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
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Network
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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OZR3812: Bonus Social Valorisation - award 8 (2020-2021): A.Dooms
1/10/21 → 30/09/23
Project: Fundamental
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ANI239: Francqui Chair VUB 2019-2020: appointed to Gitta Kutyniok (Technische Universiteit Berlijn)
1/11/19 → 31/10/21
Project: Fundamental
Research output
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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
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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
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Perceptual document image segmentation and comprehension
Tchuitcheu, W. C., Lu, T. & Dooms, A., 27 Apr 2021, (Unpublished).Research output: Unpublished contribution to conference › Poster
File4 Downloads (Pure) -
Probabilistic Homogeneity for Document Image Segmentation
Lu, T. & Dooms, A., Jan 2021, In : Pattern Recognition. 109, p. 1-14 14 p., 107591.Research output: Contribution to journal › Article
Open AccessFile3 Citations (Scopus)91 Downloads (Pure) -
A Deep Transfer Learning Approach to Document Image Quality Assessment
Lu, T. & Dooms, A., 3 Feb 2020, 2019 International Conference on Document Analysis and Recognition (ICDAR). September-2019 ed. Sydney, Australia: IEEE, Vol. September-2019. p. 1372-1377 6 p. 19318631. (Proceedings of 2019 International Conference on Document Analysis and Recognition (ICDAR); vol. September-2019, no. September-2019).Research output: Chapter in Book/Report/Conference proceeding › Conference paper
Prizes
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Apple ARTS Laureate (Apple Research and Technology Support)
Ann Dooms (Recipient), 1 Feb 2010
Prize: Prize (including medals and awards)
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ICDAR2019 Competition on Recognition of Documents with Complex Layouts
Tan Lu (Recipient) & Ann Dooms (Recipient), 23 Sep 2019
Prize: Fellowship awarded competitively
File -
Perceptual document image segmentation and comprehension
Willy Carlos Tchuitcheu (Recipient) & Ann Dooms (Recipient), 27 Apr 2021
Prize: Prize (including medals and awards)
File -
Prijs van de Faculteit Wetenschappen
Ann Dooms (Recipient), 7 Jul 2000
Prize: Prize (including medals and awards)
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Activities
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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
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The danger of software patents
Ann Dooms (Member)22 Feb 2011Activity: Other › Types of External academic engagement - Hosting an academic visitor
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Stitching and registration of visible and infrared images of the full-size panels of the Lam Gods Altar Piece.
Ann Dooms (Member)1 Jan 2011 → 31 Dec 2011Activity: Consultancy
Press / Media
Thesis
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A Customized Machine Learning Framework for Objective Visual Quality Assessment
Author: Barri, A., Dooms, A. & Schelkens, P., 30 Nov 2015Supervisor: Dooms, A. (Promotor) & Schelkens, P. (Jury)
Student thesis: Doctoral Thesis
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Automated Crack Detection based on Morphological Segmentation of X-radiographic Imagery: A Study of The Ghent Altarpiece
Author: Lewis, G., Dooms, A. & Cornelis, B., Aug 2013Supervisor: Dooms, A. (Promotor) & Cornelis, B. (Advisor)
Student thesis: Master's Thesis
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Blame Prediction: Early detection of type errors in dynamically typed programming languages
Author: Harnie, D., 11 Sep 2015Supervisor: De Meuter, W. (Promotor), Scholliers, C. (Co-promotor), De Roover, C. (Jury), Nowe, A. (Jury), Dooms, A. (Jury), Jonckers, V. (Jury), Schrijvers, T. (External person) (Jury) & Noye, J. (External person) (Jury)
Student thesis: Doctoral 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