Projecten per jaar
Persoonlijk profiel
Expertise
Digital Mathematics with specialty in Information Forensics and Security
- Fundamental Research: algebra (in particular group and ring theory), functional analysis (in particular fourier analysis, wavelets and other sparse representations)
- Strategic Research: discrete and continuous techniques for digital forensics (layout analysis, image quality assessment, distortion detection, authentication, traitor tracing, ...) & security (cryptography, watermarking, steganography, signal processing in the encrypted domain, ...)
- Applied Research Domains: data science (AI, machine learning), parsing of documents with complex layout, image processing for art investigation including cultural heritage, medical imaging, image/video processing for broadcasting, secure cloud and edge computing, privacy preserving technologies, quantum computing
Opleiding / Academische kwalificatie
Mathematics, PhD, Vrije Universiteit Brussel
Datum van toekenning: 23 mrt 2004
Vingerafdruk
Verdiep u in de onderzoeksgebieden waarop Ann Dooms actief is. Deze onderwerplabels komen uit het werk van deze persoon. Samen vormen ze een unieke vingerafdruk.
- 1 Soortgelijke profielen
Samenwerkingen en hoofdonderzoeksgebieden uit de afgelopen vijf jaar
Recente externe samenwerking op landen-/regioniveau. Duik in de details door op de stippen te klikken of
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BRGRD82: Joint R&D 2024: Invriezen van betrouwbare eicellen na screening met AI voor vrouwen in afwachting van kankerbehandeling
1/08/24 → 30/07/27
Project: Toegepast
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BASGO26: OZR Basisfinanciering voor Grote Onderzoeksgroepen - MADS
1/01/24 → 31/12/29
Project: Fundamenteel
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IOF3022: IOF GEAR: Artificial Intelligence Lab
Nowe, A., De Boer, B., Bogaerts, B., Beuls, K., Loeckx, J., Wiggins, G., Lenaerts, T., Vranken, W., Libin, P., Dooms, A., Barbé, K., Ginis, V., Verboven, S., Van Droogenbroeck, F., Loeckx, J., Schietgat, L., Blondeel, M., Balcaen, G. & Yadav, N.
1/01/22 → 31/12/26
Project: Toegepast
Onderzoeksoutput
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Efficient quantum algorithms to break group ring cryptosystems
Dooms, A. & Emerencia, C., feb 2025, In: Journal of Information Security and Applications. 88, blz. 1-12 12 blz., 103923.Onderzoeksoutput: Article › peer review
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Table representation learning using heterogeneous graph embedding
Tchuitcheu, W. C., Lu, T. & Dooms, A., dec 2024, In: Pattern Recognition. 156, 12 blz., 110734.Onderzoeksoutput: Article › peer review
Open Access -
A Layout-informed Retrieval Augmented Generation Framework for Document-based Chat
Tchuitcheu, W. C., Lu, T. & Dooms, A., 16 okt 2023.Onderzoeksoutput: Poster
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Shaping Post-Quantum Cryptography: The Hidden Subgroup and Shift Problems
Dooms, A., Emerencia, C. & Lemmens, A., 2023, In: IEEE BITS the Information Theory Magazine. 2, 3, blz. 49-60Onderzoeksoutput: Article › peer review
Open AccessBestand4 Downloads (Pure) -
A Perception-Inspired Intelligent Document Parsing and Comprehension Model
Tchuitcheu, W. C., Lu, T. & Dooms, A., 21 jun 2022.Onderzoeksoutput: Poster
Prijzen
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Apple ARTS Laureate (Apple Research and Technology Support)
Dooms, Ann (Recipient), 1 feb 2010
Prijs: Prize (including medals and awards)
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ICDAR2019 Competition on Recognition of Documents with Complex Layouts
Lu, Tan (Recipient) & Dooms, Ann (Recipient), 23 sep 2019
Prijs: Fellowship awarded competitively
Bestand -
Perceptual document image segmentation and comprehension
Tchuitcheu, Willy Carlos (Recipient) & Dooms, Ann (Recipient), 27 apr 2021
Prijs: Prize (including medals and awards)
Bestand -
Prijs van de Faculteit Wetenschappen
Dooms, Ann (Recipient), 7 jul 2000
Prijs: Prize (including medals and awards)
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Activiteiten
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Flemish Tier-1 SuperComputing platform : Tier-1 Collaborative Grant Project
Willy Carlos Tchuitcheu (Recipient), Tan Lu (Supervisor) & Ann Dooms (Supervisor)
10 jul 2023 → 31 mrt 2024Activiteit: Written proposal
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Zelmanov's mathematical seminar
Claudio Leandro Vendramin (Chair) & Ann Dooms (Chair)
2 jun 2023Activiteit: Participating in or organizing an event at an external academic organisation
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Secure high-speed key distribution using chaotic opto-electronic feedback systems
Fabian BöHM (Speaker), Ann Dooms (Contributor), Guy Verschaffelt (Contributor) & Guy Van Der Sande (Contributor)
15 nov 2018 → 16 nov 2018Activiteit: Talk or presentation at a conference
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Multimedia Security and Applications (Evenement)
Gabor Fodor (Presenter), Ann Dooms (Supervisor) & Beat Signer (Jury)
2018Activiteit: Member of PhD committee
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Cryptography for peer-to-peer online social media
Ruben De Smet (Speaker), Ann Dooms (Contributor), An Braeken (Contributor) & Jo Pierson (Contributor)
12 nov 2018Activiteit: Talk or presentation at a workshop/seminar
Bestand
Knipsels
Scriptie
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De eenhedengroep van een gehele groepring
Auteur: Dooms, A. & Jespers, E., 2000Begeleider: Jespers, E. (Promotor)
Scriptie/Masterproef: Master's Thesis
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Designing a reduced reference objective image quality metric under bandwidth con- straints of the side-channel
Auteur: Dooms, A. & Castanera, C., 15 sep 2014Scriptie/Masterproef: Master's Thesis
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Visualization and analysis of Doppler radar data to detect rotations in super cells
Auteur: Van Herreweghe, J., Dooms, A., Schelkens, P. & Reyniers, M., 2013Scriptie/Masterproef: Master's Thesis
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Watermarking for Digital Cinema: Feature-points and Tesselations
Auteur: Dooms, A. & Bellen, W., 30 jan 2015Scriptie/Masterproef: Master's Thesis
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Watermarking in the Encrypted Domain
Auteur: Dooms, A. & Terziev, S., 30 okt 2015Scriptie/Masterproef: Master's Thesis