Lasse Lensu

Orcid: 0000-0002-7691-121X

According to our database1, Lasse Lensu authored at least 81 papers between 2005 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Survey of automatic plankton image recognition: challenges, existing solutions and future perspectives.
Artif. Intell. Rev., May, 2024

A unified and practical user-centric framework for explainable artificial intelligence.
Knowl. Based Syst., January, 2024

DAPlankton: Benchmark Dataset for Multi-instrument Plankton Recognition via Fine-grained Domain Adaptation.
CoRR, 2024

2023
Toward phytoplankton parasite detection using autoencoders.
Mach. Vis. Appl., November, 2023

Towards Phytoplankton Parasite Detection Using Autoencoders.
CoRR, 2023

2022
Contrastive Learning for Generating Optical Coherence Tomography Images of the Retina.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2022

Open-Set Plankton Recognition Using Similarity Learning.
Proceedings of the Advances in Visual Computing - 17th International Symposium, 2022

2021
Deep Bayesian baseline for segmenting diabetic retinopathy lesions: Advances and challenges.
Comput. Biol. Medicine, 2021

On De-Interlacing and Sub-Pixel Precision Tracking.
Proceedings of the 36th International Conference on Image and Vision Computing New Zealand, 2021

Virtual sawing using generative adversarial networks.
Proceedings of the 36th International Conference on Image and Vision Computing New Zealand, 2021

2020
Probabilistic Forecasting of Battery Energy Storage State-of-Charge under Primary Frequency Control.
IEEE J. Sel. Areas Commun., 2020

Modelling internal knot distribution using external log features.
Comput. Electron. Agric., 2020

A Practical Hybrid Active Learning Approach for Human Pose Estimation.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2020

Weight Averaging Impact on the Uncertainty of Retinal Artery-Venous Segmentation.
Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Graphs in Biomedical Image Analysis, 2020

Plankton Recognition in Images with Varying Size.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Evaluation of Unconditioned Deep Generative Synthesis of Retinal Images.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2020

On the Uncertainty of Retinal Artery-Vein Classification with Dense Fully-Convolutional Neural Networks.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2020

2019
Fine-Grained Wood Species Identification Using Convolutional Neural Networks.
Proceedings of the Image Analysis - 21st Scandinavian Conference, 2019

Hyper-parameter Optimization of Multi-attention Recurrent Neural Network for Battery State-of-Charge Forecasting.
Proceedings of the Progress in Artificial Intelligence, 2019

Timber Tracing with Multimodal Encoder-Decoder Networks.
Proceedings of the Computer Analysis of Images and Patterns, 2019

2018
Comparison of bubble detectors and size distribution estimators.
Pattern Recognit. Lett., 2018

Hyperspectral Image Segmentation of Retinal Vasculature, Optic Disc and Macula.
Proceedings of the 2018 Digital Image Computing: Techniques and Applications, 2018

Detection of Mechanical Damages in Sawn Timber Using Convolutional Neural Networks.
Proceedings of the Pattern Recognition - 40th German Conference, 2018

Two-Camera Synchronization and Trajectory Reconstruction for a Touch Screen Usability Experiment.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2018

2017
Performance comparison of publicly available retinal blood vessel segmentation methods.
Comput. Medical Imaging Graph., 2017

Comparison of image registration methods for composing spectral retinal images.
Biomed. Signal Process. Control., 2017

Simultaneous Camera Calibration and Temporal Alignment of 2D and 3D Trajectories.
Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 6: VISAPP, Porto, Portugal, February 27, 2017

Framework for Machine Vision Based Traffic Sign Inventory.
Proceedings of the Image Analysis - 20th Scandinavian Conference, 2017

A hybrid method for short-term electricity consumption prediction.
Proceedings of the IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society, Beijing, China, October 29, 2017

Multi-camera Finger Tracking and 3D Trajectory Reconstruction for HCI Studies.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2017

Towards Condition Analysis for Machine Vision Based Traffic Sign Inventory.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2017

2016
Detection of bubbles as concentric circular arrangements.
Mach. Vis. Appl., 2016

Reconstruction of retinal spectra from RGB data using a RBF network.
Proceedings of the Sixth International Conference on Image Processing Theory, 2016

Evaluation of feature sensitivity to training data inaccuracy in detection of retinal lesions.
Proceedings of the Sixth International Conference on Image Processing Theory, 2016

Semi-supervised Domain Adaptation for Weakly Labeled Semantic Video Object Segmentation.
Proceedings of the Computer Vision - ACCV 2016, 2016

2015
Deep Learning for Facial Keypoints Detection.
Proceedings of the VISAPP 2015, 2015

High-Speed Hand Tracking for Studying Human-Computer Interaction.
Proceedings of the Image Analysis - 19th Scandinavian Conference, 2015

Amplifier errors in dry bacteriorhodopsin sensor measurements.
Proceedings of the 2015 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) Proceedings, 2015

Validation of a time-variant electrical equivalent circuit for a dry bacteriorhodopsin sensor.
Proceedings of the 2015 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) Proceedings, 2015

2014
Study of no-reference image quality assessment algorithms on printed images.
J. Electronic Imaging, 2014

Comparison of General Object Trackers for Hand Tracking in High-Speed Videos.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Spectral Colour Differences through Interpolation.
Proceedings of the Image and Signal Processing - 6th International Conference, 2014

Multichannel Spectral Image Enhancement for Visualizing Diabetic Retinopathy Lesions.
Proceedings of the Image and Signal Processing - 6th International Conference, 2014

Comparison of Appearance-Based and Geometry-Based Bubble Detectors.
Proceedings of the Computer Vision and Graphics - International Conference, 2014

Loading effects on the photoelectric response of dry bacteriorhodopsin sensors.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2014

Estimation of Bubble Size Distribution Based on Power Spectrum.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2014

2013
Framework for developing image-based dirt particle classifiers for dry pulp sheets.
Mach. Vis. Appl., 2013

Constructing Benchmark Databases and Protocols for Medical Image Analysis: Diabetic Retinopathy.
Comput. Math. Methods Medicine, 2013

Detection of Curvilinear Structures by Tensor Voting Applied to Fiber Characterization.
Proceedings of the Image Analysis, 18th Scandinavian Conference, 2013

Unsupervised Visual Object Categorisation with BoF and Spatial Matching.
Proceedings of the Image Analysis, 18th Scandinavian Conference, 2013

Time-variant electrical equivalent circuit of a dry bacteriorhodopsin sensor.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2013

2012
Unsupervised object discovery via self-organisation.
Pattern Recognit. Lett., 2012

Combining Multiple Image Segmentations by Maximizing Expert Agreement.
Proceedings of the Machine Learning in Medical Imaging - Third International Workshop, 2012

A Framework for Constructing Benchmark Databases and Protocols for Retinopathy in Medical Image Analysis.
Proceedings of the Intelligent Science and Intelligent Data Engineering, 2012

Visual saliency and categorisation of abstract images.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

2011
Bayesian network model of overall print quality: Construction and structural optimisation.
Pattern Recognit. Lett., 2011

Adaptive Classification of Dirt Particles in Papermaking Process.
Proceedings of the Image Analysis - 17th Scandinavian Conference, 2011

Projector Calibration by "Inverse Camera Calibration".
Proceedings of the Image Analysis - 17th Scandinavian Conference, 2011

Improving Particle Segmentation from Process Images with Wiener Filtering.
Proceedings of the Image Analysis - 17th Scandinavian Conference, 2011

Semisynthetic Ground Truth for Dirt Particle Counting and Classification Methods.
Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2011), 2011

2010
Making Visual Object Categorization More Challenging: Randomized Caltech-101 Data Set.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Unsupervised Visual Object Categorisation via Self-organisation.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Automated Counting and Characterization of Dirt Particles in Pulp.
Proceedings of the Computer Vision and Graphics - International Conference, 2010

2009
Bag-of-Features Codebook Generation by Self-Organisation.
Proceedings of the Advances in Self-Organizing Maps, 7th International Workshop, 2009

Fusion of Multiple Expert Annotations and Overall Score Selection for Medical Image Diagnosis.
Proceedings of the Image Analysis, 16th Scandinavian Conference, 2009

Framework for Applying Full Reference Digital Image Quality Measures to Printed Images.
Proceedings of the Image Analysis, 16th Scandinavian Conference, 2009

2008
Detection of irregularities in regular patterns.
Mach. Vis. Appl., 2008

Finding best measurable quantities for predicting human visual quality experience.
Proceedings of the IEEE International Conference on Systems, 2008

Is there hope for predicting human visual quality experience?
Proceedings of the IEEE International Conference on Systems, 2008

2007
Automated Mottling Assessment of Colored Printed Areas.
Proceedings of the Image Analysis, 15th Scandinavian Conference, 2007

Goniometric Imaging of Paper Gloss.
Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2007), 2007

Visual Print Quality Evaluation Using Computational Features.
Proceedings of the Advances in Visual Computing, Third International Symposium, 2007

Temporal Characteristics of Artificial Retina Based on Bacteriorhodopsin and Its Variants.
Proceedings of the Advances in Brain, 2007

The DIARETDB1 Diabetic Retinopathy Database and Evaluation Protocol.
Proceedings of the British Machine Vision Conference 2007, 2007

2006
Detecting irregularities in regular patterns.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Automating Visual Inspection of Print Quality.
Proceedings of the Image Analysis and Recognition, Third International Conference, 2006

2005
Mottling Assessment of Solid Printed Areas and Its Correlation to Perceived Uniformity.
Proceedings of the Image Analysis, 14th Scandinavian Conference, 2005

Detection of Irregularities in Regular Dot Patterns.
Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2005), 2005

Thresholding Based Detection of Fine and Sparse Details.
Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2005), 2005

Quantified and Perceived Unevenness of Solid Printed Areas.
Proceedings of the Progress in Pattern Recognition, 2005

Photoelectric Response of Bacteriorhodopsin in Thin PVA Films and Its Model.
Proceedings of the Brain, 2005


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