• 16219 Citations
  • 65 h-Index
1989 …2020
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Fingerprint Dive into the research topics where Dimitri Metaxas is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

Magnetic resonance imaging Engineering & Materials Science
Deformable Models Mathematics
Segmentation Mathematics
Animation Engineering & Materials Science
Experiments Engineering & Materials Science
Cardiac Mathematics
Image segmentation Engineering & Materials Science
Heart Ventricles Medicine & Life Sciences

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Projects 2008 2020

Kinematics
Biomechanics
Ergonomics
Animation
Virtual reality
Cardiac Resynchronization Therapy
Heart Ventricles
Patient Selection
Magnetic Resonance Spectroscopy
Echocardiography
Kinematics
Biomedical engineering
Sports
Curricula
Computer science

Research Output 1989 2019

3D LV Probabilistic Segmentation in Cardiac MRI Using Generative Adversarial Network

Yang, D., Liu, B., Axel, L. & Metaxas, D., Jan 1 2019, Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges - 9th International Workshop, STACOM 2018, Held in Conjunction with MICCAI 2018, Revised Selected Papers. Li, S., Mansi, T., McLeod, K., Pop, M., Zhao, J., Sermesant, M., Young, A. & Rhode, K. (eds.). Springer Verlag, p. 181-190 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11395 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Left Ventricle
Magnetic Resonance Imaging
Magnetic resonance
Cardiac
Segmentation
1 Citation (Scopus)

A coupled encoder–decoder network for joint face detection and landmark localization

Wang, L., Yu, X., Bourlai, T. & Metaxas, D., Jul 1 2019, In : Image and Vision Computing. 87, p. 37-46 10 p.

Research output: Contribution to journalArticle

Face recognition
Experiments
Processing

Attentive neural cell instance segmentation

Yi, J., Wu, P., Jiang, M., Huang, Q., Hoeppner, D. J. & Metaxas, D., Jul 1 2019, In : Medical Image Analysis. 55, p. 228-240 13 p.

Research output: Contribution to journalArticle

Cell adhesion
Masks
Impurities
Detectors
Silver Sulfadiazine
1 Citation (Scopus)

Cartoonish sketch-based face editing in videos using identity deformation transfer

Zhao, L., Han, F., Peng, X., Zhang, X., Kapadia, M., Pavlovic, V. & Metaxas, D., Apr 1 2019, In : Computers and Graphics (Pergamon). 79, p. 58-68 11 p.

Research output: Contribution to journalArticle

Refining

Instance segmentation of neural cells

Yi, J., Wu, P., Jiang, M., Hoeppner, D. J. & Metaxas, D., Jan 1 2019, Computer Vision – ECCV 2018 Workshops, Proceedings. Leal-Taixé, L. & Roth, S. (eds.). Springer Verlag, p. 395-402 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11134 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Deconvolution
Brain
Segmentation
Cells
Cell