VasileiosBelagiannis

Chair for Computer Aided Medical Procedures & Augmented Reality
Lehrstuhl für Informatikanwendungen in der Medizin & Augmented Reality

Dr. rer. nat. Vasileios Belagiannis (Βασίλειος Μπελαγιάννης)

Contact Information

Email:
VGG-email:
Google Scholar Profile: Google+
++ Curriculum Vitae ++ (Last Updated - Feb. 2017)
To follow my research at Visual Geometry Group (VGG), click here.

Vasilis

News

Research Interests

  • Deep Learning
  • Computer Vision
  • Machine Learning

Personal Information

Vasileios Belagiannis is post-doctoral researcher at University of Oxford, where he is member of the Visual Geometry Group (Prof. Andrew Zisserman). At the same, he continues collaborating with the CAMP (Computer Aided Medical Procedures & Augmented Reality) group at TU München from which he obtained his PhD under the supervision of Prof. Nassir Navab and Dr. Slobodan Ilic. He obtained his Masters in Computational Science and Engineering from TU München and Diploma from Democritus University of Thrace. Part of his work has been published from collaborations with Bernt Schiele, Pascal Fua, Gustavo Carneiro and Hubertus Feußner. Moreover, he co-organizes the deep learning workshop in medical images (DLMIA) that helds together with MICCAI. His current research focuses on detection and pose estimation, self-supervised learning and satellite imaging.

Research Projects

Teaching Assistance

Publications (with CAMP)

2016
I. Laina, C. Rupprecht, V. Belagiannis, F. Tombari, N. Navab
Deeper Depth Prediction with Fully Convolutional Residual Networks (Oral Presentation)
International Conference on 3DVision (3DV), Stanford University, California, USA, October 2016.
The first two authors contribute equally to this paper.
(bib)
V. Belagiannis, S. Amin, M. Andriluka, B. Schiele, N. Navab, S. Ilic
3D Pictorial Structures Revisited: Multiple Human Pose Estimation
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), vol. 38 no. 10, pp. 1929-1942, 2016 (bib)
N. Rieke, D. J. Tan , C. Amat di San Filippo, F. Tombari, M. Alsheakhali, V. Belagiannis, A. Eslami, N. Navab
Real-time Localization of Articulated Surgical Instruments in Retinal Microsurgery
Medical Image Analysis, vol. 34, 82-100, 2016. The original publication is available online at medicalimageanalysisjournal.com. A free version is available until November 17,2016 (bib)
F. Achilles, F. Tombari, V. Belagiannis, A.M. Loesch, S. Noachtar, N. Navab
Convolutional neural networks for real-time epileptic seizure detection
Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization, Taylor & Francis, 2016 (bib)
V. Belagiannis, X. Wang, H. Shitrit, K. Hashimoto, R. Stauder, Y. Aoki, M. Kranzfelder, A. Schneider, P. Fua, S. Ilic, H. Feußner, N. Navab
Parsing Human Skeletons in an Operating Room
Machine Vision and Applications, 2016 (bib)
S. Albarqouni, C. Baur, F. Achilles, V. Belagiannis, S. Demirci, N. Navab
AggNet: Deep Learning from Crowds for Mitosis Detection in Breast Cancer Histology Images
IEEE Transactions on Medical Imaging (TMI), Special Issue on Deep Learning, vol. 35, no. 5, pp. 1313 - 1321, 2016. (bib)
2015
V. Belagiannis, C. Rupprecht, G. Carneiro, N. Navab
Robust Optimization for Deep Regression
International Conference on Computer Vision (ICCV), Santiago, Chile, December 2015 (supplementary mat.) (bib)
N. Rieke, D. J. Tan , M. Alsheakhali, F. Tombari, C. Amat di San Filippo, V. Belagiannis, A. Eslami, N. Navab
Surgical Tool Tracking and Pose Estimation in Retinal Microsurgery
Proceedings of the 18th International Conference on Medical Image Computing and Computer Assisted Interventions (MICCAI), Munich, Germany, October 2015 (bib)
C. Nissler, N. Mouriki, C. Castellini, V. Belagiannis, N. Navab
OMG: Introducing Optical Myography as a new Human Machine Interface for Hand Amputees
IEEE/RAS-EMBS International Conference on Rehabilitation Robotics (ICORR 2015), Singapore, August 11, 2015 (bib)
F. Schubert, D. Casaburo, D. Dickmanns, V. Belagiannis
Revisiting Robust Visual Tracking Using Pixel-Wise Posteriors
10th International Conference on Computer Vision Systems (ICVS), 6-9 July, 2015, Copenhagen, Denmark (bib)
C. Baur, F. Milletari, V. Belagiannis, N. Navab, P. Fallavollita
Automatic 3D reconstruction of electrophysiology catheters from two-view monoplane C-arm image sequences
The 6th International Conference on Information Processing in Computer-Assisted Interventions (IPCAI) (bib)
M. Yigitsoy, V. Belagiannis, A. Djurka, A. Katouzian, S. Ilic, F. Pernus, A. Eslami, N. Navab
Random Ferns for Multiple Target Tracking in Microscopic Retina Image Sequences
International Symposium on Biomedical Imaging: From Nano to Macro, New York, USA, April 2015 (bib)
L. Wang, V. Belagiannis, C. Marr, F. Theis, G. Z. Yang, N. Navab
Anatomic-Landmark Detection Using Graphical Context Modelling
Proceedings of 2015 IEEE International Symposium on Biomedical Imaging (ISBI): From Nano to Macro, New York, USA, April 2015 (bib)
2014
F. Milletari, V. Belagiannis, N. Navab, P. Fallavollita
Fully automatic catheter localization in C-arm images using l1- Sparse Coding
Proceedings of the 17th International Conference on Medical Image Computing and Computer Assisted Interventions (MICCAI), Boston, September 2014 (bib)
V. Belagiannis, X. Wang, B. Schiele, P. Fua, S. Ilic, N. Navab
Multiple Human Pose Estimation with Temporally Consistent 3D Pictorial Structures
ChaLearn Looking at People Workshop, European Conference on Computer Vision (ECCV), Zurich, Switzerland, September 6-12, 2014. (bib)
V. Belagiannis, S. Amin, M. Andriluka, B. Schiele, N. Navab, S. Ilic
3D Pictorial Structures for Multiple Human Pose Estimation (Oral Presentation)
IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), Columbus, USA, June 24, 2014 (bib)
V. Belagiannis, C. Amann, N. Navab, S. Ilic
Holistic Human Pose Estimation with Regression Forests
AMDO 2014. VIII Conference on Articulated Motion and Deformable Objects. Palma, Mallorca, Spain. 16 – 18 July 2014 (bib)
2012
V. Belagiannis, F. Schubert, N. Navab, S. Ilic
Segmentation Based Particle Filtering for Real-Time 2D Object Tracking
12th European Conference on Computer Vision (ECCV), Firenze, Italy, October 07-13, 2012 (bib)
R. Stauder, V. Belagiannis, L. Schwarz, A. Bigdelou, E. Soehngen, S. Ilic, N. Navab
A User-Centered and Workflow-Aware Unified Display for the Operating Room
MICCAI Workshop on Modeling and Monitoring of Computer Assisted Interventions (M2CAI), Nice, France, October 2012 (bib)

UsersForm
Title: Dr.
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Firstname: Vasileios
Middlename:  
Lastname: Belagiannis
Picture: profile2016_edit_small.jpg
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Nationality: Greece
Languages: English
Groups: Computer Vision
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Position: Scientific Staff
Status: Alumni
Emailbefore: belagian
Emailafter: in.tum.de
Room: MI 03.13.042
Telephone: +49 89 289 17071
Alumniactivity: University of Oxford
Defensedate: 2 September 2015
Thesistitle: Human Pose Estimation in Complex Environments
Alumnihomepage: www.robots.ox.ac.uk/~vb/
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