Aline Sindel, M. Sc.

Chair of Computer Science 5 (Pattern Recognition)

Ph.D. Candidate

Address

Martensstraße 3
91058 Erlangen

Aline Sindel, M. Sc.

In my Ph.D. thesis, I specialize in deep learning techniques for multi-modal image registration for art and ophthalmic imaging. My research interests include machine learning, computer vision, and image processing techniques for applications in art and medical imaging.

  • Since 04/2018:
    Ph.D. Candidate at the Pattern Recognition Lab
  • 03/2021 – 12/2025:
    Research associate at the Pattern Recognition Lab
    Tutoring and part of the organization team for the lectures: "Deep Learning for Beginners" (WiSe 2021/22 until 12/2025), "Introduction to Software Engineering" (WiSe 2023/24 and SoSe 2024)
  • 06/2018 – 02/2021:
    Research associate at the Germanisches Nationalmuseum Nürnberg
  • 04/2015 – 03/2018:
    M.Sc. in Medical Engineering
    Friedrich-Alexander-Universität Erlangen-Nürnberg
    Master's Thesis: "Learning-based Image Super-Resolution for 3-D Magnetic Resonance Imaging"
    2nd Price of ILW-Award 2019 for Master's Thesis
  • 09/2016 – 02/2017:
    Semester Abroad in Spain
    Universitat Politècnica de Catalunya, Barcelona, Spain
    Research Internship: Visual comparison of registration results of MRI data of the colon
  • 04/2015 – 08/2016:
    Working student at Siemens Healthcare/Healthineers, Forchheim
  • 12/2014 – 02/2015:
    Internship at Siemens Healthcare, Forchheim
  • 10/2011 – 03/2015:
    B.Sc. in Medical Engineering
    Friedrich-Alexander-Universität Erlangen-Nürnberg
    Bachelor's Thesis: "Respiratory Motion Compensated C-arm CT Reconstruction for Liver Perfusion Imaging"

2025

Aline Sindel & Mathias Zinnen
"Computer Vision for Art Analysis"
At 50 Years of Pattern Recognition Symposium, October 2, 2025, Erlangen, Germany

2023

Aline Sindel
"A Vesselsegmentation-based CycleGAN for Unpaired Multi-modal Retinal Image Synthesis"
At Bildverarbeitung für die Medizin Workshop (BVM) 2023, July 3, 2023, Braunschweig, Germany

2022

Aline Sindel
"ArtFacePoints: High-resolution Facial Landmark Detection in Paintings and Prints"
At Vision for Art (VISART) Workshop at the European Conference on Computer Vision (ECCV) 2022, October 23, 2022, Tel Aviv, Israel
And Session Chair of "Datasets" at VISART Workshop at the ECCV 2022, October 23, 2022, Tel Aviv, Israel

Aline Sindel
"Multi-modal Retinal Image Registration Using a Keypoint-Based Vessel Structure Aligning Network"
At Medical Image Computing and Computer Assisted Intervention – MICCAI 2022, September 20, 2022, Singapore, Poster Presentation
And Invited Talk at MICCAI 2022 Learn2Reg Workshop, at Medical Image Computing and Computer Assisted Intervention – MICCAI 2022, September 18, 2022, Singapore

Aline Sindel
"A Multi-modal Registration and Visualization Software Tool for Artworks using CraquelureNet"
At Pattern Recognition for Cultural Heritage (PatReCH) Workshop 2022 of ICPR 2022, August 21, 2022, online, Poster Presentation

Aline Sindel
"A Keypoint Detection and Description Network Based on the Vessel Structure for Multi-Modal Retinal Image Registration"
At Bildverarbeitung für die Medizin Workshop (BVM) 2022, June 27, 2022, Heidelberg, Germany

2021

Aline Sindel
"CraquelureNet: Matching the Crack Structure in Historical Paintings for Multi-Modal Image Registration"
At International Conference on Image Processing (ICIP) 2021, September 26, 2021, online, Poster Presentation and Talk

Aline Sindel
"Luther's Image: Salient Contour Detection in Artworks"
At 67th Annual Meeting of the Renaissance Society of America (RSA) 2021, April 22, 2021, online

2020

Aline Sindel
"Art2Contour: Salient Contour Detection in Artworks Using Generative Adversarial Networks"
At International Conference on Image Processing (ICIP) 2020, October 26, 2020, online

Aline Sindel
"A Visualization Tool for Image Fusion of Artworks"
At International Conference on Cultural Heritage and New Technologies (CHNT) 2020, November 6, 2020, online

2019

Aline Sindel
"Learning-based Image Super-Resolution for 3-D Magnetic Resonance Imaging"
At German Conference on Bioinformatics (GCB) 2019, September 19, 2019, Heidelberg, Germany

2018

Aline Sindel
"Learning from a Handful Volumes: MRI Resolution Enhancement with Volumetric Super-Resolution Forests"
At International Conference on Image Processing (ICIP) 2018, October 8, 2018, Athens, Greece, Poster Presentation

2015

Aline Sindel
"Respiratory Motion Compensation for C-arm CT Liver Imaging"
Bildverarbeitung für die Medizin (BVM Workshop) 2015, March 16, 2015, Lübeck, Germany, Poster Presentation

No projects found.

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Completed Theses & Projects

Title Type Student Period Status
Style Transfer of High-resolution Photos to Artworks MA thesis Jakob Spahn Dec 2023 – Jun 2024 finished
Novel View Synthesis for Augmentation of Fine-Grained Image Datasets MA thesis Aiswarya Uttla Jul 2022 – Jan 2023 finished