Natasa Sladoje

Orcid: 0000-0002-6041-6310

According to our database1, Natasa Sladoje authored at least 77 papers between 1997 and 2024.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
UpStory: the Uppsala Storytelling dataset.
CoRR, 2024

Let it shine: Autofluorescence of Papanicolaou-stain improves AI-based cytological oral cancer detection.
CoRR, 2024

2023
Contrastive Learning of Equivariant Image Representations for Multimodal Deformable Registration.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Can Representation Learning for Multimodal Image Registration be Improved by Supervision of Intermediate Layers?
Proceedings of the Pattern Recognition and Image Analysis - 11th Iberian Conference, 2023

2022
Fast computation of mutual information in the frequency domain with applications to global multimodal image alignment.
Pattern Recognit. Lett., 2022

Guest Editorial: Discrete Geometry and Mathematical Morphology.
J. Math. Imaging Vis., 2022

Oral cancer detection and interpretation: Deep multiple instance learning versus conventional deep single instance learning.
CoRR, 2022

Cross-Modality Sub-Image Retrieval using Contrastive Multimodal Image Representations.
CoRR, 2022

Cross-Sim-NGF: FFT-Based Global Rigid Multimodal Alignment of Image Volumes Using Normalized Gradient Fields.
Proceedings of the Biomedical Image Registration - 10th International Workshop, 2022

End-to-End Learning and Analysis of Infant Engagement During Guided Play: Prediction and Explainability.
Proceedings of the International Conference on Multimodal Interaction, 2022

End-to-end Multiple Instance Learning with Gradient Accumulation.
Proceedings of the IEEE International Conference on Big Data, 2022

2021
Is Image-to-Image Translation the Panacea for Multimodal Image Registration? A Comparative Study.
CoRR, 2021

The Effect of Within-Bag Sampling on End-to-End Multiple Instance Learning.
Proceedings of the 12th International Symposium on Image and Signal Processing and Analysis, 2021

Automatic analysis of infant engagement during play: An end-to-end learning and Explainable AI pilot experiment.
Proceedings of the ICMI '21 Companion: Companion Publication of the 2021 International Conference on Multimodal Interaction, Montreal, QC, Canada, October 18, 2021

2020
BIAFLOWS: A Collaborative Framework to Reproducibly Deploy and Benchmark Bioimage Analysis Workflows.
Patterns, 2020

Stochastic Distance Transform: Theory, Algorithms and Applications.
J. Math. Imaging Vis., 2020

Generalised deep learning framework for HEp-2 cell recognition using local binary pattern maps.
IET Image Process., 2020

INSPIRE: Intensity and Spatial Information-Based Deformable Image Registration.
CoRR, 2020

CoMIR: Contrastive Multimodal Image Representation for Registration.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

When Texture Matters: Texture-Focused Cnns Outperform General Data Augmentation and Pretraining in Oral Cancer Detection.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

A Deep Learning Based Pipeline for Efficient Oral Cancer Screening on Whole Slide Images.
Proceedings of the Image Analysis and Recognition - 17th International Conference, 2020

2019
Fast and Robust Symmetric Image Registration Based on Distances Combining Intensity and Spatial Information.
IEEE Trans. Image Process., 2019

Sparsity promoting super-resolution coverage segmentation by linear unmixing in presence of blur and noise.
J. Electronic Imaging, 2019

On the Effectiveness of Generative Adversarial Networks as HEp-2 Image Augmentation Tool.
Proceedings of the Image Analysis - 21st Scandinavian Conference, 2019

Stochastic Distance Transform.
Proceedings of the Discrete Geometry for Computer Imagery, 2019

2018
Ensemble of Convolutional Neural Networks for Dermoscopic Images Classification.
CoRR, 2018

Fast and Robust Symmetric Image Registration Based on Intensity and Spatial Information.
CoRR, 2018

An Objective Scoring Framework for Histology Slide Image Mosaics Applicable for the Reliable Benchmarking of Image Quality Assessment Algorithms.
IEEE Access, 2018

Denoising of short exposure transmission electron microscopy images for ultrastructural enhancement.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Towards Automated Multiscale Imaging and Analysis in TEM: Glomerulus Detection by Fusion of CNN and LBP Maps.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

2017
Enhancement of Cilia Sub-structures by Multiple Instance Registration and Super-Resolution Reconstruction.
Proceedings of the Image Analysis - 20th Scandinavian Conference, 2017

Convolutional Neural Networks for False Positive Reduction of Automatically Detected Cilia in Low Magnification TEM Images.
Proceedings of the Image Analysis - 20th Scandinavian Conference, 2017

Distance Between Vector-Valued Representations of Objects in Images with Application in Object Detection and Classification.
Proceedings of the Combinatorial Image Analysis - 18th International Workshop, 2017

Distance Between Vector-Valued Fuzzy Sets Based on Intersection Decomposition with Applications in Object Detection.
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2017

2016
Estimation of Feret's diameter from pixel coverage representation of a shape.
Pattern Recognit. Lett., 2016

Restoration of images degraded by signal-dependent noise based on energy minimization: an empirical study.
J. Electronic Imaging, 2016

Automated detection of cilia in low magnification transmission electron microscopy images using template matching.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Blind restoration of images degraded with mixed poisson-Gaussian noise with application in transmission electron microscopy.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Single image super-resolution reconstruction in presence of mixed Poisson-Gaussian noise.
Proceedings of the Sixth International Conference on Image Processing Theory, 2016

Signature of a Shape Based on Its Pixel Coverage Representation.
Proceedings of the Discrete Geometry for Computer Imagery, 2016

2015
Precise Euclidean distance transforms in 3D from voxel coverage representation.
Pattern Recognit. Lett., 2015

Estimation of linear deformations of 2D and 3D fuzzy objects.
Pattern Recognit., 2015

Microscopy Image Enhancement for Cost-Effective Cervical Cancer Screening.
Proceedings of the Image Analysis - 19th Scandinavian Conference, 2015

αLBP - a novel member of the local binary pattern family based on α-cutting.
Proceedings of the 9th International Symposium on Image and Signal Processing and Analysis, 2015

Exact Linear Time Euclidean Distance Transforms of Grid Line Sampled Shapes.
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2015

High-resolution reconstruction by feature distance minimization from multiple views of an object.
Proceedings of the 2015 International Conference on Image Processing Theory, 2015

Coverage segmentation of 3D thin structures.
Proceedings of the 2015 International Conference on Image Processing Theory, 2015

2014
Linear Time Distances Between Fuzzy Sets With Applications to Pattern Matching and Classification.
IEEE Trans. Image Process., 2014

A new set distance and its application to shape registration.
Pattern Anal. Appl., 2014

Optimizing Optics and Imaging for Pattern Recognition Based Screening Tasks.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

An Evaluation of Potential Functions for Regularized Image Deblurring.
Proceedings of the Image Analysis and Recognition - 11th International Conference, 2014

2013
Coverage segmentation of thin structures by linear unmixing and local centre of gravity attraction.
Proceedings of the 8th International Symposium on Image and Signal Processing and Analysis, 2013

2012
Coverage segmentation based on linear unmixing and minimization of perimeter and boundary thickness.
Pattern Recognit. Lett., 2012

2011
A graph-based framework for sub-pixel image segmentation.
Theor. Comput. Sci., 2011

Defuzzification of spatial fuzzy sets by feature distance minimization.
Image Vis. Comput., 2011

Distance Measures between Digital Fuzzy Objects and Their Applicability in Image Processing.
Proceedings of the Combinatorial Image Analysis - 14th International Workshop, 2011

Precise estimation of the projection of a shape from a pixel coverage representation.
Proceedings of the 7th International Symposium on Image and Signal Processing and Analysis, 2011

2010
De-noising of SRµCT Fiber Images by Total Variation Minimization.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Estimation of linear deformations of 3D objects.
Proceedings of the International Conference on Image Processing, 2010

2009
High-Precision Boundary Length Estimation by Utilizing Gray-Level Information.
IEEE Trans. Pattern Anal. Mach. Intell., 2009

Recovering Affine Deformations of Fuzzy Shapes.
Proceedings of the Image Analysis, 16th Scandinavian Conference, 2009

Improved Quantification of Bone Remodelling by Utilizing Fuzzy Based Segmentation.
Proceedings of the Image Analysis, 16th Scandinavian Conference, 2009

Pixel Coverage Segmentation for Improved Feature Estimation.
Proceedings of the Image Analysis and Processing, 2009

2008
Deterministic Defuzzification Based on Spectral Projected Gradient Optimization.
Proceedings of the Pattern Recognition, 2008

2007
Representation and reconstruction of fuzzy disks by moments.
Fuzzy Sets Syst., 2007

2006
Feature Based Defuzzification at Increased Spatial Resolution.
Proceedings of the Combinatorial Image Analysis, 11th International Workshop, 2006

Feature Based Defuzzification in Z<sup>2</sup> and Z<sup>3</sup> Using a Scale Space Approach.
Proceedings of the Discrete Geometry for Computer Imagery, 13th International Conference, 2006

2005
Shape signatures of fuzzy star-shaped sets based on distance from the centroid.
Pattern Recognit. Lett., 2005

Measurements of digitized objects with fuzzy borders in 2D and 3D.
Image Vis. Comput., 2005

Estimation of Moments of Digitized Objects with Fuzzy Borders.
Proceedings of the Image Analysis and Processing, 2005

2004
Defuzzification of Discrete Objects by Optimizing Area and Perimeter Similarity.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

2003
Measuring Perimeter and Area in Low Resolution Images Using a Fuzzy Approach.
Proceedings of the Image Analysis, 13th Scandinavian Conference, 2003

Perimeter and Area Estimations of Digitized Objects with Fuzzy Borders.
Proceedings of the Discrete Geometry for Computer Imagery, 11th International Conference, 2003

2000
Efficiency of Characterizing Ellipses and Ellipsoids by Discrete Moments.
IEEE Trans. Pattern Anal. Mach. Intell., 2000

The Reconstruction of the Digital Hyperbola Segment from Its Code.
Proceedings of the Discrete Geometry for Computer Imagery, 9th International Conference, 2000

1997
Ellipses Estimation from their Digitization.
Proceedings of the Discrete Geometry for Computer Imagery, 1997

A Characterization of Digital Disks by Discrete Moments.
Proceedings of the Computer Analysis of Images and Patterns, 7th International Conference, 1997


  Loading...