Josef Pauli

ORCID

Publication Activity (10 Years)

Years Active: 1988-2024
Publications (10 Years): 37

Top Venues

Bildverarbeitung für die Medizin

ISBI

CoRR

RO-MAN

Technical University Munich, Germany (PHD)

Education History

Technical University Munich, Germany

PHD

Publications

Gurbandurdy Dovletov, Utku Karadeniz, Stefan Lörcks, Josef Pauli, Marcel Gratz, Harald H. Quick
Bone-Aware Generative Adversarial Network with Supervised Attention Mechanism for MRI-Based Pseudo-CT Synthesis. BIOSTEC (1) (2024)
Gurbandurdy Dovletov, Stefan Lörcks, Josef Pauli, Marcel Gratz, Harald H. Quick
Double Grad-CAM Guidance for Improved MRI-based Pseudo-CT Synthesis. Bildverarbeitung für die Medizin (2023)
Martin Moder, Fatih Özgan, Josef Pauli
Model-based Imitation Learning for Real-time Robot Navigation in Crowds. RO-MAN (2023)
Gurbandurdy Dovletov, Utku Karadeniz, Stefan Lörcks, Josef Pauli, Marcel Gratz, Harald H. Quick
Learning to Pay Attention by Paying Attention - Attention U-Net with Extra Supervision for MRI-based Pseudo-CT Synthesis. SCIA (2) (2023)
Farnoush Zohourian, Jan Siegemund, Mirko Meuter, Josef Pauli
Efficient fine-grained road segmentation using superpixel-based CNN and CRF models. CoRR (2022)
Gurbandurdy Dovletov, Duc Duy Pham, Stefan Lörcks, Josef Pauli, Marcel Gratz, Harald Quick
Grad-CAM Guided U-Net for MRI-based Pseudo-CT Synthesis. EMBC (2022)
Martin Moder, Josef Pauli
Proactive Robot Movements in a Crowd by Predicting and Considering the Social Influence. RO-MAN (2022)
Gurbandurdy Dovletov, Duc Duy Pham, Josef Pauli, Marcel Gratz, Harald Quick
Improved MRI-based Pseudo-CT Synthesis via Segmentation Guided Attention Networks. BIOIMAGING (2022)
Stefan Lörcks, Josef Pauli
Combining a Grayscale Camera and Spectrometers for High Quality Close-range Hyperspectral Imaging of Non-planar Surfaces. PHOTOPTICS (2022)
A. Emre Kavur, Naciye Sinem Gezer, Mustafa Baris, Sinem Aslan, Pierre-Henri Conze, Vladimir Groza, Duc Duy Pham, Soumick Chatterjee, Philipp Ernst, Savas Özkan, Bora Baydar, Dmitry A. Lachinov, Shuo Han, Josef Pauli, Fabian Isensee, Matthias Perkonigg, Rachana Sathish, Ronnie Rajan, M. Alper Selver
CHAOS Challenge - combined (CT-MR) healthy abdominal organ segmentation. Medical Image Anal. 69 (2021)
D. D. Pham, S. M. Koesnadi, Gurbandurdy Dovletov, Josef Pauli
Unsupervised Adversarial Domain Adaptation for Multi-Label Classification of Chest X-Ray. ISBI (2021)
Duc Duy Pham, Gurbandurdy Dovletov, Josef Pauli
Using Anatomical Priors for Deep 3D One-shot Segmentation. BIOIMAGING (2021)
Martin Moder, Josef Pauli
CoLoss-GAN: Collision-Free Human Trajectory Generation with a Collision Loss and GAN. ICAR (2021)
Duc Duy Pham, Melanie Lausen, Gurbandurdy Dovletov, Sebastian Serong, Stefan Landgräber, Marcus Jäger, Josef Pauli
U-Net in Constraint Few-Shot Settings. Bildverarbeitung für die Medizin (2020)
A. Emre Kavur, Naciye Sinem Gezer, Mustafa Baris, Pierre-Henri Conze, Vladimir Groza, Duc Duy Pham, Soumick Chatterjee, Philipp Ernst, Savas Özkan, Bora Baydar, Dmitry A. Lachinov, Shuo Han, Josef Pauli, Fabian Isensee, Matthias Perkonigg, Rachana Sathish, Ronnie Rajan, Sinem Aslan, Debdoot Sheet, Gurbandurdy Dovletov, Oliver Speck, Andreas Nürnberger, Klaus H. Maier-Hein, Gözde B. Akar, Gözde B. Ünal, Oguz Dicle, M. Alper Selver
CHAOS Challenge - Combined (CT-MR) Healthy Abdominal Organ Segmentation. CoRR (2020)
Duc Duy Pham, Gurbandurdy Dovletov, Josef Pauli
A Differentiable Convolutional Distance Transform Layer for Improved Image Segmentation. GCPR (2020)
Duc Duy Pham, Gurbandurdy Dovletov, Josef Pauli
Liver Segmentation in CT with MRI Data: Zero-Shot Domain Adaptation by Contour Extraction and Shape Priors. ISBI (2020)
Duc Duy Pham, Gurbandurdy Dovletov, Sebastian Serong, Stefan Landgräber, Marcus Jäger, Josef Pauli
Multitask-Learning for the Extraction of Avascular Necrosis of the Femoral Head in MRI. Bildverarbeitung für die Medizin (2020)
Duc Duy Pham, Jonas Müller, Piush Aggarwal, Amit Khatri, Mayank Sharma, Torsten Zesch, Josef Pauli
Fully vs. Weakly Supervised Caries Localization in Smartphone Images with CNNs. ICPR Workshops (1) (2020)
Duc Duy Pham, Gurbandurdy Dovletov, Sebastian Warwas, Stefan Landgräber, Marcus Jäger, Josef Pauli
Deep Learning with Anatomical Priors: Imitating Enhanced Autoencoders in Latent Space for Improved Pelvic Bone Segmentation in MRI. CoRR (2019)
Duc Duy Pham, Gurbandurdy Dovletov, Sebastian Warwas, Stefan Landgräber, Marcus Jäger, Josef Pauli
Gradient-Based Expanding Spherical Appearance Models for Femoral Model Initialization in MRI. Bildverarbeitung für die Medizin (2019)
Gurbandurdy Dovletov, Tobias Hegemann, Josef Pauli
Spectral-Spatial Hyperspectral Image Classification Using Cascaded Convolutional Neural Networks. SCIA (2019)
Duc Duy Pham, Gurbandurdy Dovletov, Sebastian Warwas, Stefan Landgräber, Marcus Jäger, Josef Pauli
Deep Learning With Anatomical Priors: Imitating Enhanced Autoencoders In Latent Space For Improved Pelvic Bone Segmentation In MRI. ISBI (2019)
Duc Duy Pham, Gurbandurdy Dovletov, Sebastian Warwas, Stefan Landgräber, Marcus Jäger, Josef Pauli
Deep Segmentation Refinement with Result-Dependent Learning - A Double U-Net for Hip Joint Segmentation in MRI. Bildverarbeitung für die Medizin (2019)
Cosmin Adrian Morariu, Alice Eckhardt, Tobias Terheiden, Stefan Landgräber, Marcus Jäger, Josef Pauli
3D Adaptive Wavelet Shrinkage Denoising while Preserving Fine Structures. Bildverarbeitung für die Medizin (2018)
Duc Duy Pham, Cosmin Adrian Morariu, Tobias Terheiden, Sebastian Warwas, Stefan Landgräber, Marcus Jäger, Josef Pauli
Polar appearance models: A fully automatic approach for femoral model initialization in MRI. ISBI (2018)
Farnoush Zohourian, Borislav Antic, Jan Siegemund, Mirko Meuter, Josef Pauli
Superpixel-based Road Segmentation for Real-time Systems using CNN. VISIGRAPP (5: VISAPP) (2018)
Duc Duy Pham, Cosmin Adrian Morariu, Tobias Terheiden, Stefan Landgräber, Marcus Jäger, Josef Pauli
MRI Hip Joint Segmentation: A Locally Bhattacharyya Weighted Hybrid 3D Level Set Approach. VCBM (2017)
Michael Korn, Daniel Sanders, Josef Pauli
Moving Object Detection by Connected Component Labeling of Point Cloud Registration Outliers on the GPU. VISIGRAPP (6: VISAPP) (2017)
Cosmin Adrian Morariu, Tobias Terheiden, Daniel Sebastian Dohle, Konstantinos Tsagakis, Josef Pauli
Increasing the feasibility of minimally invasive procedures in type A aortic dissections: a framework for segmentation and quantification. Int. J. Comput. Assist. Radiol. Surg. 11 (2) (2016)
Stephanie Lessmann, Jan Siegemund, Mirko Meuter, Jens Westerhoff, Josef Pauli
Improving robustness for real-time vehicle egomotion estimation. Intelligent Vehicles Symposium (2016)
Cosmin Adrian Morariu, Farnoush Zohourian, Daniel Sebastian Dohle, Konstantinos Tsagakis, Josef Pauli
Unsupervised extraction of the aortic dissection membrane based on a multiscale piecewise ridge model. ISBI (2016)
Stephanie Lessmann, Mirko Meuter, Dennis Müller, Josef Pauli
Probabilistic distance estimation for vehicle tracking application in monocular vision. Intelligent Vehicles Symposium (2016)
Cosmin Adrian Morariu, Stephan Benjamin Huckfeldt, Daniel Sebastian Dohle, Konstantinos Tsagakis, Josef Pauli
A Greedy Completion Algorithm for Retrieving Fuzzy Fine Structures - Application to Aortic Lumina Separation in CTA Data. Bildverarbeitung für die Medizin (2016)
Cosmin Adrian Morariu, Malte Thomas, Josef Pauli, Daniel Sebastian Dohle, Konstantinos Tsagakis
Sequential vs. batch machine-learning with evolutionary hyperparameter optimization for segmenting aortic dissection thrombus. ICPR (2016)
Fabian Bürger, Josef Pauli
Understanding the Interplay of Simultaneous Model Selection and Representation Optimization for Classification Tasks. ICPRAM (2016)
Stephanie Lessmann, Jens Westerhoff, Mirko Meuter, Josef Pauli
Learning a Confidence Measure for Real-Time Egomotion Estimation. GCPR (2016)
Cosmin Adrian Morariu, Daniel Sebastian Dohle, Konstantinos Tsagakis, Josef Pauli
Extraction of the Aortic Dissection Membrane via Spectral Phase Information. Bildverarbeitung für die Medizin (2015)
Michael Korn, Josef Pauli
KinFu MOT: KinectFusion with Moving Objects Tracking. VISAPP (3) (2015)
Fabian Bürger, Josef Pauli
A Holistic Classification Optimization Framework with Feature Selection, Preprocessing, Manifold Learning and Classifiers. ICPRAM (Selected Papers) (2015)
Jens Hoefinghoff, Astrid M. Rosenthal-von der Pütten, Josef Pauli, Nicole C. Krämer
"Yes Dear, that Belongs into the Shelf!" - Exploratory Studies with Elderly People Who Learn to Train an Adaptive Robot Companion. ICSR (2015)
Cosmin Adrian Morariu, Tobias Terheiden, Daniel Sebastian Dohle, Konstantinos Tsagakis, Josef Pauli
Enabling Endovascular Treatment of Type A Dissections. Bildverarbeitung für die Medizin (2015)
Jens Hoefinghoff, Astrid M. Rosenthal-von der Pütten, Josef Pauli, Nicole C. Krämer
You and your robot companion - A framework for creating robotic applications usable by non-experts. RO-MAN (2015)
Cosmin Adrian Morariu, Daniel Sebastian Dohle, Tobias Terheiden, Konstantinos Tsagakis, Josef Pauli
Local Surface Estimation from Arbitrary 3D Contour Sets for Aortic Quantification. Bildverarbeitung für die Medizin (2015)
Jens Hoefinghoff, Josef Pauli
Integration of Adaptivity and Adaption for the Creation of Customizable Robot Companions. ISCT (2015)
Fabian Bürger, Josef Pauli
Automatic Representation and Classifier Optimization for Image-based Object Recognition. VISAPP (2) (2015)
Laura Steinert, Jens Hoefinghoff, Josef Pauli
Online Vision- and Action-Based Object Classification Using Both Symbolic and Subsymbolic Knowledge Representations. CoRR (2015)
Fabian Bürger, Josef Pauli
Representation Optimization with Feature Selection and Manifold Learning in a Holistic Classification Framework. ICPRAM (1) (2015)
Fabian Bürger, Christoph Buck, Josef Pauli, Wolfram Luther
Image-based Object Classification of Defects in Steel using Data-driven Machine Learning Optimization. VISAPP (2) (2014)
Johannes Herwig, Matthias Sobczyk, Josef Pauli
Tone Mapping for Single-shot HDR Imaging. VISAPP (1) (2014)
Kun Zhao, Mirko Meuter, Stefan Müller-Schneiders, Josef Pauli
A novel multi-hypothesis tracking framework for lane recognition. FUSION (2014)
Johannes Herwig, Timm Linder, Josef Pauli
Removing Motion Blur using Natural Image Statistics. ICPRAM (2014)
Cosmin Adrian Morariu, Tobias Terheiden, Daniel Sebastian Dohle, Konstantinos Tsagakis, Josef Pauli
Graph-Based and Variational Minimization of Statistical Cost Functionals for 3D Segmentation of Aortic Dissections. GCPR (2014)
Kun Zhao, Uri Iurgel, Mirko Meuter, Josef Pauli
An automatic online camera calibration system for vehicular applications. ITSC (2014)
Cosmin Adrian Morariu, Daniel Sebastian Dohle, Tobias Terheiden, Konstantinos Tsagakis, Josef Pauli
Polar-Based Aortic Segmentation in 3D CTA Dissection Data Using a Piecewise Constant Curvature Model. Bildverarbeitung für die Medizin (2014)
Michael Korn, Martin Holzkothen, Josef Pauli
Color Supported Generalized-ICP. VISAPP (3) (2014)
Cosmin Adrian Morariu, Sebastian Gross, Josef Pauli, Til Aach
Segmentierung von Kolonpolypen in NBI-Bildmaterial mittels gaborfilterbasierten Multikanal-Level-Sets. Bildverarbeitung für die Medizin (2013)
Johannes Herwig, Stephanie Lessmann, Fabian Bürger, Josef Pauli
Adaptive anomaly detection within near-regular milling textures. ISPA (2013)
Jens Hoefinghoff, Josef Pauli
Reversal Learning Based on Somatic Markers. ACII (2013)
Fabian Bürger, Josef Pauli
Unsupervised Segmentation of Anomalies in Sequential Data, Images and Volumetric Data Using Multiscale Fourier Phase-Only Analysis. SCIA (2013)
Jens Hoefinghoff, Laura Hoffmann, Nicole C. Krämer, Josef Pauli
Deciding like Humans Do. FLAIRS Conference (2013)
Jens Hoefinghoff, Laura Steinert, Josef Pauli
Implementation of a Decision Making Algorithm Based on Somatic Markers on the Nao Robot. AMS (2012)
Jens Hoefinghoff, Josef Pauli
Decision Making Based on Somatic Markers. FLAIRS Conference (2012)
Kun Zhao, Mirko Meuter, Christian Nunn, Dennis Müller, Stefan Müller-Schneiders, Josef Pauli
A novel multi-lane detection and tracking system. Intelligent Vehicles Symposium (2012)
Cosmin Adrian Morariu, Sebastian Gross, Josef Pauli, Til Aach
Geodesische Aktive Konturen zur Lokalisierung von Polypen in der optischen Koloskopie. CURAC (2012)
Dennis Müller, Josef Pauli, Mirko Meuter, Lali Ghosh, Stefan Müller-Schneiders
A generic video and radar data fusion system for improved target selection. Intelligent Vehicles Symposium (2011)
Kun Zhao, Zhenyu Tang, Josef Pauli
Automatic segmentation and diameter measurement of coronary artery vessels. Medical Imaging: Image Processing (2011)
Zhenyu Tang, Josef Pauli
Fully automatic extraction of human spine curve from MR images using methods of efficient intervertebral disk extraction and vertebra registration. Int. J. Comput. Assist. Radiol. Surg. 6 (1) (2011)
Johannes Herwig, Josef Pauli
Data-driven recognition of self-dual binary symbols on curved and reflective surfaces. ISPA (2011)
Johannes Herwig, Josef Pauli
Regularized Color Demosaicing via Luminance Approximation. CGIV/MCS (2010)
Todor Dimitrov, Josef Pauli, Edwin Naroska
Unsupervised Recognition of ADLs. SETN (2010)
Maria Sagrebin, Daniel Caparròs Lorca, Daniel Stroh, Josef Pauli
Robust Object Tracking by Simultaneous Generation of an Object Model. VISAPP (2) (2009)
Maria Sagrebin, Josef Pauli
Improved Time-to-Contact Estimation by Using Information from Image Sequences. AMS (2009)
Michael Müller, Dennis Senftleben, Josef Pauli
Parameter Evolution: A Design Pattern for Active Vision. KI (2009)
Michael Müller, René Keimling, Sascha Lang, Josef Pauli, Uta Dahmen, Olaf Dirsch
Estimating Blood Flow Velocity in Liver Vessels. Bildverarbeitung für die Medizin (2009)
Dennis Müller, Josef Pauli, Christian Nunn, Steffen Michael Görmer, Stefan Müller-Schneiders
Time to contact estimation using interest points. ITSC (2009)
Johannes Herwig, Josef Pauli
Recovery of the Response Curve of a Digital Imaging Process by Data-centric Regularization. VISAPP (1) (2009)
Zhenyu Tang, Josef Pauli, Haider Albassam
Extraction of Sartorius Muscle with Tendon Attachment Sites from MR Images by Using Active Shape Model. GI Jahrestagung (2009)
Maria Sagrebin, Josef Pauli
Real-Time Moving Object Detection for Video Surveillance. AVSS (2009)
Andrey Sluzhivoy, Josef Pauli, Volker Rölke, Anastasia Noglik
Improving the Run-Time Performance of Multi-class Support Vector Machines. DAGM-Symposium (2008)
Todor Dimitrov, Josef Pauli, Edwin Naroska, Christian Ressel
Structured Learning of Component Dependencies in AmI Systems. IAT (2008)
Maria Sagrebin, Josef Pauli, Johannes Herwig
Behavior Based Robot Localisation Using Stereo Vision. RobVis (2008)
Todor Dimitrov, Josef Pauli, Edwin Naroska
A probabilistic reasoning framework for smart homes. MPAC (2007)
T. Köpsel, Anastasia Noglik, Josef Pauli
Evolutionäre Algorithmen zur Topologieentwicklung von Neuronalen Netzen für die Roboter-Navigation im praktischen Einsatz. AMS (2007)
Dirk Kukulenz, Klaus-Peter Herget, Josef Pauli
Improving Retrieval by a Similarity Thesaurus based on Hyperlink Structure. Databases and Applications (2005)
Josef Pauli
Vision, Learning, Robotics - Serviceteil. Künstliche Intell. 17 (2) (2003)
Josef Pauli
Aspects of Learning-Based. Künstliche Intell. 17 (2) (2003)
Christian Perwass, Josef Pauli, Gerald Sommer
VISATEC: Vision-based Integrated Systems Adaptive to Task and Environment with Cognitive abilities. Künstliche Intell. 17 (3) (2003)
Dirk Kukulenz, Josef Pauli
Prediction of Navigation Profiles in a Distributed Internet Environment through Learning of Graph Distributions. Int. J. Comput. Intell. Appl. 2 (3) (2002)
Josef Pauli, Gerald Sommer
Perceptual organization with image formation compatibilities. Pattern Recognit. Lett. 23 (7) (2002)
Josef Pauli, Arne Schmidt, Gerald Sommer
Vision-based integrated system for object inspection and handling. Robotics Auton. Syst. 37 (4) (2001)
Josef Pauli, Arne Schmidt, Gerald Sommer
Servoing Mechanisms for Peg-In-Hole Assembly Operations. RobVis (2001)
Josef Pauli, Gerald Sommer
Compatibilities for the Perception-Action Cycle. RobVis (2001)
Josef Pauli, Gerald Sommer
Ellipsoidal Bias in Learning Appearance-Based Recognition Functions. Theoretical Foundations of Computer Vision (2000)
Dirk Kukulenz, Josef Pauli
Navigation-Dependent Visualization of Distributed Internet Structures. IV (2000)
Josef Pauli, Gerald Sommer
Compatibilities for Boundary Extraction. DAGM-Symposium (2000)
Josef Pauli
Learning to Recognize and Grasp Objects. Mach. Learn. 31 (1-3) (1998)
Josef Pauli
Learning to Recognize and Grasp Objects. Auton. Robots 5 (3-4) (1998)
Josef Pauli
Projective Invariance and Orientation Consensus for Extracting Boundary Configurations. DAGM-Symposium (1997)
Josef Pauli
Learning Operators for View Independent Object Recognition. BMVC (1996)

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Publication Activity (10 Years)

Top Topics

Top Venues

Josef Pauli