human visual quality experience? SMC 2008: 725-732 - [c13]Tuomas Eerola, Joni-Kristian Kämäräinen, Tuomas Leisti, Raisa Halonen, Lasse Lensu, Heikki Kälviäinen, Pirkko Oittinen, Göte Nyman:
Finding best measurable quantities for predicting human visual quality experience. SMC 2008: 733-738 - 2007
- [c12]Tomi Kauppi, Valentina Kalesnykiene, Joni-Kristian Kamarainen, Lasse Lensu, Iiris Sorri, A. Raninen, R. Voutilainen, Hannu Uusitalo, Heikki Kälviäinen, Juhani Pietilä:
The DIARETDB1 Diabetic Retinopathy Database and Evaluation Protocol. BMVC 2007: 1-10 - [c11]Teemu Tukiainen, Lasse Lensu, Jussi Parkkinen:
Temporal Characteristics of Artificial Retina Based on Bacteriorhodopsin and Its Variants. BVAI 2007: 94-103 - [c10]Tuomas Eerola, Joni-Kristian Kamarainen, Lasse Lensu, Heikki Kälviäinen:
Visual Print Quality Evaluation Using Computational Features. ISVC (1) 2007: 403-413 - [c9]Tomi Kauppi, Albert Sadovnikov, Lasse Lensu, Joni-Kristian Kämäräinen, Pertti Silfsten, Heikki Kälviäinen:
Goniometric Imaging of Paper Gloss. MVA 2007: 400-403 - [c8]Albert Sadovnikov, Lasse Lensu, Heikki Kälviäinen:
Automated Mottling Assessment of Colored Printed Areas. SCIA 2007: 621-630 - 2006
- [c7]Jarkko Vartiainen, S. Lyden, Albert Sadovnikov, Joni-Kristian Kamarainen, Lasse Lensu, Pekka Paalanen, Heikki Kälviäinen:
Automating Visual Inspection of Print Quality. ICIAR (2) 2006: 877-885 - [c6]Jarkko Vartiainen, Albert Sadovnikov, Lasse Lensu, Joni-Kristian Kamarainen, Heikki Kälviäinen:
Detecting irregularities in regular patterns. ICPR (3) 2006: 926-929 - 2005
- [c5]Michael Frydrych, Lasse Lensu, Sinikka Parkkinen, Jussi Parkkinen, Timo Jääskeläinen:
Photoelectric Response of Bacteriorhodopsin in Thin PVA Films and Its Model. BVAI 2005: 126-135 - [c4]Albert Sadovnikov, Lasse Lensu, Joni-Kristian Kamarainen, Heikki Kälviäinen:
Quantified and Perceived Unevenness of Solid Printed Areas. CIARP 2005: 710-719 - [c3]Alexander Drobchenko, Jarkko Vartiainen, Joni-Kristian Kamarainen, Lasse Lensu, Heikki Kälviäinen:
Thresholding Based Detection of Fine and Sparse Details. MVA 2005: 257-260 - [c2]Albert Sadovnikov, Jarkko Vartiainen, Joni-Kristian Kämäräinen, Lasse Lensu, Heikki Kälviäinen:
Detection of Irregularities in Regular Dot Patterns. MVA 2005: 380-383 - [c1]Albert Sadovnikov, Petja Salmela, Lasse Lensu, Joni-Kristian Kamarainen, Heikki Kälviäinen:
Mottling Assessment of Solid Printed Areas and Its Correlation to Perceived Uniformity. SCIA 2005: 409-418
Coauthor Index
[j16] [i4] [j14] [i3] [i2] [c64] [c62] [c61] [j12] [c58] [c55] [c53] [j10] [c52] [c51] [c49] [c48] [c46] [c45] [j7] [c39] [j6] [c37] [c35] [c32] [j5] [j4] [c30] [c29] [j3] [c28] [c27] [c26] [j2] [c24] [c23] [c21] [c20] [c19] [c18] [c17] [c16] [c15] [j1] [c14] [c13] [c12] [c10] [c9] [c8] [c7] [c6] [c4] [c3] [c2] [c1]
Joni-Kristian Kämäräinen
aka: Joni-Kristian Kamarainen
aka: Joni-Kristian Kamarainen
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