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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IOFPOC59: Advanced Text Harvesting based on Semantic-Enriched Analysis - ATHENA
15/07/23 → 14/09/24
Project: Applied
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BRGSOIB6: 2022 SPIN OFF: METIS: Mining and Extraction of Text based on Intelligent Segmentation
Dooms, A., Lu, T. & Verrier, D.
1/10/22 → 30/09/24
Project: Applied
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VLOV163: Increased Contextualisation of Humanist Intangible Cultural Heritage
1/01/22 → 31/12/23
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.
1/01/22 → 31/12/26
Project: Applied
Research output
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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.Research output: Contribution to journal › Article › peer-review
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A Perception-Inspired Intelligent Document Parsing and Comprehension Model
Tchuitcheu, W. C., Lu, T. & Dooms, A., 21 Jun 2022.Research output: Unpublished contribution to conference › Poster
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Document Image Understanding: Computational Image Processing in the Cultural Heritage Sector
Lu, T. & Dooms, A., 17 Aug 2022, In: IEEE BITS the Information Theory Magazine. p. 1-13 13 p.Research output: Contribution to journal › Article › peer-review
Open Access -
A Fusion Algorithm for Solving the Hidden Shift Problem in Finite Abelian Groups
Castryck, W., Dooms, A., Emerencia, C. & Lemmens, A., 2021, POST-QUANTUM CRYPTOGRAPHY, PQCRYPTO 2021. Springer, Vol. 12841. p. 133-153 (Lecture Notes in Computer Science).Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
2 Citations (Scopus) -
Bayesian Damage Recognition in Document Images Based on a Joint Global and Local Homogeneity Model
Lu, T. & Dooms, A., Oct 2021, In: Pattern Recognition. 118, 108034.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus)
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 Sep 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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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 -
Multimedia Security and Applications (Event)
Gabor Fodor (Presenter), Ann Dooms (Supervisor) & Beat Signer (Jury)
2018Activity: Membership › Member of PhD committee
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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 2018Activity: Talk or presentation › Talk or presentation at a conference
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WeBBT 2012
Ann Dooms (Participant)
20 Mar 2012Activity: Participating in or organising an event › Participation in workshop, seminar
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 Sep 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