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
21 - 30 of 257
- Fast full search equivalent block matching for multichannel images(2021)
Authors: Izumi Ito, Aleksandra Pizurica
Number of pages: 1 - Invertible local image descriptors learned with variational autoencoders(2021)Volume: 64
Authors: Nina Žižakić, Aleksandra Pizurica, Dragana Krstic, Maciej Piechowiak
Number of pages: 1 - Hierarchical variational autoencoders for visual counterfactuals(2021)
Authors: Nicolas Vercheval, Aleksandra Pizurica
Pages: 2513 - 2517 - Deep image hashing based on twin-bottleneck hashing with variational autoencoders(2021)
Authors: Maxim Verwilst, Nina Žižakić, Aleksandra Pizurica
Number of pages: 1 - A study on the label noise impact on the hyperspectral image classification(2021)Volume: 64
Authors: Meizhu Li, Shaoguang Huang, Aleksandra Pizurica, Dragana Krstic, Maciej Piechowiak
Number of pages: 1 - The impact of label noise on the classification models for hyperspectral images(2021)
Authors: Meizhu Li, Shaoguang Huang, Aleksandra Pizurica
Pages: 1 - 9 - Multimodal extension of the ML-CSC framework for medical image segmentation(2021)
Authors: Jens Janssens, Srdan Lazendic, Shaoguang Huang, Aleksandra Pizurica, Tomislav Petkovic, Davor Petrinovic, Sven Loncaric
Pages: 91 - 96 - Acoustic seafloor classification using the Weyl transform of multibeam echosounder backscatter mosaic(2021)
Authors: Ting Zhao, Giacomo Montereale Gavazzi, Srdan Lazendic, Yuxin Zhao, Aleksandra Pizurica
- β-variational autoencoders for learning invertible local image descriptors(2021)
Authors: Nina Žižakić, Aleksandra Pizurica
Pages: 71 - 78 - A two-stream neural network architecture for the detection and analysis of cracks in panel paintings(2021)Volume: 11353
Authors: Roman Sizyakin, Bruno Cornelis, Laurens Meeus, Viacheslav Voronin, Aleksandra Pizurica, Peter Schelkens, Tomasz Kozacki
Number of pages: 1