Marija Habijan

According to our database, Marija Habijan authored at least 21 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2026

Physics-Informed Cold Diffusion Framework with Time-Conditioned U-Net for Multi-Coil Brain MRI Reconstruction.

Nives Grcic, Marija Habijan, Kresimir Matic, Irena Galic

Informatica (Slovenia), 2026

Re-evaluating compute performance in SBC clusters: HPL benchmarking across generations.

Zdravko Krpic, Ivica Lukic, Marija Habijan, Luka Loina

Future Gener. Comput. Syst., 2026

2025

Augmenting Crosswalk Segmentation With Diffusion-Generated Data for Adverse Weather and Lighting Conditions.

Kresimir Romic, Hrvoje Leventic, Marija Habijan, Irena Galic

IEEE Access, 2025

Efficient Self-Supervised Vision Transformers for Histopathology Image Retrieval.

Marija Habijan, Petar Nakic, Irena Galic, Danijel Marincic, Josip Samardzic, Aleksandra Pizurica

Proceedings of the 33rd European Signal Processing Conference, 2025

2024

Evaluation of Shallow Convolutional Neural Network in Open-World Chart Image Classification.

Filip Bajic, Marija Habijan, Kresimir Nenadic

Informatica (Slovenia), 2024

Understanding skin color bias in deep learning-based skin lesion segmentation.

Marin Bencevic, Marija Habijan, Irena Galic, Danilo Babin, Aleksandra Pizurica

Comput. Methods Programs Biomed., 2024

Ensemble Transfer Learning for Lymphoma Classification.

Marija Habijan, Irena Galic

Proceedings of the 31st International Conference on Systems, Signals and Image Processing, 2024

2023

Classification of Arrhythmia ECG Signals using Convolutional Neural Network.

Marija Habijan, Irena Galic, Aleksandra Pizurica

Proceedings of the 30th International Conference on Systems, Signals and Image Processing, 2023

2022

Optimization of deep learning algorithms for the cardiovascular system image processing using residual units.

Marija Habijan

PhD thesis, 2022

A Multi-Purpose Shallow Convolutional Neural Network for Chart Images.

Filip Bajic, Ognjen Orel, Marija Habijan

Sensors, 2022

Evaluation Framework for Computer Vision-Based Guidance of the Visually Impaired.

Kresimir Romic, Irena Galic, Marija Habijan, Hrvoje Leventic

CoRR, 2022

Using the Polar Transform for Efficient Deep Learning-Based Aorta Segmentation in CTA Images.

Marin Bencevic, Marija Habijan, Irena Galic, Danilo Babin

CoRR, 2022

Generation of Artificial CT Images using Patch-based Conditional Generative Adversarial Networks.

Marija Habijan, Irena Galic

CoRR, 2022

A Survey of Left Atrial Appendage Segmentation and Analysis in 3D and 4D Medical Images.

Hrvoje Leventic, Marin Bencevic, Danilo Babin, Marija Habijan, Irena Galic

CoRR, 2022

Epicardial Adipose Tissue Segmentation from CT Images with A Semi-3D Neural Network.

Marin Bencevic, Marija Habijan, Irena Galic

CoRR, 2022

Automating Blood Flow Simulation Through the Aorta in Patient-specific CT Images.

Marija Habijan, Irena Galic

Proceedings of the 55th Hawaii International Conference on System Sciences, 2022

Self-supervised Learning as a Means to Reduce the Need for Labeled Data in Medical Image Analysis.

Marin Bencevic, Marija Habijan, Irena Galic, Aleksandra Pizurica

Proceedings of the 30th European Signal Processing Conference, 2022

2021

Training on Polar Image Transformations Improves Biomedical Image Segmentation.

Marin Bencevic, Irena Galic, Marija Habijan, Danilo Babin

IEEE Access, 2021

Segmentation and Quantification of Bi-Ventricles and Myocardium Using 3D SERes-U-Net.

Marija Habijan, Irena Galic, Hrvoje Leventic, Kresimir Romic, Danilo Babin

Proceedings of the Systems, Signals and Image Processing - 28th International Conference, 2021

2020

Segmentation of Phase-Contrast MR Images for Aortic Pulse Wave Velocity Measurements.

Danilo Babin, Daniel Devos, Ljiljana Platisa, Ljubomir Jovanov, Marija Habijan, Hrvoje Leventic, Wilfried Philips

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2020

2019

Whole Heart Segmentation from CT images Using 3D U-Net architecture.

Marija Habijan, Hrvoje Leventic, Irena Galic, Danilo Babin

Proceedings of the International Conference on Systems, Signals and Image Processing, 2019