Projects per year
Personal profile
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
Education/Academic qualification
Mathematics, PhD, Vrije Universiteit Brussel
Award Date: 23 Mar 2004
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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BRGRD82: Joint R&D 2024: Freezing of Reliable Oocytes after Screening with AI for women awaiting Cancer Treatment
1/08/24 → 30/07/27
Project: Applied
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BASGO26: OZR Basisfinanciering voor Grote Onderzoeksgroepen - MADS
1/01/24 → 31/12/29
Project: Fundamental
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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: Applied
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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, p. 1-12 12 p., 103923.Research output: Contribution to journal › Article › peer-review
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Computer implemented method for segmenting a binarized document
Dooms, A. & Lu, T., 2024, Patent No. US12100233BResearch output: Patent
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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 p., 110734.Research output: Contribution to journal › Article › peer-review
Open AccessFile5 Citations (Scopus)10 Downloads (Pure) -
A Layout-informed Retrieval Augmented Generation Framework for Document-based Chat
Tchuitcheu, W. C., Lu, T. & Dooms, A., 16 Oct 2023.Research output: Unpublished contribution to conference › 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, p. 49-60Research output: Contribution to journal › Article › peer-review
Open AccessFile74 Downloads (Pure)
Prizes
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Apple ARTS Laureate (Apple Research and Technology Support)
Dooms, Ann (Recipient), 1 Feb 2010
Prize: 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 Sept 2019
Prize: Fellowship awarded competitively
File -
Perceptual document image segmentation and comprehension
Tchuitcheu, Willy Carlos (Recipient) & Dooms, Ann (Recipient), 27 Apr 2021
Prize: Prize (including medals and awards)
File -
Prijs van de Faculteit Wetenschappen
Dooms, Ann (Recipient), 7 Jul 2000
Prize: Prize (including medals and awards)
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Activities
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Zelmanov's mathematical seminar
Claudio Leandro Vendramin (Chair) & Ann Dooms (Chair)
2 Jun 2023Activity: Participating in or organising an event › Participating in or organizing an event at an external academic organisation
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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 Mar 2024Activity: Other › Written proposal
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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 2018Activity: Talk or presentation › Talk or presentation at a workshop/seminar
File -
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 2018Activity: Talk or presentation › Talk or presentation at a conference
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Multimedia Security and Applications (Event)
Gabor Fodor (Presenter), Ann Dooms (Supervisor) & Beat Signer (Jury)
2018Activity: Membership › Member of PhD committee
Press/Media
Thesis
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De eenhedengroep van een gehele groepring
Author: Dooms, A. & Jespers, E., 2000Supervisor: Jespers, E. (Promotor)
Student thesis: Master's Thesis
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Designing a reduced reference objective image quality metric under bandwidth con- straints of the side-channel
Author: Dooms, A. & Castanera, C., 15 Sept 2014Student thesis: Master's Thesis
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Visualization and analysis of Doppler radar data to detect rotations in super cells
Author: Van Herreweghe, J., Dooms, A., Schelkens, P. & Reyniers, M., 2013Student thesis: Master's Thesis
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Watermarking for Digital Cinema: Feature-points and Tesselations
Author: Dooms, A. & Bellen, W., 30 Jan 2015Student thesis: Master's Thesis
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Watermarking in the Encrypted Domain
Author: Dooms, A. & Terziev, S., 30 Oct 2015Student thesis: Master's Thesis