Entwicklung einer 4D Multi-Objekt Segmentierung für räumlich-zeitliche MRT-Bildsequenzen. Klinische Anwendung zur Beurteilung von Form- und Funktionsveränderungen des Myokards nach einem Infarkt

Suchergebnisse

• 2017

  Representative Patch-based Active Appearance Models Generated From Small Training Populations

  Wilms, M., Handels, H. & Ehrhardt, J., 04.09.2017, Medical Image Computing and Computer Assisted Intervention − MICCAI 2017: 20th International Conference, Quebec City, QC, Canada, September 11-13, 2017, Proceedings, Part I. Descoteaux, M., Maier-Hein, L., Franz, A., Jannin, P., Collins, D. L. & Duchesne, S. (Hrsg.). Springer International Publishing, S. 152-160 9 S. (Image Processing, Computer Vision, Pattern Recognition, and Graphics)(Lecture Notes in Computer Science).

  Publikation: Kapitel in Büchern/Berichten/Konferenzbänden › Konferenzbeitrag › Begutachtung

  • active appearance model 100%
  • Computer Vision 20%
  • Image Segmentation 20%
  • Training Data 20%
  • Appearance Model 20%

  11   Link öffnet neuen Tab Zitate (Scopus)

• Training CNNs for Image Registration from Few Samples with Model-based Data Augmentation

  Uzunova, H., Wilms, M., Handels, H. & Ehrhardt, J., 04.09.2017, Medical Image Computing and Computer Assisted Intervention − MICCAI 2017: 20th International Conference, Quebec City, QC, Canada, September 11-13, 2017, Proceedings, Part I. Descoteaux, M., Maier-Hein, L., Franz, A., Jannin, P., Collins, D. L. & Duchesne, S. (Hrsg.). Springer International Publishing, S. 223 - 231 9 S. (Lecture Notes in Computer Science)(Image Processing, Computer Vision, Pattern Recognition, and Graphics).

  Publikation: Kapitel in Büchern/Berichten/Konferenzbänden › Konferenzbeitrag › Begutachtung

  • Convolutional Neural Network 100%
  • Data Augmentation 100%
  • Medical Image 50%
  • Training Data 33%
  • Training Dataset 16%

  101   Link öffnet neuen Tab Zitate (Scopus)

• 2016

  Patch-based low-rank matrix completion for learning of shape and motion models from few training samples

  Ehrhardt, J., Wilms, M. & Handels, H., 01.01.2016, Computer Vision - 14th European Conference, ECCV 2016, Proceedings. Springer Verlag, Band 9908 . S. 712-727 16 S. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Band 9908 LNCS).

  Publikation: Kapitel in Büchern/Berichten/Konferenzbänden › Konferenzbeitrag › Begutachtung

  • Motion Model 100%
  • Training Data 50%
  • Generalization Ability 50%
  • Shape Modeling 50%
  • segmented image 50%

  3   Link öffnet neuen Tab Zitate (Scopus)