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
11 - 20 of 257
- Editorial to special issue 'Remote Sensing Image Denoising, Restoration and Reconstruction'(2022)
Authors: Karen Egiazarian, Aleksandra Pizurica, Vladimir Lukin
- Spectral feature fusion networks with dual attention for hyperspectral image classification(2022)
Authors: Xian Li, Mingli Ding, Aleksandra Pizurica
- Fully group convolutional neural networks for robust spectral-spatial feature learning(2022)
Authors: Xian Li, Mingli Ding, Aleksandra Pizurica
- Hybrid-hypergraph regularized multiview subspace clustering for hyperspectral images(2022)
Authors: Shaoguang Huang, Hongyan Zhang, Aleksandra Pizurica
- A unified multiview spectral feature learning framework for hyperspectral image classification(2022)
Authors: Xian Li, Yanfeng Gu, Aleksandra Pizurica
- Subspace clustering for hyperspectral images via dictionary learning with adaptive regularization(2022)
Authors: Shaoguang Huang, Hongyan Zhang, Aleksandra Pizurica
- Virtual restoration of paintings using adaptive adversarial neural network(2022)
Authors: Roman Sizyakin, Viacheslav Voronin, Aleksandr Zelensky, Aleksandra Pizurica
- Virtual restoration of paintings based on deep learning(2022)Volume: 12084
Authors: Roman Sizyakin, Viacheslav Voronin, Aleksandra Pizurica, Wolfgang Osten, Dmitry Nikolaev, Jianhong Zhou
Number of pages: 1 - Revealing and reconstructing hidden or lost features in art investigation(2022)
Authors: Barak Sober, Spike Bucklow, Nathan Daly, Ingrid Daubechies, Pier Luigi Dragotti, Catherine Higgitt, Jun-Jie Huang, Aleksandra Pizurica, Wei Pu, Suzanne Reynolds, et al.
Pages: 4 - 19 - Assisting classical paintings restoration : efficient paint loss detection and descriptor-based inpainting using shared pretraining(2021)Volume: 11353
Authors: Laurens Meeus, Shaoguang Huang, Nina Žižakić, Xianghui Xie, Bart Devolder, Hélène Dubois, Maximiliaan Martens, Aleksandra Pizurica, Peter Schelkens, Tomasz Kozacki
Number of pages: 1