Natasa Sladoje
Orcid: 0000-0002-6041-6310
According to our database1,
Natasa Sladoje
authored at least 77 papers
between 1997 and 2024.
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Bibliography
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
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
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
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
J. Math. Imaging Vis., 2020
Generalised deep learning framework for HEp-2 cell recognition using local binary pattern maps.
IET Image Process., 2020
CoRR, 2020
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
Proceedings of the Discrete Geometry for Computer Imagery, 2019
2018
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
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
Proceedings of the Discrete Geometry for Computer Imagery, 2016
2015
Pattern Recognit. Lett., 2015
Pattern Recognit., 2015
Proceedings of the Image Analysis - 19th Scandinavian Conference, 2015
Proceedings of the 9th International Symposium on Image and Signal Processing and Analysis, 2015
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
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
Pattern Anal. Appl., 2014
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
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
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
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the International Conference on Image Processing, 2010
2009
IEEE Trans. Pattern Anal. Mach. Intell., 2009
Proceedings of the Image Analysis, 16th Scandinavian Conference, 2009
Proceedings of the Image Analysis, 16th Scandinavian Conference, 2009
Proceedings of the Image Analysis and Processing, 2009
2008
Proceedings of the Pattern Recognition, 2008
2007
2006
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
Pattern Recognit. Lett., 2005
Image Vis. Comput., 2005
Proceedings of the Image Analysis and Processing, 2005
2004
Proceedings of the 17th International Conference on Pattern Recognition, 2004
2003
Proceedings of the Image Analysis, 13th Scandinavian Conference, 2003
Proceedings of the Discrete Geometry for Computer Imagery, 11th International Conference, 2003
2000
IEEE Trans. Pattern Anal. Mach. Intell., 2000
Proceedings of the Discrete Geometry for Computer Imagery, 9th International Conference, 2000
1997
Proceedings of the Discrete Geometry for Computer Imagery, 1997
Proceedings of the Computer Analysis of Images and Patterns, 7th International Conference, 1997