Natasa Sladoje

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 47

Top Topics

Electron Microscopy

Multiple Instance

Distance Transform

Cancer Detection

Top Venues

Pattern Recognit. Lett.

Publications

Wenyi Lian, Joakim Lindblad, Christina Runow Stark, Jan-Michael Hirsch, Natasa Sladoje
Let it shine: Autofluorescence of Papanicolaou-stain improves AI-based cytological oral cancer detection. CoRR (2024)
Marc Fraile, Natalia Calvo-Barajas, Anastasia Sophia Apeiron, Giovanna Varni, Joakim Lindblad, Natasa Sladoje, Ginevra Castellano
UpStory: the Uppsala Storytelling dataset. CoRR (2024)
Elisabeth Wetzer, Joakim Lindblad, Natasa Sladoje
Can representation learning for multimodal image registration be improved by supervision of intermediate layers? CoRR (2023)
Love Nordling, Johan Öfverstedt, Joakim Lindblad, Natasa Sladoje
Contrastive Learning of Equivariant Image Representations for Multimodal Deformable Registration. ISBI (2023)
Elisabeth Wetzer, Joakim Lindblad, Natasa Sladoje
Can Representation Learning for Multimodal Image Registration be Improved by Supervision of Intermediate Layers? IbPRIA (2023)
Filip Malmberg, Joakim Lindblad, Natasa Sladoje
Guest Editorial: Discrete Geometry and Mathematical Morphology. J. Math. Imaging Vis. 64 (7) (2022)
Nadezhda Koriakina, Natasa Sladoje, Vladimir Basic, Joakim Lindblad
Oral cancer detection and interpretation: Deep multiple instance learning versus conventional deep single instance learning. CoRR (2022)
Johan Öfverstedt, Joakim Lindblad, Natasa Sladoje
Fast computation of mutual information in the frequency domain with applications to global multimodal image alignment. Pattern Recognit. Lett. 159 (2022)
Axel Andersson, Nadezhda Koriakina, Natasa Sladoje, Joakim Lindblad
End-to-end Multiple Instance Learning with Gradient Accumulation. Big Data (2022)
Marc Fraile, Christine Fawcett, Joakim Lindblad, Natasa Sladoje, Ginevra Castellano
End-to-End Learning and Analysis of Infant Engagement During Guided Play: Prediction and Explainability. ICMI (2022)
Eva Breznik, Elisabeth Wetzer, Joakim Lindblad, Natasa Sladoje
Cross-Modality Sub-Image Retrieval using Contrastive Multimodal Image Representations. CoRR (2022)
Johan Öfverstedt, Joakim Lindblad, Natasa Sladoje
Cross-Sim-NGF: FFT-Based Global Rigid Multimodal Alignment of Image Volumes Using Normalized Gradient Fields. WBIR (2022)
Axel Andersson, Nadezhda Koriakina, Natasa Sladoje, Joakim Lindblad
End-to-end Multiple Instance Learning with Gradient Accumulation. CoRR (2022)
Marc Fraile, Joakim Lindblad, Christine Fawcett, Natasa Sladoje, Ginevra Castellano
Automatic analysis of infant engagement during play: An end-to-end learning and Explainable AI pilot experiment. ICMI Companion (2021)
Johan Öfverstedt, Joakim Lindblad, Natasa Sladoje
Cross-Sim-NGF: FFT-Based Global Rigid Multimodal Alignment of Image Volumes using Normalized Gradient Fields. CoRR (2021)
Jiahao Lu, Johan Öfverstedt, Joakim Lindblad, Natasa Sladoje
Is Image-to-Image Translation the Panacea for Multimodal Image Registration? A Comparative Study. CoRR (2021)
Johan Öfverstedt, Joakim Lindblad, Natasa Sladoje
Fast computation of mutual information in the frequency domain with applications to global multimodal image alignment. CoRR (2021)
Nadezhda Koriakina, Natasa Sladoje, Joakim Lindblad
The Effect of Within-Bag Sampling on End-to-End Multiple Instance Learning. ISPA (2021)
Jiahao Lu, Natasa Sladoje, Christina Runow Stark, Eva Darai Ramqvist, Jan-Michael Hirsch, Joakim Lindblad
A Deep Learning Based Pipeline for Efficient Oral Cancer Screening on Whole Slide Images. ICIAR (2) (2020)
Buda Bajic, Tomás Majtner, Joakim Lindblad, Natasa Sladoje
Generalised deep learning framework for HEp-2 cell recognition using local binary pattern maps. IET Image Process. 14 (6) (2020)
Nicolas Pielawski, Elisabeth Wetzer, Johan Öfverstedt, Jiahao Lu, Carolina Wählby, Joakim Lindblad, Natasa Sladoje
CoMIR: Contrastive Multimodal Image Representation for Registration. CoRR (2020)
Johan Öfverstedt, Joakim Lindblad, Natasa Sladoje
INSPIRE: Intensity and Spatial Information-Based Deformable Image Registration. CoRR (2020)
Nicolas Pielawski, Elisabeth Wetzer, Johan Öfverstedt, Jiahao Lu, Carolina Wählby, Joakim Lindblad, Natasa Sladoje
CoMIR: Contrastive Multimodal Image Representation for Registration. NeurIPS (2020)
Johan Öfverstedt, Joakim Lindblad, Natasa Sladoje
Stochastic Distance Transform: Theory, Algorithms and Applications. J. Math. Imaging Vis. 62 (5) (2020)
Elisabeth Wetzer, Jo Gay, Hugo Harlin, Joakim Lindblad, Natasa Sladoje
When Texture Matters: Texture-Focused Cnns Outperform General Data Augmentation and Pretraining in Oral Cancer Detection. ISBI (2020)
Ulysse Rubens, Romain Mormont, Lassi Paavolainen, Volker Bäcker, Benjamin Pavie, Leandro A. Scholz, Gino Michiels, Martin Maska, Devrim Ünay, Graeme Ball, Renaud Hoyoux, Rémy Vandaele, Ofra Golani, Stefan G. Stanciu, Natasa Sladoje, Perrine Paul-Gilloteaux, Raphaël Marée, Sébastien Tosi
BIAFLOWS: A Collaborative Framework to Reproducibly Deploy and Benchmark Bioimage Analysis Workflows. Patterns 1 (3) (2020)
Jiahao Lu, Natasa Sladoje, Christina Runow Stark, Eva Darai Ramqvist, Jan-Michael Hirsch, Joakim Lindblad
A Deep Learning based Pipeline for Efficient Oral Cancer Screening on Whole Slide Images. CoRR (2019)
Tomás Majtner, Buda Bajic, Joakim Lindblad, Natasa Sladoje, Victoria Blanes-Vidal, Esmaeil S. Nadimi
On the Effectiveness of Generative Adversarial Networks as HEp-2 Image Augmentation Tool. SCIA (2019)
Johan Öfverstedt, Joakim Lindblad, Natasa Sladoje
Fast and Robust Symmetric Image Registration Based on Distances Combining Intensity and Spatial Information. IEEE Trans. Image Process. 28 (7) (2019)
Buda Bajic, Joakim Lindblad, Natasa Sladoje
Sparsity promoting super-resolution coverage segmentation by linear unmixing in presence of blur and noise. J. Electronic Imaging 28 (1) (2019)
Johan Öfverstedt, Joakim Lindblad, Natasa Sladoje
Stochastic Distance Transform. DGCI (2019)
Johan Öfverstedt, Joakim Lindblad, Natasa Sladoje
Stochastic Distance Transform. CoRR (2018)
Elisabeth Wetzer, Joakim Lindblad, Ida-Maria Sintorn, Kjell Hultenby, Natasa Sladoje
Towards Automated Multiscale Imaging and Analysis in TEM: Glomerulus Detection by Fusion of CNN and LBP Maps. ECCV Workshops (6) (2018)
Buda Bajic, Amit Suveer, Anindya Gupta, Ivana Pepic, Joakim Lindblad, Natasa Sladoje, Ida-Maria Sintorn
Denoising of short exposure transmission electron microscopy images for ultrastructural enhancement. ISBI (2018)
Tomás Majtner, Buda Bajic, Sule Yildirim, Jon Yngve Hardeberg, Joakim Lindblad, Natasa Sladoje
Ensemble of Convolutional Neural Networks for Dermoscopic Images Classification. CoRR (2018)
Tiberiu Totu, Roxana M. Buga, Adrian Dumitru, Mariana Costache, Natasa Sladoje, Stefan G. Stanciu
An Objective Scoring Framework for Histology Slide Image Mosaics Applicable for the Reliable Benchmarking of Image Quality Assessment Algorithms. IEEE Access 6 (2018)
Johan Öfverstedt, Joakim Lindblad, Natasa Sladoje
Fast and Robust Symmetric Image Registration Based on Intensity and Spatial Information. CoRR (2018)
Natasa Sladoje, Joakim Lindblad
Distance Between Vector-Valued Representations of Objects in Images with Application in Object Detection and Classification. IWCIA (2017)
Anindya Gupta, Amit Suveer, Joakim Lindblad, Anca Dragomir, Ida-Maria Sintorn, Natasa Sladoje
Convolutional Neural Networks for False Positive Reduction of Automatically Detected Cilia in Low Magnification TEM Images. SCIA (1) (2017)
Johan Öfverstedt, Natasa Sladoje, Joakim Lindblad
Distance Between Vector-Valued Fuzzy Sets Based on Intersection Decomposition with Applications in Object Detection. ISMM (2017)
Amit Suveer, Natasa Sladoje, Joakim Lindblad, Anca Dragomir, Ida-Maria Sintorn
Enhancement of Cilia Sub-structures by Multiple Instance Registration and Super-Resolution Reconstruction. SCIA (2) (2017)
Buda Bajic, Joakim Lindblad, Natasa Sladoje
Blind restoration of images degraded with mixed poisson-Gaussian noise with application in transmission electron microscopy. ISBI (2016)
Buda Bajic, Joakim Lindblad, Natasa Sladoje
Single image super-resolution reconstruction in presence of mixed Poisson-Gaussian noise. IPTA (2016)
Amit Suveer, Natasa Sladoje, Joakim Lindblad, Anca Dragomir, Ida-Maria Sintorn
Automated detection of cilia in low magnification transmission electron microscopy images using template matching. ISBI (2016)
Slobodan Drazic, Natasa Sladoje, Joakim Lindblad
Estimation of Feret's diameter from pixel coverage representation of a shape. Pattern Recognit. Lett. 80 (2016)
Vladimir Ilic, Joakim Lindblad, Natasa Sladoje
Signature of a Shape Based on Its Pixel Coverage Representation. DGCI (2016)
Buda Bajic, Joakim Lindblad, Natasa Sladoje
Restoration of images degraded by signal-dependent noise based on energy minimization: an empirical study. J. Electronic Imaging 25 (4) (2016)
Vladimir Ilic, Joakim Lindblad, Natasa Sladoje
Precise Euclidean distance transforms in 3D from voxel coverage representation. Pattern Recognit. Lett. 65 (2015)
Attila Tanács, Joakim Lindblad, Natasa Sladoje, Zoltan Kato
Estimation of linear deformations of 2D and 3D fuzzy objects. Pattern Recognit. 48 (4) (2015)
Joakim Lindblad, Natasa Sladoje, Amit Suveer, Anca Dragomir, Ida-Maria Sintorn
High-resolution reconstruction by feature distance minimization from multiple views of an object. IPTA (2015)
Joakim Lindblad, Natasa Sladoje
Exact Linear Time Euclidean Distance Transforms of Grid Line Sampled Shapes. ISMM (2015)
Marija Delic, Joakim Lindblad, Natasa Sladoje
αLBP - a novel member of the local binary pattern family based on α-cutting. ISPA (2015)
Kristina Lidayova, Joakim Lindblad, Natasa Sladoje, Hans Frimmel, Chunliang Wang, Örjan Smedby
Coverage segmentation of 3D thin structures. IPTA (2015)
Joakim Lindblad, Ewert Bengtsson, Natasa Sladoje
Microscopy Image Enhancement for Cost-Effective Cervical Cancer Screening. SCIA (2015)
Vladimir Curic, Joakim Lindblad, Natasa Sladoje, Hamid Sarve, Gunilla Borgefors
A new set distance and its application to shape registration. Pattern Anal. Appl. 17 (1) (2014)
Joakim Lindblad, Natasa Sladoje
Linear Time Distances Between Fuzzy Sets With Applications to Pattern Matching and Classification. IEEE Trans. Image Process. 23 (1) (2014)
Buda Bajic, Joakim Lindblad, Natasa Sladoje
An Evaluation of Potential Functions for Regularized Image Deblurring. ICIAR (1) (2014)
Joakim Lindblad, Natasa Sladoje, Patrik Malm, Ewert Bengtsson, Ramin Moshavegh, Andrew Mehnert
Optimizing Optics and Imaging for Pattern Recognition Based Screening Tasks. ICPR (2014)
Kristina Lidayova, Joakim Lindblad, Natasa Sladoje, Hans Frimmel
Coverage segmentation of thin structures by linear unmixing and local centre of gravity attraction. ISPA (2013)
Joakim Lindblad, Natasa Sladoje
Coverage segmentation based on linear unmixing and minimization of perimeter and boundary thickness. Pattern Recognit. Lett. 33 (6) (2012)
Natasa Sladoje, Joakim Lindblad, Ingela Nyström
Defuzzification of spatial fuzzy sets by feature distance minimization. Image Vis. Comput. 29 (2-3) (2011)
Slobodan Drazic, Joakim Lindblad, Natasa Sladoje
Precise estimation of the projection of a shape from a pixel coverage representation. ISPA (2011)
Filip Malmberg, Joakim Lindblad, Natasa Sladoje, Ingela Nyström
A graph-based framework for sub-pixel image segmentation. Theor. Comput. Sci. 412 (15) (2011)
Vladimir Curic, Joakim Lindblad, Natasa Sladoje
Distance Measures between Digital Fuzzy Objects and Their Applicability in Image Processing. IWCIA (2011)
Attila Tanács, Joakim Lindblad, Natasa Sladoje, Zoltan Kato
Estimation of linear deformations of 3D objects. ICIP (2010)
Joakim Lindblad, Natasa Sladoje, Tibor Lukic
De-noising of SRµCT Fiber Images by Total Variation Minimization. ICPR (2010)
Natasa Sladoje, Joakim Lindblad
Pixel Coverage Segmentation for Improved Feature Estimation. ICIAP (2009)
Joakim Lindblad, Natasa Sladoje, Vladimir Curic, Hamid Sarve, Carina B. Johansson, Gunilla Borgefors
Improved Quantification of Bone Remodelling by Utilizing Fuzzy Based Segmentation. SCIA (2009)
Attila Tanács, Csaba Domokos, Natasa Sladoje, Joakim Lindblad, Zoltan Kato
Recovering Affine Deformations of Fuzzy Shapes. SCIA (2009)
Natasa Sladoje, Joakim Lindblad
High-Precision Boundary Length Estimation by Utilizing Gray-Level Information. IEEE Trans. Pattern Anal. Mach. Intell. 31 (2) (2009)
Tibor Lukic, Natasa Sladoje, Joakim Lindblad
Deterministic Defuzzification Based on Spectral Projected Gradient Optimization. DAGM-Symposium (2008)
Natasa Sladoje, Joakim Lindblad
Representation and reconstruction of fuzzy disks by moments. Fuzzy Sets Syst. 158 (5) (2007)
Joakim Lindblad, Natasa Sladoje, Tibor Lukic
Using a Scale Space Approach. DGCI (2006)
Joakim Lindblad, Natasa Sladoje
Feature Based Defuzzification at Increased Spatial Resolution. IWCIA (2006)
Natasa Sladoje, Joakim Lindblad
Estimation of Moments of Digitized Objects with Fuzzy Borders. ICIAP (2005)
Natasa Sladoje, Ingela Nyström, Punam K. Saha
Measurements of digitized objects with fuzzy borders in 2D and 3D. Image Vis. Comput. 23 (2) (2005)
Jocelyn Chanussot, Ingela Nyström, Natasa Sladoje
Shape signatures of fuzzy star-shaped sets based on distance from the centroid. Pattern Recognit. Lett. 26 (6) (2005)
Natasa Sladoje, Joakim Lindblad, Ingela Nyström
Defuzzification of Discrete Objects by Optimizing Area and Perimeter Similarity. ICPR (3) (2004)
Natasa Sladoje, Ingela Nyström, Punam K. Saha
Measuring Perimeter and Area in Low Resolution Images Using a Fuzzy Approach. SCIA (2003)
Natasa Sladoje, Ingela Nyström, Punam K. Saha
Perimeter and Area Estimations of Digitized Objects with Fuzzy Borders. DGCI (2003)
Natasa Sladoje
The Reconstruction of the Digital Hyperbola Segment from Its Code. DGCI (2000)
Jovisa D. Zunic, Natasa Sladoje
Efficiency of Characterizing Ellipses and Ellipsoids by Discrete Moments. IEEE Trans. Pattern Anal. Mach. Intell. 22 (4) (2000)
Natasa Sladoje, Jovisa D. Zunic
Ellipses Estimation from their Digitization. DGCI (1997)
Jovisa D. Zunic, Natasa Sladoje
A Characterization of Digital Disks by Discrete Moments. CAIP (1997)