Researcher
Aleksandra Pizurica
- Keywords:Digital Signal Processing, Image processing, Machine Learning, Uncertainty modelling, Deep learning, Computer vision, cultural heritage, artificial intelligence
- Disciplines:Biomedical image processing, Computer vision, Image processing, Interactive and intelligent systems, Pattern recognition and neural networks, Machine learning and decision making, Image and language processing
Affiliations
- Board of Governors/Executive Board (Administrative office)
Member
From1 Oct 2022 → Today - Department of Telecommunications and information processing (Department)
Member
From1 Nov 2001 → Today
Projects
1 - 10 of 12
- BALaTAI: Belgian Art Links & Tools for Artificial IntelligenceFrom1 Mar 2024 → TodayFunding: FED-tWIN
- Genetic predictors of joint shape and cartilage mechanicsFrom1 Oct 2022 → TodayFunding: BOF - projects
- Sparse Coding of Dynamic Point Clouds for Scene Analysis and Reconstruction (SPYDER)From1 Jan 2022 → TodayFunding: FWO research project (including WEAVE projects)
- Towards Reliable Land Cover Change Detection from Multi-Sensor Data (REALISE)From1 Oct 2021 → TodayFunding: BOF - projects
- Cremations, Urns and Mobility U+2013 Ancient population dynamics in BelgiumFrom1 Jan 2018 → 31 Dec 2021Funding: FWO EOS
- Imprecise continuous-time Markov chainsFrom1 Mar 2017 → 31 Aug 2021Funding: BOF - Other initiatives
- Dictionary Learning and Distributed Inference for the Processing of Large-scale Heterogeneous Image Data (DOLPHIN)From1 Jan 2017 → 31 Dec 2020Funding: FWO research project (including WEAVE projects)
- Massive Data Mining for Remote Sensing Imagery From1 Oct 2016 → 30 Sep 2019Funding: FWO fellowships
- Big Heterogeneous Data Sensing and Processing in Computer VisionFrom1 Mar 2016 → 31 Aug 2019Funding: BOF - Other initiatives
- Alliance Research Group: International Big Data Analytics LabFrom1 Feb 2016 → 31 Aug 2022
Publications
41 - 50 of 257
- Three-dimensional block matching using orthonormal tree-structured haar transform for multichannel images(2020)
Authors: Izumi Ito, Aleksandra Pizurica
- Learned BRIEF : transferring the knowledge from hand-crafted to learning-based descriptors(2020)
Authors: Nina Žižakić, Aleksandra Pizurica
Number of pages: 1 - A deep learning approach to crack detection on road surfaces(2020)Volume: 11543
Authors: Roman Sizyakin, Viacheslav V. Voronin, Nikolay Gapon, Aleksandra Pizurica, Judith Dijk
Number of pages: 1 - MRI reconstruction using Markov random field and total variation as composite prior(2020)
Authors: Marko Panic, Dusan Jakovetic, Dejan Vukobratovic, Vladimir Crnojevic, Aleksandra Pizurica
- Sketch-based subspace clustering of hyperspectral images(2020)
Authors: Shaoguang Huang, Hongyan Zhang, Qian Du, Aleksandra Pizurica
- Accelerating in vivo fast spin echo high angular resolution diffusion imaging with an isotropic resolution in mice through compressed sensing(2020)
Authors: Maarten Naeyaert, Jan Aelterman, Johan Van Audekerke, Vladimir Golkov, Daniel Cremers, Aleksandra Pizurica, Jan Sijbers, Marleen Verhoye
Pages: 1397 - 1413 - Deep feature fusion via two-stream convolutional neural network for hyperspectral image classification(2020)
Authors: Xian Li, Mingli Ding, Aleksandra Pizurica
Pages: 2615 - 2629 - Sketched sparse subspace clustering for large-scale hyperspectral images(2020)
Authors: Shaoguang Huang, Hongyan Zhang, Aleksandra Pizurica
Pages: 1766 - 1770 - Crack detection in paintings using convolutional neural networks(2020)
Authors: Roman Sizyakin, Bruno Cornelis, Laurens Meeus, Hélène Dubois, Maximiliaan Martens, Viacheslav Voronin, Aleksandra Pizurica
Pages: 74535 - 74552 - Partial convolution based multimodal autoencoder for art investigation(2019)Volume: 2491
Authors: Xianghui Xie, Laurens Meeus, Aleksandra Pizurica, Katrien Beuls, Bart Bogaerts, Gianluca Bontempi, Pierre Geurts, Nick Harley, Bertrand Lebichot, Tom Lenaerts, et al.
Number of pages: 1