Martin Urschler

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 57

Top Topics

Fully Automated

Convolutional Neural Networks

Top Venues

Medical Image Anal.

Publications

Franz Thaler, Matthias A. F. Gsell, Gernot Plank, Martin Urschler
CaRe-CNN: Cascading Refinement CNN for Myocardial Infarct Segmentation with Microvascular Obstructions. VISIGRAPP (3): VISAPP (2024)
Christel Sirocchi, Martin Urschler, Bastian Pfeifer
Feature graphs for interpretable unsupervised tree ensembles: centrality, interaction, and application in disease subtyping. CoRR (2024)
Maximilian Sackl, Christian Tinauer, Martin Urschler, Christian Enzinger, Rudolf Stollberger, Stefan Ropele
Fully Automated Hippocampus Segmentation using T2-informed Deep Convolutional Neural Networks. NeuroImage 298 (2024)
Arnela Hadzic, Barbara Kirnbauer, Darko Stern, Martin Urschler
Teeth Localization and Lesion Segmentation in CBCT Images Using SpatialConfiguration-Net and U-Net. VISIGRAPP (3): VISAPP (2024)
Bastian Pfeifer, Christel Sirocchi, Marcus D. Bloice, Markus Kreuzthaler, Martin Urschler
Federated unsupervised random forest for privacy-preserving patient stratification. CoRR (2024)
Jonathan J. Y. Kim, Martin Urschler, Patricia J. Riddle, Jörg S. Wicker
Attacking the Loop: Adversarial Attacks on Graph-Based Loop Closure Detection. VISIGRAPP (4): VISAPP (2024)
Arnela Hadzic, Barbara Kirnbauer, Darko Stern, Martin Urschler
Teeth Localization and Lesion Segmentation in CBCT Images using SpatialConfiguration-Net and U-Net. CoRR (2023)
Franz Thaler, Matthias A. F. Gsell, Gernot Plank, Martin Urschler
CaRe-CNN: Cascading Refinement CNN for Myocardial Infarct Segmentation with Microvascular Obstructions. CoRR (2023)
Jonathan J. Y. Kim, Martin Urschler, Patricia J. Riddle, Jörg S. Wicker
Attacking the Loop: Adversarial Attacks on Graph-based Loop Closure Detection. CoRR (2023)
Savinien Bonheur, Michael Pienn, Horst Olschewski, Horst Bischof, Martin Urschler
AMLP-Conv, a 3D Axial Long-range Interaction Multilayer Perceptron for CNNs. MLMI@MICCAI (2022)
Jonathan J. Y. Kim, Martin Urschler, Patricia J. Riddle, Jörg S. Wicker
Closing the Loop: Graph Networks to Unify Semantic Objects and Visual Features for Multi-object Scenes. IROS (2022)
Savinien Bonheur, Franz Thaler, Michael Pienn, Horst Olschewski, Horst Bischof, Martin Urschler
OnlyCaps-Net, a Capsule only Based Neural Network for 2D and 3D Semantic Segmentation. MICCAI (5) (2022)
Jonathan J. Y. Kim, Martin Urschler, Patricia J. Riddle, Jörg S. Wicker
Closing the Loop: Graph Networks to Unify Semantic Objects and Visual Features for Multi-object Scenes. CoRR (2022)
Jonathan J. Y. Kim, Martin Urschler, Patricia J. Riddle, Jörg S. Wicker
SymbioLCD: Ensemble-Based Loop Closure Detection using CNN-Extracted Objects and Visual Bag-of-Words. CoRR (2021)
Jonathan J. Y. Kim, Martin Urschler, Patricia J. Riddle, Jörg S. Wicker
SymbioLCD: Ensemble-Based Loop Closure Detection using CNN-Extracted Objects and Visual Bag-of-Words. IROS (2021)
Anjany Sekuboyina, Malek El Husseini, Amirhossein Bayat, Maximilian Löffler, Hans Liebl, Hongwei Li, Giles Tetteh, Jan Kukacka, Christian Payer, Darko Stern, Martin Urschler, Maodong Chen, Dalong Cheng, Nikolas Lessmann, Yujin Hu, Tianfu Wang, Dong Yang, Daguang Xu, Felix Ambellan, Tamaz Amiranashvili, Moritz Ehlke, Hans Lamecker, Sebastian Lehnert, Marilia Lirio, Nicolás Pérez de Olaguer, Heiko Ramm, Manish Sahu, Alexander Tack, Stefan Zachow, Tao Jiang, Xinjun Ma, Christoph Angerman, Xin Wang, Kevin Brown, Alexandre Kirszenberg, Élodie Puybareau, Di Chen, Yiwei Bai, Brandon H. Rapazzo, Timyoas Yeah, Amber Zhang, Shangliang Xu, Feng Hou, Zhiqiang He, Chan Zeng, Zheng Xiangshang, Xu Liming, Tucker J. Netherton, Raymond P. Mumme, Laurence E. Court, Zixun Huang, Chenhang He, Li-Wen Wang, Sai Ho Ling, Lê Duy Huynh, Nicolas Boutry, Roman Jakubícek, Jirí Chmelík, Supriti Mulay, Mohanasankar Sivaprakasam, Johannes C. Paetzold, Suprosanna Shit, Ivan Ezhov, Benedikt Wiestler, Ben Glocker, Alexander Valentinitsch, Markus Rempfler, Björn H. Menze, Jan S. Kirschke
VerSe: A Vertebrae labelling and segmentation benchmark for multi-detector CT images. Medical Image Anal. 73 (2021)
Karli Gillette, Matthias A. F. Gsell, Anton J. Prassl, Elias Karabelas, Ursula Reiter, Gert Reiter, Thomas Grandits, Christian Payer, Darko Stern, Martin Urschler, Jason D. Bayer, Christoph M. Augustin, Aurel Neic, Thomas Pock, Edward J. Vigmond, Gernot Plank
A Framework for the generation of digital twins of cardiac electrophysiology from clinical 12-leads ECGs. Medical Image Anal. 71 (2021)
Franz Thaler, Christian Payer, Martin Urschler, Darko Stern
Modeling Annotation Uncertainty with Gaussian Heatmaps in Landmark Localization. CoRR (2021)
Amirhossein Bayat, Anjany Sekuboyina, Johannes C. Paetzold, Christian Payer, Darko Stern, Martin Urschler, Jan S. Kirschke, Bjoern H. Menze
Inferring the 3D Standing Spine Posture from 2D Radiographs. CoRR (2020)
Christian Payer, Darko Stern, Horst Bischof, Martin Urschler
Coarse to Fine Vertebrae Localization and Segmentation with SpatialConfiguration-Net and U-Net. VISIGRAPP (5: VISAPP) (2020)
Christian Payer, Martin Urschler, Horst Bischof, Darko Stern
Uncertainty Estimation in Landmark Localization Based on Gaussian Heatmaps. UNSURE/GRAIL@MICCAI (2020)
Anjany Sekuboyina, Amirhossein Bayat, Malek El Husseini, Maximilian Löffler, Markus Rempfler, Jan Kukacka, Giles Tetteh, Alexander Valentinitsch, Christian Payer, Martin Urschler, Maodong Chen, Dalong Cheng, Nikolas Lessmann, Yujin Hu, Tianfu Wang, Dong Yang, Daguang Xu, Felix Ambellan, Stefan Zachow, Tao Jiang, Xinjun Ma, Christoph Angerman, Xin Wang, Qingyue Wei, Kevin Brown, Matthias Wolf, Alexandre Kirszenberg, Élodie Puybareau, Björn H. Menze, Jan S. Kirschke
VerSe: A Vertebrae Labelling and Segmentation Benchmark. CoRR (2020)
Stefan Eggenreich, Christian Payer, Martin Urschler, Darko Stern
Variational Inference and Bayesian CNNs for Uncertainty Estimation in Multi-Factorial Bone Age Prediction. CoRR (2020)
Amirhossein Bayat, Anjany Sekuboyina, Johannes C. Paetzold, Christian Payer, Darko Stern, Martin Urschler, Jan S. Kirschke, Bjoern H. Menze
Inferring the 3D Standing Spine Posture from 2D Radiographs. MICCAI (6) (2020)
Christian Payer, Darko Stern, Martin Urschler
Evaluating Spatial Configuration Constrained CNNs for Localizing Facial and Body Pose Landmarks. IVCNZ (2019)
Darko Stern, Christian Payer, Martin Urschler
Automated age estimation from MRI volumes of the hand. Medical Image Anal. 58 (2019)
Christian Payer, Darko Stern, Horst Bischof, Martin Urschler
Integrating Spatial Configuration into Heatmap Regression Based CNNs for Landmark Localization. CoRR (2019)
Xiahai Zhuang, Lei Li, Christian Payer, Darko Stern, Martin Urschler, Mattias P. Heinrich, Julien Oster, Chunliang Wang, Örjan Smedby, Cheng Bian, Xin Yang, Pheng-Ann Heng, Aliasghar Mortazi, Ulas Bagci, Guanyu Yang, Chenchen Sun, Gaetan Galisot, Jean-Yves Ramel, Thierry Brouard, Qianqian Tong, Weixin Si, Xiangyun Liao, Guodong Zeng, Zenglin Shi, Guoyan Zheng, Chengjia Wang, Tom J. MacGillivray, David E. Newby, Kawal S. Rhode, Sébastien Ourselin, Raad Mohiaddin, Jennifer Keegan, David N. Firmin, Guang Yang
Evaluation of Algorithms for Multi-Modality Whole Heart Segmentation: An Open-Access Grand Challenge. CoRR (2019)
Christian Payer, Darko Stern, Marlies Feiner, Horst Bischof, Martin Urschler
Segmenting and tracking cell instances with cosine embeddings and recurrent hourglass networks. Medical Image Anal. 57 (2019)
Christian Payer, Darko Stern, Horst Bischof, Martin Urschler
Integrating spatial configuration into heatmap regression based CNNs for landmark localization. Medical Image Anal. 54 (2019)
Darko Stern, Christian Payer, Nicola Giuliani, Martin Urschler
Automatic Age Estimation and Majority Age Classification From Multi-Factorial MRI Data. IEEE J. Biomed. Health Informatics 23 (4) (2019)
Xiahai Zhuang, Lei Li, Christian Payer, Darko Stern, Martin Urschler, Mattias P. Heinrich, Julien Oster, Chunliang Wang, Örjan Smedby, Cheng Bian, Xin Yang, Pheng-Ann Heng, Aliasghar Mortazi, Ulas Bagci, Guanyu Yang, Chenchen Sun, Gaetan Galisot, Jean-Yves Ramel, Guang Yang
Evaluation of algorithms for Multi-Modality Whole Heart Segmentation: An open-access grand challenge. Medical Image Anal. 58 (2019)
Savinien Bonheur, Darko Stern, Christian Payer, Michael Pienn, Horst Olschewski, Martin Urschler
Matwo-CapsNet: A Multi-label Semantic Segmentation Capsules Network. MICCAI (5) (2019)
Franz Thaler, Kerstin Hammernik, Christian Payer, Martin Urschler, Darko Stern
Sparse-View CT Reconstruction Using Wasserstein GANs. MLMIR@MICCAI (2018)
Nicola Giuliani, Christian Payer, Michael Pienn, Horst Olschewski, Martin Urschler
Pulmonary Lobe Segmentation in CT Images using Alpha-Expansion. VISIGRAPP (4: VISAPP) (2018)
Christian Payer, Darko Stern, Thomas Neff, Horst Bischof, Martin Urschler
Instance Segmentation and Tracking with Cosine Embeddings and Recurrent Hourglass Networks. MICCAI (2) (2018)
Christian Payer, Darko Stern, Thomas Neff, Horst Bischof, Martin Urschler
Instance Segmentation and Tracking with Cosine Embeddings and Recurrent Hourglass Networks. CoRR (2018)
Martin Urschler, Thomas Ebner, Darko Stern
Integrating geometric configuration and appearance information into a unified framework for anatomical landmark localization. Medical Image Anal. 43 (2018)
Darko Stern, Philipp Kainz, Christian Payer, Martin Urschler
Multi-factorial Age Estimation from Skeletal and Dental MRI Volumes. MLMI@MICCAI (2017)
Korsuk Sirinukunwattana, Josien P. W. Pluim, Hao Chen, Xiaojuan Qi, Pheng-Ann Heng, Yun Bo Guo, Li Yang Wang, Bogdan J. Matuszewski, Elia Bruni, Urko Sanchez, Anton Böhm, Olaf Ronneberger, Bassem Ben Cheikh, Daniel Racoceanu, Philipp Kainz, Michael Pfeiffer, Martin Urschler, David R. J. Snead, Nasir M. Rajpoot
Gland segmentation in colon histology images: The glas challenge contest. Medical Image Anal. 35 (2017)
Christian Payer, Darko Stern, Horst Bischof, Martin Urschler
Multi-label Whole Heart Segmentation Using CNNs and Anatomical Label Configurations. STACOM@MICCAI (2017)
Guoyan Zheng, Chengwen Chu, Daniel Belavy, Bulat Ibragimov, Robert Korez, Tomaz Vrtovec, Hugo Hutt, Richard M. Everson, Judith Meakin, Isabel Lopez Andrade, Ben Glocker, Hao Chen, Qi Dou, Pheng-Ann Heng, Chunliang Wang, Daniel Forsberg, Ales Neubert, Jurgen Fripp, Martin Urschler, Darko Stern, Maria Wimmer
Evaluation and comparison of 3D intervertebral disc localization and segmentation methods for 3D T2 MR data: A grand challenge. Medical Image Anal. 35 (2017)
Darko Stern, Christian Payer, Vincent Lepetit, Martin Urschler
Automated Age Estimation from Hand MRI Volumes Using Deep Learning. MICCAI (2) (2016)
Darko Stern, Thomas Ebner, Martin Urschler
From Local to Global Random Regression Forests: Exploring Anatomical Landmark Localization. MICCAI (2) (2016)
Jianhua Yao, Joseph E. Burns, Daniel Forsberg, Alexander Seitel, Abtin Rasoulian, Purang Abolmaesumi, Kerstin Hammernik, Martin Urschler, Bulat Ibragimov, Robert Korez, Tomaz Vrtovec, Isaac Castro-Mateos, Jose M. Pozo, Alejandro F. Frangi, Ronald M. Summers, Shuo Li
A multi-center milestone study of clinical vertebral CT segmentation. Comput. Medical Imaging Graph. 49 (2016)
Korsuk Sirinukunwattana, Josien P. W. Pluim, Hao Chen, Xiaojuan Qi, Pheng-Ann Heng, Yun Bo Guo, Li Yang Wang, Bogdan J. Matuszewski, Elia Bruni, Urko Sanchez, Anton Böhm, Olaf Ronneberger, Bassem Ben Cheikh, Daniel Racoceanu, Philipp Kainz, Michael Pfeiffer, Martin Urschler, David R. J. Snead, Nasir M. Rajpoot
Gland Segmentation in Colon Histology Images: The GlaS Challenge Contest. CoRR (2016)
Christian Payer, Darko Stern, Horst Bischof, Martin Urschler
Regressing Heatmaps for Multiple Landmark Localization Using CNNs. MICCAI (2) (2016)
Darko Stern, Martin Urschler
From individual hand bone age estimates to fully automated age estimation via learning-based information fusion. ISBI (2016)
Christian Payer, Michael Pienn, Zoltán Bálint, Alexander Shekhovtsov, Emina Talakic, Eszter Nagy, Andrea Olschewski, Horst Olschewski, Martin Urschler
Automated integer programming based separation of arteries and veins from thoracic CT images. Medical Image Anal. 34 (2016)
Darko Stern, Thomas Ebner, Martin Urschler
Automatic localization of locally similar structures based on the scale-widening random regression forest. ISBI (2016)
Christian Payer, Michael Pienn, Zoltán Bálint, Andrea Olschewski, Horst Olschewski, Martin Urschler
Automatic Artery-Vein Separation from Thoracic CT Images Using Integer Programming. MICCAI (2) (2015)
Michael Pienn, Christian Payer, Andrea Olschewski, Horst Olschewski, Martin Urschler, Zoltán Bálint
Increased Tortuosity of Pulmonary Arteries in Patients with Pulmonary Hypertension in the Arteries. MIUA (2015)
Philipp Kainz, Martin Urschler, Samuel Schulter, Paul Wohlhart, Vincent Lepetit
You Should Use Regression to Detect Cells. MICCAI (3) (2015)
Martin Urschler, Kerstin Hammernik, Thomas Ebner, Darko Stern
Automatic Intervertebral Disc Localization and Segmentation in 3D MR Images Based on Regression Forests and Active Contours. CSI@MICCAI (2015)
Walter Unterpirker, Thomas Ebner, Darko Stern, Martin Urschler
Automatic Third Molar Localization from 3D MRI using Random Regression Forests. MIUA (2015)
Philipp Kainz, Michael Pfeiffer, Martin Urschler
Semantic Segmentation of Colon Glands with Deep Convolutional Neural Networks and Total Variation Segmentation. CoRR (2015)
Gernot Riegler, Martin Urschler, Matthias Rüther, Horst Bischof, Darko Stern
Anatomical Landmark Detection in Medical Applications Driven by Synthetic Data. ICCV Workshops (2015)
Thomas Ebner, Darko Stern, Rene Donner, Horst Bischof, Martin Urschler
Towards Automatic Bone Age Estimation from MRI: Localization of 3D Anatomical Landmarks. MICCAI (2) (2014)
Darko Stern, Thomas Ebner, Horst Bischof, Martin Urschler
Determination of legal majority age from 3D magnetic resonance images of the radius bone. ISBI (2014)
Darko Stern, Thomas Ebner, Horst Bischof, Sabine Grassegger, Thomas Ehammer, Martin Urschler
Fully Automatic Bone Age Estimation from Left Hand MR Images. MICCAI (2) (2014)
Fabian Schenk, Martin Urschler, Christoph Aigner, Imme Roesner, Philipp Aichinger, Horst Bischof
Automatic Glottis Segmentation from Laryngeal High-Speed Videos Using 3D Active Contours. MIUA (2014)
Martin Urschler, Alexander Bornik, Michael Donoser
Memory Efficient 3D Integral Volumes. ICCV Workshops (2013)
M. Helmberger, Martin Urschler, Michael Pienn, Zoltán Bálint, Andrea Olschewski, Horst Bischof
Pulmonary Vascular Tree Segmentation from Contrast-Enhanced CT Images CoRR (2013)
Michael Donoser, Martin Urschler, Horst Bischof
Learning Edge-Specific Kernel Functions For Pairwise Graph Matching. BMVC (2012)
Martin Urschler, Alexander Bornik, Eva Scheurer, Kathrin Yen, Horst Bischof, Dieter Schmalstieg
Forensic-Case Analysis: From 3D Imaging to Interactive Visualization. IEEE Computer Graphics and Applications 32 (4) (2012)
Michael Donoser, Martin Urschler, Hayko Riemenschneider, Horst Bischof
Highly Consistent Sequential Segmentation. SCIA (2011)
Keelin Murphy, Bram van Ginneken, Joseph M. Reinhardt, Sven Kabus, Kai Ding, Xiang Deng, Kunlin Cao, Kaifang Du, Gary E. Christensen, Vincent Garcia, Tom Vercauteren, Nicholas Ayache, Olivier Commowick, Grégoire Malandain, Ben Glocker, Nikos Paragios, Nassir Navab, Vladlena Gorbunova, Jon Sporring, Marleen de Bruijne, Xiao Han, Mattias P. Heinrich, Julia A. Schnabel, Mark Jenkinson, Cristian Lorenz, Marc Modat, Jamie McClelland, Sébastien Ourselin, Sascha E. A. Muenzing, Max A. Viergever, Dante De Nigris, D. Louis Collins, Tal Arbel, Marta Peroni, Rui Li, Gregory C. Sharp, Alexander Schmidt-Richberg, Jan Ehrhardt, René Werner, Dirk Smeets, Dirk Loeckx, Gang Song, Nicholas J. Tustison, Brian B. Avants, James C. Gee, Marius Staring, Stefan Klein, Berend C. Stoel, Martin Urschler, Manuel Werlberger, Jef Vandemeulebroucke, Simon Rit, David Sarrut, Josien P. W. Pluim
Evaluation of Registration Methods on Thoracic CT: The EMPIRE10 Challenge. IEEE Trans. Medical Imaging 30 (11) (2011)
Markus Storer, Martin Urschler, Horst Bischof
Occlusion detection for ICAO compliant facial photographs. CVPR Workshops (2010)
Markus Storer, Martin Urschler, Horst Bischof
Intensity-Based Congealing for Unsupervised Joint Image Alignment. ICPR (2010)
Sasa Grbic, Martin Urschler, Thomas Pock, Horst Bischof
Optical flow based deformable volume registration using a novel second-order regularization prior. Medical Imaging: Image Processing (2010)
Markus Storer, Peter M. Roth, Martin Urschler, Horst Bischof, Josef A. Birchbauer
Active Appearance Model Fitting under Occlusion using Fast-robust PCA. VISAPP (1) (2009)
Markus Storer, Peter M. Roth, Martin Urschler, Horst Bischof
Fast-Robust PCA. SCIA (2009)
Markus Storer, Martin Urschler, Horst Bischof
3D-MAM: 3D morphable appearance model for efficient fine head pose estimation from still images. ICCV Workshops (2009)
Michael Donoser, Martin Urschler, Martin Hirzer, Horst Bischof
Saliency driven total variation segmentation. ICCV (2009)
Markus Storer, Peter M. Roth, Martin Urschler, Horst Bischof, Josef A. Birchbauer
Efficient Robust Active Appearance Model Fitting. VISIGRAPP (Selected Papers) (2009)
Markus Storer, Martin Urschler, Horst Bischof, Josef A. Birchbauer
Classifier fusion for robust ICAO compliant face analysis. FG (2008)
Markus Storer, Martin Urschler, Horst Bischof, Josef A. Birchbauer
On Combining Classifiers for Assessing Portrait Image Compliance with ICAO/ISO Standards. BIOSIG (2008)
Thomas Pock, Martin Urschler, Christopher Zach, Reinhard Beichel, Horst Bischof
-Optical-Flow Image Registration. MICCAI (2) (2007)
Ruxandra Micu, Tobias F. Jakobs, Martin Urschler, Nassir Navab
A New Registration/Visualization Paradigm for CT-Fluoroscopy Guided RF Liver Ablation. MICCAI (1) (2006)
Martin Urschler, Christopher Zach, Hendrik Ditt, Horst Bischof
Automatic Point Landmark Matching for Regularizing Nonlinear Intensity Registration: Application to Thoracic CT Images. MICCAI (2) (2006)
Martin Urschler, Joachim Bauer, Hendrik Ditt, Horst Bischof
SIFT and Shape Context for Feature-Based Nonlinear Registration of Thoracic CT Images. CVAMIA (2006)