Christine Kroll

Airbus (Germany) — Germany

Computer Science · Physical Sciences

4h-index505citations6works0.02yr avg
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Research Topics

Medical Image Segmentation Techniques(5), Advanced Neural Network Applications(4), Medical Imaging and Analysis(4), Target Tracking and Data Fusion in Sensor Networks(1), AI in cancer detection(1)

Publications6 total

Combining high-speed SVM learning with CNN feature encoding for real-time target recognition in high-definition video for ISR missions
Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE·2017· 4 cited
Hough-CNN: Deep learning for segmentation of deep brain regions in MRI and ultrasound
Computer Vision and Image Understanding·2017· 378 cited
Hough-CNN: Deep Learning for Segmentation of Deep Brain Regions in MRI and Ultrasound
arXiv (Cornell University)·2016· 31 citedOpen Access
Coupling Convolutional Neural Networks and Hough Voting for Robust Segmentation of Ultrasound Volumes
Lecture notes in computer science·2016· 4 cited
Multimodal image-guided prostate fusion biopsy based on automatic deformable registration
International Journal of Computer Assisted Radiology and Surgery·2015· 73 cited
Robust Segmentation of Various Anatomies in 3D Ultrasound Using Hough Forests and Learned Data Representations
Lecture notes in computer science·2015· 15 cited

Frequent Co-authors

Fausto Milletarì(5), Nassir Navab(5), Seyed‐Ahmad Ahmadi(4), Annika Plate(3), Verena Rozanski(2), Juliana Maiostre(2), Johannes Levin(2), Olaf Dietrich(2), Birgit Ertl‐Wagner(2), Kai Bötzel(2), Amit Shah(2), Christoph Hennersperger(2), Oliver Zettinig(1), Matthias Eiber(1), Hubert Kübler(1), Tobias Maurer(1), Julia Rackerseder(1), Christian Schulte zu Berge(1), Enno Storz(1), Benjamin Frisch(1)