Maria Vakalopoulou

Laboratoire

Mathématiques et Informatique pour la Complexité et les Systèmes

Publications (52)

26/02/2025

Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge

Spyridon Bakas , Mauricio Reyes , Enzo Battistella , Siddhartha Chandra , Théo Estienne , Lucas Fidon , Maria Vakalopoulou , Roger Sun , Et Al. , Eric Deutsch , Charlotte Robert , Nikos Paragios , Bjoern Menze

Article dans une revue 26/02/2025

Graph-Based Registration, Change Detection, and Classification in Very High Resolution Multitemporal Remote Sensing Data

Maria Vakalopoulou , Konstantinos Karantzalos , Nikos Komodakis , Nikos Paragios

Communication dans un congrès 26/02/2025

Simultaneous registration, segmentation and change detection from multisensor, multitemporal satellite image pairs.

Maria Vakalopoulou , Christos Platias , Maria Papadomanolaki , Nikos Paragios , Konstantinos Karantzalos

Communication dans un congrès 26/02/2025

Integrating edge/boundary priors with classification scores for building detection in very high resolution data

Maria Vakalopoulou , Norbert Bus , Konstantinos Karantzalos , Nikos Paragios

Communication dans un congrès 26/02/2025

Per city-block, density estimation at build-up areas from aerial RGB imagery with deep learning

Theodosia Vardoulaki , Maria Vakalopoulou , Konstantinos Karantzalos

Communication dans un congrès 26/02/2025

Linear and Deformable Image Registration with 3D Convolutional Neural Networks

Stergios Christodoulidis , Mihir Sahasrabudhe , Maria Vakalopoulou , Guillaume Chassagnon , Marie-Pierre Revel , Stavroula Mougiakakou , Nikos Paragios

Communication dans un congrès 26/02/2025

Gene Expression High-Dimensional Clustering towards a Novel, Robust, Clinically Relevant and Highly Compact Cancer Signature

Enzo Battistella , Maria Vakalopoulou , Théo Estienne , Marvin Lerousseau , Roger Sun , Charlotte Robert , Nikos Paragios , Eric Deutsch

Article dans une revue 26/02/2025

Deep learning: definition and perspectives for thoracic imaging

Maria Vakalopoulou , Guillaume Chassagnon , Nikos Paragios , Marie-Pierre Revel

Communication dans un congrès 26/02/2025

Detecting urban changes with recurrent neural networks from multitemporal Sentinel-2 data

Maria Papadomanolaki , Sagar Verma , Maria Vakalopoulou , Siddharth Gupta , Konstantinos Karantzalos

Article dans une revue 26/02/2025

Detailed Land Cover Mapping from Multitemporal Landsat-8 Data of Different Cloud Cover

Christina Karakizi , Konstantinos Karantzalos , Maria Vakalopoulou , Georgia Antoniou