Description

Leader of the group Computational Imaging: Tristan van Leeuwen.

 

Our research group is developing the next generation of 3D imaging – enabling scientists to look further into objects of all kinds. Based on mathematics, algorithms and numerical solution techniques, our approach is interdisciplinary, combining aspects of mathematics, computer science and physics. We pride ourselves on the versatility of our solutions, and our algorithms can be applied to a wide range of imaging in science, medicine and industry. In Computational Imaging, it’s our goal to constantly push the boundaries of research. By combining advanced image acquisition, parameter estimation, and discrete tomography algorithms for example, we are able to develop workflows for 3D electron microscopy at atomic resolution.

More information on the Computational Imaging group at CWI.

 

 

Vacancies

No vacancies currently.

News

Current events

SECOND ANNUAL MEETING FOR THE DUTCH INVERSE PROBLEMS COMMUNITY

  • 2022-11-10T09:30:00+01:00
  • 2022-11-11T18:00:00+01:00
November 10 Thursday

Start: 2022-11-10 09:30:00+01:00 End: 2022-11-11 18:00:00+01:00

Conference center de Werelt, Lunteren

The second annual meeting of the Dutch Inverse Problems Community will take place on 10-11 November 2022 in conference center de Werelt, Lunteren. A summary of last year’s event can be read here.

 

Registration

Registration will open soon. We are currently acquiring additional funding to keep registration fees as low as possible. We expect to be able to offer 2-day attendance for EUR 150 – 200 (including lunch, diner, and hotel), and 1-day attendance for EUR 25 – 50 (including lunch).

 

Preliminary program

Thursday November 10

Masterclasses on High Performance Computing and Inverse Problems (preliminary abstracts are included below). The masterclasses will take in place in parallel and aim to give an in-depth overview and hands-on experience on the topic.

 

Friday November 11

Scientific talks, highlighting recent developments in Inverse Problems from a mathematical and practical point of view. The talks are by invitation, and selected to give a balanced perspective on theory and applications of inverse problems from both junior and senior researchers.

 

 

1st workshop on AI and Mathematics - connecting the mathematics clusters

  • 2022-06-09T09:00:00+02:00
  • 2022-06-10T17:00:00+02:00
June 9 Thursday

Start: 2022-06-09 09:00:00+02:00 End: 2022-06-10 17:00:00+02:00

Amsterdam Science Park Congress Centre (Turing Room)

The first AIM workshop is organised by the Dutch Mathematics Clusters and its goal is to highlight the role of mathematics as a key enabling technology within the emerging field of scientific machine learning, and bring together researchers across mathematics.

Artificial Intelligence (AI) will have a growing impact on all sciences and business sectors, our private lives, and society as a whole. It is pre-eminently a multidisciplinary technology that connects scientists from a wide variety of research areas, from behavioural science and ethics to mathematics and computer science. Without downplaying the importance of its interdisciplinary nature, it is apparent that mathematics can and should play an active role. As Robert Dijkgraaf observed in NRC in May 2019: ''Artificial intelligence is in its adolescent phase, characterised by trial and error, self-aggrandisement, credulity and lack of systematic understanding''. Mathematics can contribute to this much-needed systematic understanding of AI and at the same time lay the ground work for further improvements.

In the two-day program we showcase recent research on the interface between mathematics and AI. There will be plenty of time for informal discussions, as well as strategic sessions.

Registration
The workshop is free of charge after registration, please register here.

If you have any questions, please contact us at: aim@nwo.nl

Accommodation
Hotel reservation can be booked directly at Hotel Casa for a corporate rate of 119 euro including breakfast. Please use the promotion code AI&Mathematics.

Preliminary program

Thursday 9 June

09:00 - 10:30        Session DIAMANT
10:30 - 10:45        Coffee break
10:45 - 12:15        Session STAR
12:15 - 13:30        Lunch break
13:30 - 15:00        Session GQT
15:30 - 17:00        Session NDNS+
17:00 - 18:30        Poster session + drinks
18:30 - 21:00        Workshop dinner

Friday 10 June
09:00 - 10:00        Session DIAMANT
10:00 - 10:15        Coffee break
10:15 - 11:15        Session STAR
11:15 - 12:15        Session GQT
12:15 - 13:30        Lunch break
13:30 - 14:30        Session NDNS+
14:30 - 17:00        Strategic session
17:00 - 18:00        Farewell drinks

Organizing team

  • Christoph Brune (University of Twente), chair
  • Leo van Iersel (TU Delft, co-chair), Mathias Staudigl (UM) and Steven Kelk (UM), representatives of DIAMANT
  • Wil Schilders (TU/e) and Tristan van Leeuwen (CWI), representatives NDNS+
  • Evgeny Verbitskiy, representative STAR
  • Bram Mesland, representative GQT
  • Olivia Muthsan (NWO)

FleXRay Lab 5 years anniversary (Semester Programme)

  • 2022-05-19T13:30:00+02:00
  • 2022-05-19T18:00:00+02:00
May 19 Thursday

Start: 2022-05-19 13:30:00+02:00 End: 2022-05-19 18:00:00+02:00

CWI, Turing room

Link to the livestream: https://www.youtube.com/watch?v=sc-kcbqwkWQ

In 2017, CWI and partners founded the FleX-ray Lab - a custom-made, fully-automated X-ray CT scanner linked to large-scale computing hardware. At the FleX-ray Lab mathematics and computer science meet, combining novel algorithms and a state-of-the-art X-ray scanner. The Computational Imaging group uses this unique facility to develop advanced computational techniques for 3D imaging in collaboration with partners from health care, science, industry and cultural heritage.

In this symposium, we will look back at some of the scientific highlights of the past years, and outline future plans. In addition, speakers from different scientific areas will illustrate how they use X-ray CT to answer research questions and what specific imaging challenges arise from their applications.

The preliminary program:
13:30 - 13:40 Welcome by CWI’s Director Ton de Kok
13:40 - 14:30 Presentation by Tristan van Leeuwen, Felix Lucka & Martin Fransen on “The FleX-ray Lab – Past, Present and Future
14:30 - 15:00 break
15:00 - 17:00 Scientific talks with:
* Willem Renema (Naturalis)
* Marta Domínguez Delmás (UvA)
* Matthieu Boone (Ugent)
* Irene Hernández-Girón (LUMC)
17:00 - 18:00 Drinks
For more information about the speakers and their presentations, please click here.

The symposium is freely accessible after registration. We are organizing a hybrid event: onsite in the Amsterdam Science Park Congress Centre and via a live video stream. Please also register when you want to join via the live stream - we will then be able to send you the link on the day of the event. For inquiries and further details about this symposium, please contact event coordinator Daniëlle Kollerie (D.C.Kollerie@cwi.nl).

CWI's Computational Imaging group organises a series of events about 'Data Driven Inverse Problem' in the context of a Semester Programme. The full programme can be found here.

 

 

 

Members

Associated Members

Publications

Software

Current projects with external funding

  • Mathematics and Algorithms for 3D Imaging of Dynamic Processes ()
  • Non-destructive 3D spectral imaging: applications in the poultry industry ()
  • Cambridge RG99590 AIO cancer imaging optimisation (Cancer Imaging Optimisation)
  • the Center for Optimal, Real-Time Machine Studies of the Explosive Universe (CORTEX)
  • CT for Art: from Images to Patterns (IMPACT4Art)
  • MUltiscale, Multimodal and Multidimensional imaging for EngineeRING (MUMMERING)
  • IntACT: Visualisation of Interior of Art objects through CT scans (NICAS grant)
  • Translation-Driven Development of Deep Learning for Simultaneous Tomographic Image Reconstruction and Segmentation (None)
  • Deep learning and compressed sensing for ultrasonic nondestructive testin (PPS Applus RTD)
  • Team Science Award
  • Universal Three-dimensiOnal Passport for process Individualization in Agriculture (UTOPIA)
  • Mathematics and Algorithms for 3D Imaging of Dynamic Processes / OIO positie Graas (Wiskundeclusters)
  • Enabling X-ray CT based Industry 4.0 process chains by training Next Generation research experts (xCTing)

Related partners

  • ABN AMRO Bank
  • Fraunhofer Gesellschaft
  • IBM
  • Katholieke Universiteit Nijmegen
  • Naturalis
  • Netherlands eScience Center
  • NIKHEF
  • Rijksmuseum Amsterdam
  • Universiteit Wageningen
  • University of Cambridge
  • Nederland Instituut voor Radio Astronomie
  • GREEFA
  • Katholieke Universiteit Leuven
  • Rheinisch-Westfaelische Technische Hochschule Aachen
  • SURFsara B.V.
  • Universiteit Utrecht
  • Universiteit van Amsterdam