Loïc Peter

Phone:	+49 89 289 19437
E-Mail:
Address:	Technische Universität München Fakultät für Informatik, I-16 Boltzmannstr. 3 85748 Garching b. München Germany
Room:	MI 03.13.043

Since February 2017, I have joined the Translational Imaging Group at University College London.

Research interests

• Machine Learning for Computer Vision and Medical Image Analysis
• Semantic Image Segmentation
• Decision Forests
• Active Learning
• Domain Adaptation / Transfer Learning

Background

Publications

2017
	M. Bieth, L. Peter, S. Nekolla, M. Eiber, G. Langs, M. Schwaiger, B. Menze Segmentation of Skeleton and Organs in Whole-Body CT Images via Iterative Trilateration IEEE Transactions on Medical Imaging (bib)
	L. Peter, D. Mateus, P. Chatelain, D. Declara, N. Schworm, S. Stangl, G. Multhoff, N. Navab Assisting the Examination of Large Histopathological Slides with Adaptive Forests Medical Image Analysis, Vol. 35, January 2017 (bib)
2016
	F. Dubost, L. Peter, C. Rupprecht, B. Gutierrez-Becker, N. Navab Hands-Free Segmentation of Medical Volumes via Binary Inputs MICCAI Workshop on Large-Scale Annotation of Biomedical Data and Expert Label Synthesis, Athens, Greece, October 2016 (bib)
	B. Gutierrez-Becker, D. Mateus, L. Peter, N. Navab Learning Optimization Updates for Multimodal Registration Proceedings of the 19th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Athens, Greece, October 2016 (bib)
	S. Conjeti, A. Katouzian, A. Guha Roy, L. Peter, D. Sheet, S. Carlier, A. Laine, N. Navab Supervised Domain Adaptation of Decision Forests: Transfer of models trained in vitro for in vivo intravascular ultrasound tissue characterization Medical Image Analysis, 2016 (bib)
2015
	L. Peter, O. Pauly, P. Chatelain, D. Mateus, N. Navab Scale-Adaptive Forest Training via an Efficient Feature Sampling Scheme Proceedings of the 18th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Munich, Germany, October 2015 (bib)
	C. Rupprecht, L. Peter, N. Navab Image Segmentation in Twenty Questions IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), Boston, Massachusetts (USA), June 2015 (bib)
2014
	L. Peter, D. Mateus, P. Chatelain, N. Schworm, S. Stangl, G. Multhoff, N. Navab Leveraging Random Forests for Interactive Exploration of Large Histological Images Proceedings of the 17th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Boston, Massachusetts, United States, September 2014 (bib)
	R. Stauder, A. Okur, L. Peter, A. Schneider, M. Kranzfelder, H. Feußner, N. Navab Random Forests for Phase Detection in Surgical Workflow Analysis The 5th International Conference on Information Processing in Computer-Assisted Interventions (IPCAI), Fukuoka, Japan, June 2014 (bib)
	D. Kuipers, A. Mehonic, M. Kajita, L. Peter, Y. Fujita, T. Duke, G. Charras, J. Gale Epithelial Repair is a Two-Stage Process Driven First by Dying Cells and then by their Neighbours Journal of Cell Science, Vol. 127, March 2014 (bib)
2013
	P. Chatelain, O. Pauly, L. Peter, A. Ahmadi, A. Plate, K. Bötzel, N. Navab Learning from Multiple Experts with Random Forests: Application to the Segmentation of the Midbrain in 3D Ultrasound Proceedings of the 16th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Nagoya, Japan, September 2013 (bib)
2012
	A. Harris, L. Peter, J. Bellis, B. Baum, A. Kabla, G. Charras Characterising the Mechanics of Cultured Cell Monolayers Proceedings of the National Academy of Sciences (PNAS), Vol. 109, October 2012 (bib)
	L. Peter, O. Pauly, S. Jansen, P. Smethurst, W. Ouwehand , N. Navab Automatic Event Detection within Thrombus Formation Based on Binary Integer Programming MICCAI Workshop on Medical Computer Vision, Nice, France, October 2012 (bib)
	L. Peter, N. Brieu, S. Jansen, P. Smethurst, W. Ouwehand , N. Navab Automatic Segmentation and Tracking of Thrombus Formation within In Vitro Microscopic Video Sequences IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI 2012), Barcelona, Spain, May 2 - 5, 2012 (bib)