Institute of Mathematics and Image Computing

Research output

Research Output per year 1993 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023

• 2016 Citations
• 111 Journal articles
• 87 Conference contribution
• 23 Conference Papers
• 14 Chapter
• 30 More
  • 8 Doctoral Theses
  • 4 Books
  • 3 Scientific review articles
  • 3 Master Theses
  • 2 Conference proceedings
  • 2 Poster
  • 2 Comments/Debates
  • 2 Other
  • 1 Editorial
  • 1 Letters
  • 1 Short survey
  • 1 Preprint

Research Output per year

Research Output per year

Search results

• 2023

  EmNeF: Neural Fields for Embedded Variational Problems in Imaging

  Bednarski, D. & Lellmann, J., 10.05.2023, Scale Space and Variational Methods in Computer Vision: 9th International Conference, SSVM 2023, Santa Margherita di Pula, Italy, May 21-25, 2023, Proceedings. Springer, Cham, p. 137 - 148 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14009 LNCS).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review
• 2022

  A Flexible Meta-Learning Model for Image Registration

  Kanter, F. & Lellmann, J., 2022, Medical Imaging with Deep Learning.

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Meta-Learning 100%
  • Architecture 40%
  • Algorithm 20%
  • Registration Method 20%
  • Initialization Step 20%

• An Iterative Quantum Approach for Transformation Estimation from Point Sets

  Kuete Meli, N., Mannel, F. & Lellmann, J., 2022, Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). p. 529-537

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Estimation 100%
  • Transformation 100%
  • Dataset 50%
  • High Precision 50%
  • Quantum Computation 50%

• Fraunhofer MEVIS Image Registration Solutions for the Learn2Reg 2021 Challenge

  Hering, A., Lange, A., Heldmann, S., Häger, S. & Kuckertz, S., 2022, Lecture Notes in Computer Science. Vol. LNIP, volume 13166.

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review
• 2021

  Abstract: 3D Guidance Including Shape Sensing of a Stentgraft System

  Jäckle, S., García-Vázquez, V., Eixmann, T., Matysiak, F., Freiherr von Haxthausen, F. A., Sieren, M., Schulz-Hildebrandt, H., Hüttmann, G., Ernst, F., Kleemann, M. & Pätz, T., 27.02.2021, Bildverarbeitung für die Medizin. Palm, C., M. Deserno, T., Handels, H., Maier, A., Maier-Hein, K. & Tolxdorff, T. (eds.). Springer Vieweg, Wiesbaden, p. 34-34 1 p. (Informatik aktuell).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Detection 100%
  • Guidance Approach 100%
  • Tracking System 100%
  • Contrast Medium 100%
  • Medical Instrument 100%

• Inverse Scale Space Iterations for Non-convex Variational Problems Using Functional Lifting.

  Bednarski, D. & Lellmann, J., 2021, Scale Space and Variational Methods in Computer Vision. p. 229-241

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Term 100%
  • Nonlinear 100%
  • Nonconvex Case 100%
  • Subgradient 100%

• Variable fraunhofer MEVIS RegLib comprehensively applied to Learn2Reg challenge

  Häger, S., Heldmann, S., Hering, A., Kuckertz, S. & Lange, A., 13.03.2021, International Conference on Medical Image Computing and Computer-Assisted Intervention: MICCAI 2020: Segmentation, Classification and Registration of Multi-modality Medical Imaging Data.

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Measure 100%
  • Variables 100%
  • U-Net 100%

• Variable fraunhofer MEVIS RegLib comprehensively applied to Learn2Reg challenge

  Häger, S., Heldmann, S., Hering, A., Kuckertz, S. & Lange, A., 13.03.2021, Lecture Notes in Computer Science. Vol. LNIP, volume 12587.

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Measure 100%
  • Variables 100%
  • U-Net 100%
• 2020

  3D catheter guidance including shape sensing for endovascular navigation

  Jäckle, S., García-Vázquez, V., Freiherr von Haxthausen, F. A., Eixmann, T., Sieren, M. M., Schulz-Hildebrandt, H., Hüttmann, G., Ernst, F., Kleemann, M. & Pätz, T., 16.03.2020, Medical Imaging 2020: Image-Guided Procedures, Robotic Interventions, and Modeling. Fei, B. & Linte, C. A. (eds.). SPIE, Vol. 11315. p. 3 9 p. 1131504. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11315).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Sensor 100%
  • Catheter 100%
  • Detection 100%
  • Experiment 100%
  • Calibration 50%

• Abstract: 3D Catheter Guidance Including Shape Sensing for Endovascular Navigation

  Jäckle, S., García-Vázquez, V., Freiherr von Haxthausen, F. A., Eixmann, T., Sieren, M. M., Schulz-Hildebrandt, H., Hüttmann, G., Ernst, F., Kleemann, M. & Pätz, T., 12.02.2020, Bildverarbeitung für die Medizin 2020. Tolxdorff, T., M. Deserno, T., Handels, H., Maier, A., Maier-Hein, K. H. & Palm, C. (eds.). Wiesbaden: Springer Fachmedien Wiesbaden, p. 261 - 261 1 p. (Informatik aktuell ).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Catheter 100%
  • Fluoroscopy 100%
  • Angiography 50%
  • Contrast Medium 33%
  • Medical Instrument 33%

• Abstract: Deep Learning Based CT-CBCT Image Registration for Adaptive Radio Therapy

  Kuckertz, S., Papenberg, N., Honegger, J., Morgas, T., Haas, B. & Heldmann, S., 12.02.2020, Bildverarbeitung für die Medizin 2020 . Tolxdorff, T., M. Deserno, T., Handels, H., Maier, A., H. Maier-Hein, K. & Palm, C. (eds.). Springer Vieweg, Wiesbaden, p. 229-229 1 p. (Informatik aktuell ).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Deep Learning Method 100%

• Abstract: Fiber Optical Shape Sensing of Flexible Instruments

  Jäckle, S., Eixmann, T., Schulz-Hildebrandt, H., Hüttmann, G. & Pätz, T., 12.02.2020, Bildverarbeitung für die Medizin 2020 . Tolxdorff, T., M. Deserno, T., Handels, H., Maier, A., H. Maier-Hein, K. & Palm, C. (eds.). Springer Vieweg, Wiesbaden, p. 314-314 1 p. (Informatik aktuell).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Fiber Optics 100%
  • Invasive Procedure 50%
  • Sense 50%
  • Digital Subtraction Angiography 50%
  • Fluoroscopy 50%

• Accelerating the Registration of Image Sequences by Spatio-Temporal Multilevel Strategies

  Aggrawal, H. O. & Modersitzki, J., 04.2020, 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI). IEEE, p. 683-686 4 p. 9098520. (Proceedings - International Symposium on Biomedical Imaging).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Dataset 100%
  • Algorithm 100%
  • Integral Part 100%
  • Step Prediction 100%
  • Algorithms 100%

• An image registration framework for discontinuous mappings along cracks

  Aggrawal, H. O., Andersen, M. S. & Modersitzki, J., 09.06.2020, WBIR 2020: Biomedical Image Registration . Špiclin, Ž., McClelland, J., Kybic, J. & Goksel, O. (eds.). Springer, Cham, Vol. 12120 LNCS. p. 163-173 11 p. (Lecture Notes in Computer Science; vol. 12120 LNCS).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Joints (Structural Components) 20%

• Deep learning based CT-CBCT image registration for adaptive radio therapy

  Kuckertz, S., Papenberg, N., Honegger, J., Morgas, T., Haas, B. & Heldmann, S., 10.03.2020, Medical Imaging 2020: Image Processing. Išgum, I. & A. Landman, B. (eds.). SPIE, Vol. 11313. 6 p. 2549531. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11313).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Segmentation 100%
  • Deformation 71%
  • Algorithms 25%
  • Artifact 25%
  • Convolutional Neural Network 25%

• Intensity-based 2D-3D registration using normalized gradient fields

  Lange, A. & Heldmann, S., 12.02.2020, Bildverarbeitung für die Medizin 2020 . Tolxdorff, T., M. Deserno, T., Handels, H., Maier, A., H. Maier-Hein, K. & Palm, C. (eds.). Springer Vieweg, Wiesbaden, p. 163-168 6 p. (Informatik aktuell).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Clinical Data 100%

• Learning deformable image registration with structure guidance constraints for adaptive radiotherapy

  Kuckertz, S., Papenberg, N., Honegger, J., Morgas, T., Haas, B. & Heldmann, S., 09.06.2020, WBIR 2020: Biomedical Image Registration . Špiclin, Ž., McClelland, J., Kybic, J. & Goksel, O. (eds.). Springer, Cham, Vol. 12120 LNCS. p. 44-53 10 p. (Lecture Notes in Computer Science; vol. 12120 LNCS).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Training 50%

• Multilevel 2d-3d intensity-based image registration

  Lange, A. & Heldmann, S., 09.06.2020, WBIR 2020: Biomedical Image Registration. Špiclin, Ž., McClelland, J., Kybic, J. & Goksel, O. (eds.). Springer, Cham, Vol. 12120 LNCS. p. 57-66 10 p. (Lecture Notes in Computer Science; vol. 12120 LNCS).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Computer 100%
  • Speed-up 100%
  • Measure 50%
  • Selection 50%
  • State-of-the-Art Method 25%

• Virtual Staining for Mitosis Detection in Breast Histopathology

  Mercan, C., Mooij, G. C. A. M., Tellez, D., Lotz, J., Weiss, N., Van Gerven, M. & Ciompi, F., 04.2020, 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI). IEEE, p. 1770-1774 5 p. 9098409. (Proceedings - International Symposium on Biomedical Imaging).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Convolutional Neural Network 100%
  • Annotation 50%
  • Diagnosis 50%
  • Generative Adversarial Networks 50%
• 2019

  Enhancing Label-Driven Deep Deformable Image Registration with Local Distance Metrics for State-of-the-Art Cardiac Motion Tracking

  Hering, A., Kuckertz, S., Heldmann, S. & Heinrich, M. P., 2019, Bildverarbeitung für die Medizin 2019. Springer Verlag, p. 309-314 6 p. (Informatik aktuell).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Convolutional Neural Network 50%
  • Driven Approach 50%

• Fully-Deformable 3D Image Registration in Two Seconds

  Budelmann, D., König, L., Papenberg, N. & Lellmann, J., 07.02.2019, Bildverarbeitung für die Medizin 2019. Springer Berlin Heidelberg, p. 302-307 6 p. (Informatik aktuell).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Graphics Processing Unit 100%

• Functional Liftings of Vectorial Variational Problems with Laplacian Regularization

  Vogt, T. & Lellmann, J., 05.06.2019, Scale Space and Variational Methods in Computer Vision: 7th International Conference, SSVM 2019. 11603 ed. Springer International Publishing, Vol. LNCS. p. 559-571 13 p.

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Function Space 50%
  • Image Processing 25%

• mlVIRNET: Multilevel Variational Image Registration Network

  Hering, A., van Ginneken, B. & Heldmann, S., 10.10.2019, MICCAI 2019: Medical Image Computing and Computer Assisted Intervention – MICCAI 2019. Shen, D., Liu, T., M. Peters, T., H. Staib, L., Essert, C., Zhou, S., Yap, P.-T. & Khan, A. (eds.). Springer, Cham, Vol. 11769 LNCS. p. 257-265 9 p. (Lecture Notes in Computer Science; vol. 11769 LNCS).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Deep Learning Method 100%
  • Network Registration 100%
  • Small Deformation 100%
  • Algorithm 33%
  • Registration Method 33%

• Unsupervised learning for large motion thoracic CT follow-up registration

  Hering, A. & Heldmann, S., 15.03.2019, Medical Imaging 2019: Image Processing. D. Angelini , E. & A. Landman, B. (eds.). SPIE, Vol. 10949. 7 p. 109491B. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10949).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Context 50%
  • Optimization Problem 50%
  • Experiment 14%
  • Optimisation Problem 14%
  • Gradient Field 14%

• Variational registration of multiple images with the SVD based SqN distance measure

  Brehmer, K., Aggrawal, H. O., Heldmann, S. & Modersitzki, J., 05.06.2019, SSVM 2019: Scale Space and Variational Methods in Computer Vision. Lellmann, J., Burger, M. & Modersitzki, J. (eds.). Springer, Cham, Vol. 11603 LNCS. p. 251-262 12 p. (Lecture Notes in Computer Science; vol. 11603 LNCS).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Attention 100%
  • Assumption 100%
  • Image Similarity 33%
  • Image Processing 33%
• 2018

  A Novel Similarity Measure for Image Sequences

  Brehmer, K., Wacker, B. & Modersitzki, J., 24.05.2018, Biomedical Image Registration. Klein, S., Staring, M., Durrleman, S. & Sommer, S. (eds.). Cham: Springer International Publishing, Vol. 10883. p. 47-56 10 p. (Lecture Notes in Computer Science; vol. 10883).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Measure 33%
  • Image Similarity 25%
  • Image Processing 25%

• Functional Lifting for Variational Problems with Higher-Order Regularization

  Loewenhauser, B. & Lellmann, J., 2018, International Conference on Imaging, Vision and Learning based on Optimization and PDEs. Springer Berlin Heidelberg, p. 101-120

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Regularization 100%
  • Image Processing 100%

• Rigid lens – Locally rigid approximations of deformable registration for change assessment in Thorax-Abdomen CT follow-up scans

  Jäckle, S. & Heldmann, S., 2018, Lecture Notes in Computer Science. Springer Verlag, Vol. 11040. p. 272-283

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Approximation (Algorithm) 100%
  • Detection 33%
  • Context 33%
  • Computing 33%

• Simultaneous Registration of Image Sequences – a novel singular value based images similarity measure

  Brehmer, K., Wacker, B. & Modersitzki, J., 2018, Proceedings in Applied Mathematics and Mechanics - 89th GAMM Annual Meeting. 1 ed. WILEY-VCH, Vol. 18. e201800370

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Image Similarity 100%
  • Measure 66%
  • Image Processing 33%
• 2017

  An Optimal Transport-Based Restoration Method for Q-Ball Imaging

  Vogt, T. & Lellmann, J., 18.05.2017, Scale Space and Variational Methods in Computer Vision. Lauze, F., Dong, Y. & Dahl, A. B. (eds.). Springer International Publishing, Vol. 10302. p. 271-282 12 p. (Lecture Notes in Computer Science; vol. 10302).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Term 33%
  • Edge 33%

• Detection and localization of landmarks in the lower extremities using an automatically learned conditional random field

  Mader, A. O., Lorenz, C., Bergtholdt, M., von Berg, J., Schramm, H., Modersitzki, J. & Meyer, C., 2017, Lecture Notes in Computer Science. Springer Verlag, p. 64-75

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Detection 100%
  • Random Decision Forest 25%
  • Algorithms 12%
  • Segmentation 12%
• 2016

  Memory Efficient LDDMM for Lung CT

  Polzin, T., Niethammer, M., Heinrich, M. P., Handels, H. & Modersitzki, J., 02.10.2016, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 - 19th International Conference, Proceedings. Joskowicz, L., Sabuncu, M. R., Wells, W., Unal, G. & Ourselin, S. (eds.). Springer International Publishing, p. 28-36 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9902 LNCS).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Transformation 100%
  • Mapping Scheme 100%
  15 Citations (Scopus)

• Sublabel-Accurate Convex Relaxation of Vectorial Multilabel Energies

  Laude, E., Möllenhoff, T., Moeller, M., Lellmann, J. & Cremers, D., 17.09.2016, Computer Vision – ECCV 2016. Leibe, B., Matas, J., Sebe, N. & Welling, M. (eds.). Springer International Publishing, Vol. 9905. p. 614-627 14 p. (Lecture Notes in Computer Science; vol. 9905).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Solution and Solubility 100%
  • Relaxation 100%
  • Memory 50%
  • Health Care Cost 33%
  • Approximation (Algorithm) 33%

• Sublabel–Accurate Relaxation of Nonconvex Energies

  Móllenhoff, T., Laude, E., Moeller, M., Lellmann, J. & Cremers, D., 01.06.2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR). IEEE, p. 3948-3956 9 p. ( Conference on Computer Vision and Pattern Recognition (CVPR)).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Approximation (Algorithm) 100%
  • Approximation 100%
  • Graphics Processing Unit 50%
  • Computer Vision 50%
  • Contrast 50%

• Variational Method for Motion Corrected Reconstruction with MRI Information in Positron Emission tomography

  Mannweiler, D., Suhr, S., Modersitzki, J. & Burger, M., 03.10.2016, 2015 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2015. IEEE, 7582045. (IEEE Proceedings).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Motion Estimation 100%
  • Scanner 25%
  • Artifact 25%
  • Noise-to-Signal Ratio 25%
  • Bayesian Model 25%
• 2015

  Accurate CT-MR image registration for deep brain stimulation: a multi-observer evaluation study

  Rühaak, J., Derksen, A., Heldmann, S., Hallmann, M. & Meine, H., 20.03.2015, SPIE Medical Imaging 2015: Image Processing. Orlando, Florida, USA: IEEE, Vol. 9413. p. 9413 - 9413 - 7 7 p. (Proceedings of SPIE; vol. 9413).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Dataset 100%
  • Deep Brain Stimulation 100%
  • Processing 100%
  • Subthalamic Nucleus 60%
  • Image Processing 50%

• A fast alignment method for breast MRI follow-up studies using automated breast segmentation and current-prior registration

  Wang, L., Strehlow, J., Rühaak, J., Diez, Y., Diekmann, S., Laue, H. & Hahn, H. K., 20.03.2015, Medical Imaging 2015: Image Processing. Styner, M. A. & Ourselin, S. (eds.). Orlando, Florida, USA: SPIE, Vol. 9413. p. 9413 - 9413 - 8 8 p. (Proceedings of SPIE; vol. 9413).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Breast 100%
  • Segmentation 100%
  • Algorithms 33%
  • Scanner 33%
  • Measure 33%

• An Image Registration Framework for Sliding Motion with Piecewise Smooth Deformations

  Heldmann, S., Derksen, A., Berkels, B. & Polzin, T., 28.04.2015, Scale Space and Variational Methods in Computer Vision. Aujol, J.-F., Nikolova, M. & Papadakis, N. (eds.). Lège-Cap Ferret, France: Springer International Publishing, Vol. 9087. p. 335-347 13 p. (Lecture Notes in Computer Science; vol. 9087).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Deformation 100%
  • Modeling 50%
  • Segmentation 33%
  • Context 33%
  • Computing 33%

• A Variational Method for Contructing Unbiased Atlas with Probabilistic Label Maps

  Chen, K. & Derksen, A., 01.01.2015, Bildverarbeitung für die Medizin 2015: Informatik aktuell. Springer Vieweg, Berlin Heidelberg, p. 119-124

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

• A Variational Method for Contructing Unbiased Atlas with Probabilistic Label Maps

  Chen, K. & Derksen, A., 01.01.2015, Informatik aktuell. Springer International Publishing, (Informatik aktuell).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

• Deformable Image Registration with Automatic Non-Correspondence Detection

  Chen, K., Derksen, A., Heldmann, S., Hallmann, M. & Berkels, B., 01.01.2015, International Conference on Scale Space and Variational Methods in Computer Vision: SSVM 2015: Scale Space and Variational Methods in Computer Vision. Springer Verlag

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

• Dimensionality Reduction of Medical Image Descriptors for Multimodal Image Registration

  Degen, J., Modersitzki, J. & Heinrich, M. P., 01.07.2015, Student Conference Medical Engineering Science 2015. Buzug & Thorsten (eds.). Lübeck: Infinite Science Publishing, p. 201 - 205 5 p. (Student Conference on Medical Engineering Science).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Medical Image 100%
  • Similarity 40%
  • High Quality 20%
  • Mutual Information 20%
  • Contextual Information 20%

• Image registration with sliding motion constraints for 4D CT motion correction

  Derksen, A., Heldmann, S., Berkels, B. & Polzin, T., 25.02.2015, Bildverarbeitung für die Medizin 2015, Algorithmen – Systeme – Anwendungen, Proceedings des Workshops vom 15. bis 17. März 2015 in Lübeck. Handels, H., Deserno, T. M., Meinzer, H.-P. & Tolxdorff, T. (eds.). Berlin, Heidelberg: Springer Verlag, p. 335-340 6 p. (Informatik aktuell).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Dataset 33%
  • Estimation 33%
  • Medical Image 33%

• Image registration with sliding motion constraints for 4D CT motion correction

  Derksen, A., Heldmann, S., Polzin, T. & Berkels, B., 01.01.2015, Bildverarbeitung für die Medizin 2015. Springer Vieweg, Wiesbaden

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Dataset 33%
  • Estimation 33%
  • Medical Image 33%

• Multimodal Image Registration in Digital Pathology Using Cell Nuclei Densities

  Weiss, N., Lotz, J. & Modersitzki, J., 25.02.2015, Bildverarbeitung für die Medizin 2015. Handels, H., Deserno, T. M., Meinzer, H.-P. & Tolxdorff, T. (eds.). Berlin, Heidelberg: Springer Vieweg, Berlin Heidelberg, p. 245 1 p. (Informatik aktuell).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • 3d Reconstruction 100%
  • Image Information 100%
  • Mutual Information 100%

• Parallel and Memory Efficient Multimodal Image Registration for Radiotherapy using Normalized Gradient Fields

  König, L., Derksen, A., Hallmann, M. & Papenberg, N., 01.04.2015, 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI). New York City, USA: IEEE, p. 734-738 5 p. ( International Symposium on Biomedical Imaging (ISBI)).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Algorithms 100%
• 2014

  A Fast and Accurate Parallel Algorithm for Non-Linear Image Registration using Normalized Gradient Fields

  König, L. & Rühaak, J., 01.04.2014, 2014 IEEE 11th International Symposium on Biomedical Imaging (ISBI). Beijing, China: IEEE, p. 580-583 4 p. ( International Symposium on Biomedical Imaging (ISBI)).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Algorithms 50%
  • Optimization Problem 50%

• Glomerular Filtration Rate Estimation from Dynamic Contrast-Enhanced MRI using a Separable Compartment Model and Parameter Elimination

  Trull, A. K., Berkels, B. & Modersitzki, J., 01.01.2014, Informatik aktuell: Bildverarbeitung für die Medizin 2014. Springer Verlag

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

• Registration of noisy images via maximum a-posteriori estimation

  Suhr, S., Tenbrinck, D., Burger, M. & Modersitzki, J., 01.01.2014, WBIR 2014: Biomedical Image Registration. Springer International Publishing, Vol. 8545 LNCS. p. 231-240 10 p. (Lecture Notes in Computer Science).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Estimation 100%
  • Software 50%
  • Artifact 50%
  • Noise-to-Signal Ratio 50%
  • Loss 16%

• Zooming in: High Resolution 3D Reconstruction of Differently Stained Histological Whole Slide Images

  Lotz, J., Berger, J., Müller, B., Breuhahn, K., Grabe, N., Heldmann, S., Homeyer, A., Lahrmann, B., Laue, H., Olesch, J., Schwier, M., Sedlaczek, O. & Warth, A., 20.03.2014, Medical Imaging 2014: Digital Pathology. SPIE, Vol. 9041. p. 904104-1-7 7 p. (Proceedings of SPIE; vol. 9041).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • High Resolution 100%
  • Deformation 50%
  • Macroscopic 25%
  • Limitations 25%
  • Visual Inspection 25%