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
31 - 40 of 257
- The impact of non-uniform label noise on the classification of hyperspectral images(2021)
Authors: Meizhu Li, Shaoguang Huang, Aleksandra Pizurica
Pages: 326 - 330 - On extending the ADMM algorithm to the quaternion algebra setting(2021)Volume: 64
Authors: Srdan Lazendic, Hendrik De Bie, Aleksandra Pizurica, Dragana Krstic, Maciej Piechowiak
Number of pages: 1 - Multimodal target detection by sparse coding : application to paint loss detection in paintings(2020)
Authors: Shaoguang Huang, Bruno Cornelis, Bart Devolder, Maximiliaan Martens, Aleksandra Pizurica
Pages: 7681 - 7696 - Multi-view subspace clustering for hyperspectral images(2020)
Authors: Shaoguang Huang, Aleksandra Pizurica
Number of pages: 1 - On variational auto-encoders for fixed graph mesh learning(2020)
Authors: Nicolas Vercheval, Hendrik De Bie, Aleksandra Pizurica
Number of pages: 1 - Automated visual inspection algorithm for the reflection detection and removing in image sequences(2020)Volume: 11433
Authors: Roman Sizyakin, Viacheslav V. Voronin, Nikolay Gapon, Alexey Nadykto, Aleksandra Pizurica, Alexander Zelensky, Wolfgang Osten, Dmitry P. Nikolaev, J. Zhou
Number of pages: 1 - A robust dynamic classifier selection approach for hyperspectral images with imprecise label information(2020)
Authors: Meizhu Li, Shaoguang Huang, Jasper De Bock, Gert De Cooman, Aleksandra Pizurica
- A deep learning-based approach for defect detection and removing on archival photos(2020)
Authors: Roman Sizyakin, V. Voronin, N. Gapon, A. Zelensky, Aleksandra Pizurica
Pages: 029-1 - 029-7 - Variational auto-encoders without graph coarsening for fine mesh learning(2020)
Authors: Nicolas Vercheval, Hendrik De Bie, Aleksandra Pizurica
Pages: 2681 - 2685 - Overview of the whole heart and heart chamber segmentation methods(2020)
Authors: Marija Habijan, Danilo Babin, Irena Galic, Hrvoje Leventic, Kresimir Romic, Lazar Velicki, Aleksandra Pizurica
Pages: 725 - 747