Publications

Here you will find all publications of the ISS

Publications of the Institute of Signal Processing and Systems Theory

A. Röhrle, B. Kleiner, C. Dolar, M. Ulrich, Y. Abdelrahman, B. Yang, A. Schmidt, O. Röhrle
Untersuchungen für feuerwehrtaugliche Wärmebildkameras
vfdb, 4/19
 
G. Hakobyan, K. Armanious, B. Yang
Interference-Aware Cognitive Radar: A Remedy to the Automotive Interference Problem
IEEE Transactions on Aerospace and Electronic Systems, 2019
 
Bartler, A., Wiewel, F., Mauch, L., Yang, B.
Training Variational Autoencoders with Discrete Latent Variables Using Importance Sampling
European Signal Processing Conference (EUSIPCO), September, A Coruna, Spain, 2019.
 
Schwartz, M.; Wilhelm, Y.; Liu, Y.; Martirosian, P.; Yang, B.; Schick, F.; Gatidis, S. & Küstner, T.
Deep Learning Based MR Image Quality Assessment and Artifact Localization for Application in Clinical Practice
Proceedings of the European Society for Magnetic Resonance in Medicine (ESMRMB), 2019
 
Küstner, T.; Schwartz, M.; Zhu, Y.; Pan, J.; Yang, B.; Gatidis, S.; Schick, F. & Machann, J.
Automated and standardized whole-body adipose tissue segmentation in T1-weighted FSE
Proceedings of the ISMRM Workshop on MRI of Obesity and Metabolic Disorders, 2019
 
Küstner, T.; Mo, K.; Yang, B.; Schick, F.; Gatidis, S. & Armanious, K.
Retrospective deep learning based motion correction from complex-valued imaging data
Proceedings of the European Society for Magnetic Resonance in Medicine (ESMRMB), 2019
Certificate of Merit Award
 
Küstner, T.; Bustin, A.; Neji, R.; Botnar, R. & Prieto, C.
3D Cartesian Whole-heart CINE MRI Exploiting Patch-based Spatial and Temporal Redundancies
Proceedings of the European Society for Magnetic Resonance in Medicine (ESMRMB), 2019
 
Küstner, T.; Bustin, A.; Jaubert, O.; Neji, R.; Prieto, C. & Botnar, R.
3D Cartesian fast interrupted steady-state (FISS) imaging
Magnetic Resonance in Medicine, 2019
 
Küstner, T.; Armanious, K.; Yang, J.; Yang, B.; Schick, F. & Gatidis, S.
Retrospective correction of motion-affected MR images using deep learning frameworks
Magnetic Resonance in Medicine, 2019
 
Fuin, N.; Bustin, A.; Kuestner, T.; Botnar, R. & Prieto, C.
A Variational Neural Network for Whole-Heart Coronary MRA Reconstruction
Proceedings of Society for Cardiovascular Magnetic Resonance (SCMR), 2019
 
Fuin, N.; Bustin, A.; Küstner, T.; Botnar, R. & Prieto, C.
A Variational Neural Network for Accelerating Free-breathing Whole-Heart Coronary MR Angiography
Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), 2019

Armanious, K.; Küstner, T.; Yang, B. & Gatidis, S.
Adversarial inpainting of MR images using deep adversarial networks
Proceedings of the European Society for Magnetic Resonance in Medicine (ESMRMB), 2019
 
Armanious, K.; Küstner, T.; Reimold, M.; Nikolaou, K.; La, C. F.; Yang, B. & Gatidis, S.
Independent brain 18F-FDG PET attenuation correction using a deep learning approach with Generative Adversarial Networks.
Hellenic journal of nuclear medicine, 2019
 
Armanious, K.; Jiang, C.; Abdulatif, S.; Küstner, T.; Gatidis, S. & Yang, B.
Unsupervised Medical Image Translation Using Cycle-MedGAN
European Association for Signal Processing (EUSIPCO), 2019
 
Sherif Abdulatif, Karim Armanious, Fady Aziz, Urs Schneider, Bin Yang
IEEE International Radar Conference 2019, September 2019, Toulon, France.
 
Karim Armanious, Sherif Abdulatif, Fady Aziz, Urs Schneider, Bin Yang
27th IEEE European Signal Processing Conference (EUSIPCO), September 2019, A Coruña, Spain.
 
Sherif Abdulatif, Fady Aziz, Karim Armanious, Bernhard Kleiner, Bin Yang, Urs Schneider
IEEE Radar Conference (RadarConf), April 2019, Boston, Massachusetts USA.
 
Gor Hakobyan and Bin Yang
High-Performance Automotive Radar: A review of Signal Processing Algorithms and Modulation Schemes
IEEE Signal Processing Magazine, September 2019
 
Gor Hakobyan, Michael Ulrich, Bin Yang
OFDM-MIMO Radar with Optimized Non-Equidistant Subcarrier Interleaving
IEEE Transactions on Aerospace and Electronic Systems, 2019
 
Patrick Schlachter, Yiwen Liao and Bin Yang
IEEE Data Science Workshop (DSW), June 2019, Minneapolis, Minnesota, USA.
 

Kanil Patel, Kilian Rambach, Tristan Visentin, Daniel Rusev, Michael Pfeiffer, Bin Yang
Deep Learning-based Object Classification on Automotive Radar Spectra
Radar Conf, 2019

Küstner, T., Müller, S., Fischer, M., Schwartz, M., Martirosian, P., Yang, B., Schick, F. & Gatidis, S.
Automated organ segmentation of liver and spleen in whole-body T1-weighted MR images: Transfer learning between epidemiological cohort studies.
Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), May, Montreal, Canada, 2019. 

Küstner, T., Bustin, A., Jaubert, O., Neji, R., Prieto, C. & Botnar, R. M.
3D Cartesian Fast-interrupted Steady-state Sequence (FISS) with Intrinsic Fat Suppression.
Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), May, Montreal, Canada, 2019.

Küstner, T., Yang, B., Schick, F., Gatidis, S. & Armanious, K. 
Retrospective motion correction using deep learning.
Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), May, Montreal, Canada, 2019.
Magna Cum Laude Paper Award

Küstner, T., Schwartz, M., Zhu, Y., Martirosian, P., Yang, B., Gatidis, S., Machann, J. & Schick, F. 
Automated whole-body adipose tissue segmentation in T1-weighted fast spin echo imaging in a cohort of subjects at increased risk for type 2 diabetes.
Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), May, Montreal, Canada, 2019.
Magna Cum Laude Paper Award

Küstner, T., Bustin, A., Cruz, G., Correia, T., Ginami, G., Neji, R., Botnar, R. M. & Prieto, C. 
3D Cartesian Free-running Cardiac and Respiratory Resolved Whole-heart MRI.
Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), May, Montreal, Canada, 2019.

Liebgott, A., Yi, J., Küstner, T., Nikolaou, K., Yang, B. & Gatidis, S.
Reinforcement Learning for Automated Reference-free MR Image Quality Assessment.
Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), May, Montreal, Canada, 2019.

Liebgott, A., Steyer-Ege, J., Hepp, T., Küstner, T., Nikolaou, K., Yang, B. & Gatidis, S.
Feature Reduction and Selection: a Study on their Importance in the Context of Radiomics.
Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), May, Montreal, Canada, 2019.

Fischer, M., Walter, S., Klinger, C., Küstner, T., Yang, B., Notohamiprodjo, M. & Schick, F. 
Automated Deep Learning based 3D Hip Segmentation in PD-weighted MR images of a large-scale cohort study.
Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), May, Montreal, Canada, 2019.

Schwartz, M., Martirosian, P., Küstner, T., Steidle, G., Feiweier, T., Yang, B. & Schick, F. 
Whole-Body Mapping of Spontaneous Mechanical Activities in Musculature.
Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), May, Montreal, Canada, 2019.

Schwartz, M., Steidle, G., Martirosian, P., Küstner, T., Machann, J., Weigert, C., Yang, B. & Schick, F.
Longitudinal Analysis of Spontaneous Mechanical Activities in Resting Leg Musculature Assessed by Diffusion-Weighted Imaging: Preliminary Results.
Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), May, Montreal, Canada, 2019.

2018
Küstner, T., Bustin, A., Cruz, G., Correia, T., Ginami, G., Neji, R., Botnar, R. M. & Prieto, C.
Towards 3D Cartesian Isotropic Free-running Cardiac and Respiratory Resolved Whole-heart MRI.
Proceedings of Society for Cardiovascular Magnetic Resonance (SCMR), 2019.
SCMR Travel Award

Küstner, T., Bustin, A., Jaubert, O., Neji, R., Prieto, C. & Botnar, R. M.
3D Cartesian fast-interrupted steady-state sequence with intrinsic fat suppression for cardiovascular imaging.
Proceedings of Society for Cardiovascular Magnetic Resonance (SCMR), 2019.

Lukas Mauch and Bin Yang
Least-Squares Based Layerwise Pruning of Convolutional Neural Networks
IEEE Statistical Signal Processing Workshop (SSP), 2018


Lukas Mauch, Lukas Enderich and Bin Yang
Deep Neural Network Inference with reduced word length
arXiv, 2018


Faezeh Fallah, Sven S. Walter, Fabian Bamberg, Bin Yang 
Simultaneous Volumetric Segmentation of Vertebral Bodies and Intervertebral Discs on Fat-Water MR Images 
IEEE Journal of Biomedical and Health Informatics (2018) 
DOI: 10.1109/JBHI.2018.2872810

Faezeh Fallah, Bin Yang, Sven S. Walter, Fabian Bamberg 
Hierarchical Feature-learning Graph-based Segmentation of Fat-Water MR Images (Best Paper Award 
Proceedings of the IEEE Conference on Signal Processing, Algorithms, Architectures, Arrangements, and Applications (SPA), September 2018, Poznan, Poland.

Faezeh Fallah, Bin Yang, Sven S. Walter, Fabian Bamberg 
A Hierarchical Ensemble Classifier for Multilabel Segmentation of Fat-Water MR Images 
Proceedings of the European Signal Processing Conference (EUSIPCO), September 2018, Rome, Italy

Michael Ulrich and Bin Yang
Short-Duration Doppler Spectrogram for Person Recognition with a Handheld Radar
Proceedings of the 26th European Signal Processing Conference (EUSIPCO), Rome, Italy, September 2018.

Bartler, A., Mauch, L., Yang, B., Reuter, M. & Stoicescu, L.
Automated Detection of Solar Cell Defects with Deep Learning
European Signal Processing Conference (EUSIPCO), September 2018, Rome, Italy.

Patrick Schlachter and Bin Yang
Active Learning for One-Class Classification Using Two One-Class Classifiers
European Signal Processing Conference (EUSIPCO), September 2018, Rome, Italy.

Michael Ulrich, Thomas Hess, Sherif Abdulatif, and Bin Yang
Person Recognition based on Micro-Doppler and Thermal Infrared Camera Fusion for Firefighting
Proceedings of the International Conference on Information Fusion (FUSION), Cambridge, UK, July 2018.

Küstner, T., Gatidis, S., Liebgott, A., Schwartz, M., Mauch, L., Martirosian, P., Schmidt, H., Schwenzer, N., Nikolaou, K., Bamberg, F., Yang, B. & Schick, F.
A machine-learning framework for automatic reference-free quality assessment in MRI.
Magnetic Resonance Imaging, 53, 134 - 147, 2018.

Liebgott, A., Küstner, T., Strohmeier, H., Hepp, T., Mangold, P., Martirosian, P., Bamberg, F., Nikolaou, K., Yang, B. & Gatidis, S.
ImFEATbox - A toolbox for extraction and analysis of medical image features
International Journal of Computer Assisted Radiology and Surgery, Sep. 2018. doi: https://doi.org/10.1007/s11548-018-1859-7

Martirosian, P.; Pohmann, R.; Schraml, C.; Schwartz, M.; Küstner, T.; Schwenzer, N. F.; Scheffler, K.; Nikolaou, K. & Schick, F.
Spatial-temporal perfusion patterns of the human liver assessed by pseudo-continuous arterial spin labeling MRI
Zeitschrift für Medizinische Physik, 2018.

Milde, S., Liebgott, A., Wu, Z., Feng, W., Yang, J., Mauch, L., Martirosian, P., Bamberg, F., Nikolaou, K., Gatidis, S., Schick, F., Yang, B. & Küstner, T.
Graphical User Interface for Medical Deep Learning - Application to Magnetic Resonance Motion Artifact Detection
Proceedings of the IEEE Asia-Pacific Signal and Information Processing Association (APSIPA), Honolulu, Hawaii, 2018.

Küstner, T., Müller, S., Fischer, M., Weiss J., Nikolaou, K., Bamberg, F., Yang, B., Schick, F. & Gatidis, S.
Semantic Organ Segmentation in 3D whole-body MR images
Proceedings of the IEEE International Conference on Image Processing (ICIP), Athen, Greece, 2018.

Chunlai Wang, Jiawei Yu, Lukas Mauch and Bin Yang
Binary Segmentation Based Class Extension in Semantic Image Segmentation Using Convolutional Neural Networks
Proceedings of the IEEE International Conference on Image Processing (ICIP), Athen, Greece, 2018.

Chunlai Wang, Lukas Mauch, Mehul Manoj Saxena and Bin Yang
On the contextual aspects of using deep convolutional neural network for semantic image segmentation 
Journal of Electronic Imaging, 2018, 27(5): 051223.

Karim Said Barsim and Bin Yang
On the Feasibility of Generic Deep Disaggregation for Single-Load Extraction
The 4th International Workshop on Non-Intrusive Load Monitoring, March 2018, Austin, Texas, USA
Best Paper Award

Hakobyan, G., Armanious, K., Yang, B.
Coexistence Via Awareness: Cognitive Radar as a Remedy to the Automotive Interference Problem
IEEE Transactions on Vehicular Technology, Februar 2018

Küstner, T., Jandt, M., Liebgott, A., Mauch, L., Martirosian, P., Bamberg, F., Nikolaou, K., Gatidis, S., Yang, B. & Schick, F.
Motion artifact quantification and localization for whole-body MRI
Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), June, Paris, France, 2018.
Magna Cum Laude Award

Küstner, T., Schwartz, M., Martirosian, P., Nikolaou, K., Gatidis, S., Yang, B. & Schick, F.
Improved subsampling trajectory for reliable assessment of cardiac and respiratory motion in 5D MRI for body motion correction
Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), June, Paris, France, 2018.

Küstner, T., Fischer, M., Müller, S., Gutmann, D., Nikolaou, K., Bamberg, F., Yang, B., Schick, F. & Gatidis, S. Automated segmentation of abdominal organs in T1-weighted MR images using a deep learning approach: application on a large epidemiological MR study
Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), June, Paris, France, 2018.

Küstner, T., Liu, K., Liebgott, A., Mauch, L., Martirosian, P., Bamberg, F., Nikolaou, K., Yang, B., Schick, F. & Gatidis, S.
Simultaneous detection and identification of MR artifact types in whole-body imaging
Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), June, Paris, France, 2018.
Magna Cum Laude Award

Liebgott, A., Boborzi, D., Gatidis, S., Schick, F., Nikolaou, K., Yang, B. & Küstner, T.
Active Learning for automated reference-free MR image quality assessment: descreasing the number of required training samples by reduction of intra-batch redundancy
Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM), June, Paris, France, 2018.

A. Liebgott, S. Gatidis, F. Liebgott, K. Nikoalou and B. Yang
Automated Detection of High FDG Uptake Regions in CT Images
Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2018, April 2018, Calgary, Canada.

Küstner, T., Jandt, M., Liebgott, A., Mauch, L., Martirosian, P., Bamberg, F., Nikolaou, K., Gatidis, S., Schick, F. & Yang, B.
Automatic Motion Artifact Detection for Whole-Body Magnetic Resonance Imaging
Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2018, Calgary, Canada.

Liebgott, A., Milde, S., Jandt, M., Mauch, L., Martirosian, P., Bamberg, F., Schick, F., Nikolaou, K., Yang, B., Gatidis, S. & Küstner, T.
Impact of Labeling Process on Automated Motion Artifact Detection in Whole-Body MR Images with a Deep Learning Approach: A Comparative Study
Proceedings of the ISMRM Workshop on Machine Learning, 2018, Pacific Grove, CA, USA.

Faezeh Fallah, Doychin Mariyanov Tsanev, Bin Yang, Sven Walter, Fabian Bamberg 
A Novel Objective Function Based on a Generalized Kelly Criterion for Deep Learning 
Proceedings of the IEEE Conference on Signal Processing, Algorithms, Architectures, Arrangements, and Applications (SPA), September 2017, Poznan, Poland.

Faezeh Fallah, Bin Yang, Fabian Bamberg 
Accurate Robust Nonlinear Surface Registration with Simultaneous Point Cloud and Triangular Mesh Representation 
Proceedings of the IEEE Conference on Signal Processing, Algorithms, Architectures, Arrangements, and Applications (SPA), September 2017, Poznan, Poland.

Faezeh Fallah, Bin Yang, Fabian Bamberg 
Automatic Atlas-Guided Constrained Random Walker Algorithm for 3D Segmentation of Muscles on Water Magnetic Resonance Images 
Proceedings of the European Signal Processing Conference (EUSIPCO), September 2017, Kos Island, Greece.

M. Schwartz, G. Steidle, P. Martirosian, A. Ramos-Murguialday, H. Preißl, A. Stemmer, B. Yang, F. Schick
Spontaneous Mechanical Activities in Healthy Human Leg Musculature Visible in DWI and their Relation to Electrical Activities in EMG
Imaging in Neuromuscular Disease 2017, November 2017, Berlin, Germany

M. Schwartz, P. Martirosian, G. Steidle, M. Erb, B. Yang, F. Schick
Feasibility of real-time surface electromyography-triggered diffusion-weighted imaging for prospective imaging of spontaneous unintentional focal muscular motion in human calf musculature
Proceedings of the 34th Annual Scientific Meeting ESMRMB 2017, October 2017, Barcelona, Spain

M. Schwartz, G. Steidle, P. Martirosian, A. Ramos-Murguialday, A. Stemmer, B. Yang, F. Schick
Estimation of the Sensitivity Characteristics and Detection Capability of Diffusion-Weighted MR Sequences in Imaging Spontaneous Mechanical Activity in Musculature
Proceedings of the Annual Meeting ISMRM 2017, April 2017, Honolulu, USA

M. Schwartz, P. Martirosian, G. Steidle, M. Erb, B. Yang, F. Schick
Assessment of Spontaneous Mechanical Activities in Musculature by Simultaneous Multi-Slice Diffusion-Weighted Imaging with Fiber-Tractography Data Validation
Proceedings of the Annual Meeting ISMRM 2017, April 2017, Honolulu, USA

M. Schwartz, G. Steidle, P. Martirosian, A. Ramos-Murguialday, H. Preißl, A. Stemmer, B. Yang, F. Schick
Spontaneous Mechanical and Electrical Activities of Human Calf Musculature at Rest Assessed by Repetitive Single-Shot Diffusion-Weighted MRI and Simultaneous Surface Electromyography
Magnetic Resonance in Medicine, 2017

P. Martirosian, R. Pohmann, M. Schwartz, T. Küstner, W. Binder, C. Schraml, N.F. Schwenzer, F. Seith, K. Scheffler, K. Nikolaou, F. Schick
Measurement of lung perfusion using optimized pseudo-continuous arterial spin labeling of pulmonary arteries and fast True-FISP imaging at 3 Tesla
Proceedings of the Annual Meeting ISMRM 2017, April 2017, Honolulu, USA

Michael Ulrich, Florian Maile, Andreas Löcklin and Bin Yang , Bernhard Kleiner and Nils Ziegenspeck
A Model for Improved Association of Radar and Camera Objects in an Indoor Environment
Proceedings of the 11th IEEE Symposium Sensor Data Fusion (SDF), 2017

T. Küstner, A. Liebgott, L. Mauch, P. Martirosian, F. Bamberg, K. Nikolaou, B. Yang, F. Schick, S. Gatidis
Automated reference-free detection of motion artifacts in magnetic resonance images
Magnetic Resonance Materials in Physics, Biology and Medicine, 2017.

T. Küstner, M. Schwartz, P. Martirosian, S. Gatidis, F. Seith, C. Gilliam, T. Blu, H. Fayad, D. Visvikis, F. Schick, B. Yang, H. Schmidt, NF. Schwenzer
MR-based respiratory and cardiac motion correction for PET imaging
Medical Image Analysis, 2017.

J. Weiss, P. Martirosian, J. Taron, A. Othman, T. Küstner, M. Erb, J. Bedke, F. Bamberg, K. Nikolaou, M. Notohamiprodjo
Feasibility of Accelerated Simultaneous Multi-Slice Diffusion-weighted MR Imaging of the Prostate
Journal of Magnetic Resonance Imaging, 46(5):1507-1515, 2017.

T. Küstner, M. Schwartz, S. Gatidis, NF. Schwenzer, H. Schmidt, B. Yang, C. Gilliam, T. Blu, F. Schick
Local All-Pass Filter (LAP): Efficient Optical Flow-Based Image Registration
Proceedings of the ISMRM Workshop on Motion Correction in MRI and MRS 2017, September 2017, Cape Town, South Africa.

T. Küstner, A. Liebgott, L. Mauch, P. Martirosian, F. Schick, F. Bamberg, K. Nikolaou, B. Yang, S. Gatidis
Automatic reference-free motion artifact detection and quantification in T1-weighted MR images of the head and abdomen
Proceedings of the Annual Scientific Meeting ESMRMB, October 2017, Barcelona, Spain.

C. Zhang, P. Martirosian, M. Schwartz, T. Küstner, F. Schick, K. Nikolaou and M. Notohamiprodjo
Evaluation of 3D Arterial Spin Labeling Technique for Perfusion Measurements of Entire Human Kidneys using a Turbo Gradient Spin Echo Sequence
Proceedings of the Annual Scientific Meeting ESMRMB 2017, October 2017, Barcelona, Spain.

Florian Liebgott and Bin Yang
Active Learning with Cross-Dataset Validation in Event-Based Non-Intrusive Load Monitoring
Proceedings of the 25th European Signal Processing Conference (EUSIPCO), Kos, Greece, 2017

Michael Ulrich, Yinglai Yang and Bin Yang
Design of Multi-Carrier MIMO Radar Array for DOA Estimation
Proceedings of the 25th European Signal Processing Conference (EUSIPCO), 2017

Simon Blum, Michael Ulrich and Bin Yang
A Continuous Cost Function for the Reconstruction of Wired Networks from Reflection Measurements
Proceedings of the 25th European Signal Processing Conference (EUSIPCO), 2017

Chunlai Wang, Bin Yang and Yiwen Liao
Unsupervised image segmentation using convolutional autoencoder with total variation regularization as preprocessing
Proceedings of the International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2017

Lukas Mauch and Bin Yang
A Novel Layerwise Pruning Method for Model Reduction of Fully Connected Deep Neural Networks
Proceedings of the International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2017


Lukas Mauch and Bin Yang
Selecting Optimal Layer Reduction Factors for Model Reduction of Deep Neural Networks
Proceedings of the International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2017


Lukas Mauch, Chunlai Wang and Bin Yang
Subset selection for visualization of relevant image fractions for deep learning based semantic image segmentation
Journal of the Franklin Institute, 2017, 0016-0032

Gor Hakobyan and Bin Yang
A Novel Inter-Carrier-Interference Free Signal Processing Scheme for OFDM Radar
IEEE Transactions on Vehicular Technology, 2017

Michael Ulrich and Bin Yang
IQ and array calibration for FMCW radar
Proc. Intern. Radar Symposium (IRS), June 2017

Monika Ouza, Michael Ulrich and Bin Yang
A Simple Radar Simulation Tool for 3D Objects based on Blender
Proc. Intern. Radar Symposium (IRS), June 2017

F. Seith, H. Schmidt, J. Kunz, T. Küstner, S. Gatidis, K. Nikolaou, C. La Fougère and NF. Schwenzer
Simulation of tracer dose reduction in (18)F-FDG-Positron emission tomography / magnetic resonance imaging (PET/MRI): Effects on oncologic reading, image quality and artifacts
Journal of Nuclear Medicine, 2017

T. Küstner, C. Würslin, M. Schwartz, H. Fayad, T. Merlin, C. Gilliam, T. Blu, P. Martirosian, F. Schick, B. Yang, H. Schmidt and NF. Schwenzer
Motion correction on a human PET/MR scanner: Clinical feasibility of a motion correction system in patients – an update report
Proceedings of the Annual Meeting ISMRM 2017, April 2017, Honolulu, Hawaii, USA.
Summa Cum Laude Paper Award

T. Küstner, A. Liebgott, L. Mauch, P. Martirosian, K. Nikolaou, F. Schick, B. Yang and S. Gatidis
Automatic reference-free detection and quantification of MR image artifacts in human examinations due to motion
Proceedings of the Annual Meeting ISMRM 2017, April 2017, Honolulu, Hawaii, USA.

S. Gatidis, A. Liebgott, M. Schwartz, P. Martirosian, F. Schick, K. Nikolaou, B. Yang and T. Küstner
Automated reference-free assessment of MR image quality using an active learning approach: comparison of Support Vector Machine versus Deep Neural Network classification
Proceedings of the Annual Meeting ISMRM 2017, April 2017, Honolulu, Hawaii, USA.
1st Prize Cardiac Study Group

A. Liebgott, S. Gatidis, P. Martirosian, F. Schick, B. Yang and T. Küstner
ImFEATbox: An MR Image Processing Toolbox for Extracting and Analyzing Features
Proceedings of the Annual Meeting ISMRM 2017, April 2017, Honolulu, Hawaii, USA.

J. Weiß, P. Martirosian, J. Taron, A. Othman, T. Küstner, M. Erb, J. Bedke, F. Bamberg, K. Nikolaou and M. Notohamiprodjo
Feasibility of Accelerated Simultaneous Multi-Slice Diffusion-weighted MR Imaging of the Prostate
Proceedings of the Annual Meeting ISMRM 2017, April 2017, Honolulu, Hawaii, USA.

J. Taron, P. Martirosian, T. Küstner, M. Notohamiprodjo, J. Weiß, A. Othman, K. Nikolaou and C. Schraml
Scan time reduction in DWI of the pancreas using simultaneous multislice technique with different acceleration factors: how fast can we go?
Proceedings of the Annual Meeting ISMRM 2017, April 2017, Honolulu, Hawaii, USA.

D. Bleh, M. Rösch, M. Kuri, A. Dyck, A. Tessmann, A. Leuther, S. Wagner, B. Weismann-Thaden, H.-P. Stulz, M. Zink, M. Rießle, R. Sommer, J. Wilcke, M. Schlechtweg, B. Yang, O. Ambacher
W-Band Time-Domain Multiplexing FMCW MIMO Radar for Far Field 3D Imaging
IEEE Transactions on Microwaves Theory and Techniques


T. Küstner, P. Wolf, M. Schwartz, A. Liebgott, F. Schick, S. Gatidis and B. Yang
An easy-to-use image labeling platform for automatic Magnetic Resonance Image Quality Assessment
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging ISBI 2017,
April 2017, Melbourne, Australia.

Chunlai Wang, Lukas Mauch, Ze Guo and Bin Yang
On Semantic Image Segmentation Using Deep Convolutional Neural Network with Shortcuts and Easy Class Extension
Proceedings of The Sixth International Conference on Image Processing Theory, Tools and Applications (IPTA), Dec. 2016, Oulu, Finland.


Chunlai Wang and Bin Yang
Saliency-Guided Object Proposal for Refined Salient Region Detection
Proceedings of the 2016 IEEE International Conference on Visual Communications and Image Processing (VCIP), Nov. 2016, Chengdu, China.


Faezeh Fallah, Jürgen Machann, Petros Martirosian, Fabian Bamberg, Fritz Schick, Bin Yang                    
Comparison of T1-weighted 2D TSE, 3D SPGR, and two-point 3D Dixon MRI for automated segmentation of visceral adipose tissue at 3 Tesla
Magnetic Resonance Materials in Physics, Biology and Medicine (2016). pp 1-13

T. Küstner, C. Würslin, M. Schwartz, P. Martirosian, S. Gatidis, C. Brendle, F. Seith, F. Schick, NF. Schwenzer, B. Yang, H. Schmidt
Self-navigated 4D Cartesian imaging of periodic motion in the body trunk using partial k-space Compressed Sensing
Magnetic Resonance in Medicine, 2016.

Faezeh Fallah, Bin Yang, Fritz Schick, Fabian Bamberg
A Combined Partial Volume Reduction and Super-resolution Reconstruction for Magnetic Resonance Images
Proceedings of the IEEE NSS/MIC Conference, November 2016, Strasbourg, France

Faezeh Fallah, Petros Martirosian, Jürgen Machann, Bin Yang, Fritz Schick
Automatic Volumetry of Cardiac Adipose Tissues Using Opposed-Phase Magnetic Resonance Imaging at 3 Tesla
Proceedings of the 33rd Annual Scientific Meeting of ESMRMB Congress, October 2016, Vienna, Austria

Faezeh Fallah, Nina Schwenzer, Fritz Schick, Bin Yang
Effects of Intensity Nonuniformities, Nonuniformity Correction Methods, and Intensity Normalizations on Texture-Based Classification of T2-weighted Aged Calf Muscles
Proceedings of the 33rd Annual Scientific Meeting of ESMRMB Congress, October 2016, Vienna, Austria

Faezeh Fallah, Denis Di Franco, Bin Yang, Fabian Bamberg
Evaluation of the Performance of Post-acquisition Resolution Enhancement Methods for Magnetic Resonance Images
Proceedings of the 33rd Annual Scientific Meeting of ESMRMB Congress, October 2016, Vienna, Austria

Faezeh Fallah, Petros Martirosian, Jürgen Machann, Fritz Schick, Bin Yang
Automatic Separate Quantification of Mammary Adipose Tissue and Subcutaneous Adipose Tissue in Female Breast using Fat-Water MR Imaging at 3 Tesla
Proceedings of the 33rd Annual Scientific Meeting of ESMRMB Congress, October 2016, Vienna, Austria

R. Streubel and B. Yang
© Fusion of Stereo Camera and MIMO-FMCW Radar for Pedestrian Tracking in Indoor Environments
Proc. FUSION 2016, Heidelberg, Germany, July 2016 [BibTex]

T. Küstner, S. Gatidis, C. Würslin, K. Nikolaou, P. Martirosian, F. Schick, B. Yang, NF. Schwenzer and H. Schmidt
Motion imaging in thoracic and abdominal MRI using a self-navigated Cartesian Compressed Sensing acquisition and reconstruction scheme
Proceedings of the Annual Meeting RSNA, November 2016, Chicago, USA.

S. Gatidis, A. Liebgott, H. Schmidt, NF. Schwenzer, P. Martirosian, K. Nikolaou, F. Schick, B. Yang and T. Küstner
Automated image quality assessment in whole-body MRI
Proceedings of the Annual Meeting RSNA, November 2016, Chicago, USA.

M. Müller
VOCEVISTA    Rezension des Computerprogramms von Donald G. Miller in der Zeitschrift Chorzeit.
Erschienen in „Chorzeit“;Deutscher Chorverband e.V.; Ausgabe Feb. 2016 (S. 53).

T. Küstner, C. Würslin, S. Gatidis, P. Martirosian, K. Nikolaou, NF. Schwenzer, F. Schick, B. Yang and H. Schmidt
MR image reconstruction using a combination of Compressed Sensing and partial Fourier acquisition: ESPReSSo
IEEE Transactions on Medical Imaging, 2016.

H. Schmidt, NF. Schwenzer, S. Gatidis, T. Küstner, K. Nikolaou, F. Schick and P. Martirosian
Systematic evaluation of amide proton chemical exchange saturation transfer at 3T: Effects of Protein Concentration, pH, and Acquisition Parameters
Investigative Radiology, June 2016.

H. Fayad, H. Schmidt, T. Küstner and D. Visvikis
4D MR and attenuation map generation in PET/MR imaging using 4D PET derived deformation matrices: a feasibility study
Journal of Nuclear Medicine, 2016.

H. Fayad, H. Schmidt, T. Küstner and D. Visvikis
The use of a MR based respiratory motion model for optimal respiratory motion correction in PET/MR imaging
Proceedings of the PSMR 2016, May, 2016, Cologne, Germany.

G. Hakobyan and B. Yang
A novel narrowband interference suppression method for OFDM radar
Proceedings of the 24th European Signal Processing Conference (EUSIPCO), Budapest, Hungary, August 29th - September 2nd 2016.

M. Ulrich, K. Rambach, B. Yang
Direction-of-Arrival Estimation and Cramer-Rao Bound for Multi-Carrier MIMO Radar
Proceedings of the 24th European Signal Processing Conference (EUSIPCO), Budapest, Hungary, August 29th - September 2nd 2016.

Karim Said Barsim, Lukas Mauch, and Bin Yang
Neural Network Ensembles to Real-time Identification of Plug-level Appliance Measurements
In the 3rd International Workshop on Non-Intrusive Load Monitoring (NILM 2016), Vancouver, Canada, 14th May, 2016.

Lukas Mauch, Karim Said Barsim, and Bin Yang,
How well can HMM model load signals ?
In the 3rd International Workshop on Non-Intrusive Load Monitoring (NILM 2016), Vancouver, Canada, 14th May, 2016.

M. Ulrich, B. Yang
Multi-Carrier MIMO Radar: A Concept of Sparse Array for Improved DOA Estimation
Proceedings of the 2016 IEEE Radar Conference, May 2016, Philadelphia, USA

G. Hakobyan, B. Yang,
A Novel OFDM-MIMO Radar with Non-equidistant Subcarrier Interleaving and Compressed Sensing
Proceedings of the International Radar Symposium IRS 2016, May 2016, Krakow, Poland
Paper Award in the Young Scientist Contest

G. Hakobyan, B. Yang,
A Novel OFDM-MIMO Radar with Non-Equidistant Dynamic Subcarrier Interleaving

Proceedings of the European Microwave Week EuMW, European Radar Conference EuRAD 2016, Oct. 2016, London, UK
Winner of a Student Challenge

G. Hakobyan, M. Girma, X. Li, N. Tammireddy, B. Yang
Repeated Symbols OFDM-MIMO Radar at 24 GHz
Proceedings of the European Microwave Week EuMW, European Radar Conference EuRAD 2016, Oct. 2016, London, UK

T. Küstner, C. Würslin, M. Schwartz, P. Martirosian, S. Gatidis, K. Nikolaou, F. Schick, B. Yang, NF. Schwenzer and H. Schmidt
Simultaneous in-vivo respiratory and cardiac motion correction system for PET/MR
Proceedings of the Annual Meeting ISMRM 2016, May 2016, Singapore.
Magna Cum Laude Paper Award

T. Küstner, V. Neumann, M. Schwartz, C. Würslin, P. Martirosian, S. Gatidis, NF. Schwenzer, F. Schick, B. Yang and H. Schmidt
An MR Motion Correction toolbox for registration and evaluation
Proceedings of the Annual Meeting ISMRM 2016, May 2016, Singapore.

T. Küstner, M. Schwartz, A. Kaupp, P. Martirosian, S. Gatidis, NF. Schwenzer, F. Schick, H. Schmidt and B. Yang
An Active Learning platform for automatic MR image quality assessment
Proceedings of the Annual Meeting ISMRM 2016, May 2016, Singapore.

M. Schwartz, T. Küstner, C. Würslin, P. Martirosian, NF. Schwenzer, F. Schick, B. Yang and H. Schmidt
Image Reconstruction System for Compressed Sensing Retrospective Motion Correction for the Application in Clinical Practice
Proceedings of the Annual Meeting ISMRM 2016, May 2016, Singapore.

C. Schraml, J. Taron, NF. Schwenzer, H. Schmidt, T. Küstner, M. Erb, M. Notohamiprodjo, K. Nikolaou, F. Schick and P. Martirosian
Simultaneous multislice accelerated diffusion-weighted imaging of the liver: comparison of different breathing schemes with standard sequences as reference
Proceedings of the Annual Meeting ISMRM 2016, May 2016, Singapore.

M. Ibrahim and B. Yang and A. Menkhoff
A novel feedforward noise shaping for word-length reduction
Proc. IEEE ICASSP, 2016

L. Mauch and B. Yang
A novel DNN-HMM-based approach for extracting single loads from aggregate power signals
Proceedings of the 41th IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2016, March 2016, Shanghai, China.

C. Gilliam, T. Küstner and T. Blu
3D Motion Flow Estimation using Local All-Pass Filters
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging ISBI 2016, April 2016, Prague, Czech Republic.

J. Taron,  P. Martirosian, NF. Schwenzer, M. Erb, T. Küstner, J. Weiß, A. Othman, M. Notohamiprodjo, K. Nikolaou and C. Schraml
Scan time minimization in hepatic diffusion-weighted imaging: evaluation of the simultaneous multislice acceleration technique with different acceleration factors and gradient preparation schemes
MAGMA, April 2016.

A. Liebgott, T. Küstner, S. Gatidis, F. Schick an B. Yang
Active Learning for Magnetic Resonance Image Quality Assessment
Proceedings of the 41th IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2016, March 2016, Shanghai, China.

Chunlai Wang and Bin Yang
An Unsupvervised Object-Level Image Segmentation Method Based on Foreground and Background Priors
Proceedings of the 2016 IEEE Southwest Symposium on Image Analysis and Interpretation (SSIAI),  March 2016, Santa Fe, New Mexico, USA.

J. Taron, P. Martirosian, M. Erb, T. Küstner, NF. Schwenzer, A. Othman, W. Jakob, M. Notohamiprodjo, K. Nikolaou and C. Schraml
Messzeitreduktion in der Leber-Diffusionsbildgebung mittels simultaner Mehrschichttechnik: Vergleich verschiedener Präparationstechniken und Beschleunigungsfaktoren
RÖFO - Fortschritte auf dem Gebiet der Radiologie 188, March 2016.

C. Schraml, J. Taron, NF. Schwenzer, M. Erb, H. Schmidt, T. Küstner, J. Weiß, M. Notohamiprodjo, K. Nikolaou, F. Schick and P. Martirosian
Beschleunigte Diffusionsbildgebung der Leber mittels simultaner Mehrschicht (SMS)-Technik: Einfluss des Atemschemas auf qualitative und quantitative Bildparameter
RÖFO - Fortschritte auf dem Gebiet der Radiologie 188, March 2016.

J. Taron, P. Martirosian, M. Erb, T. Küstner, NF. Schwenzer, Ahmed Othman, J. Weiß, M. Notohamiprodjo, K. Nikolaou, C. Schraml
Simultaneous multislice diffusion-weighted MRI of the liver: analysis of different breathing schemes in comparison to standard DWI
Journal of Magnetic Resonance Imaging; 2016.

Karim Said Barsim and Bin Yang  
Sequential Clustering-based Event Detection for Non-Intrusive Load Monitoring 
Proceedings of the 6th International Conference on Computer Science and Information Technology (CCSIT 2016), Zurich, Switzerland, 2nd Jan. 2016.

T. Küstner, M. Schwartz, C. Würslin, P. Martirosian, NF. Schwenzer, B. Yang and H. Schmidt
Compressed Sensing LAB: An MR acquisition and reconstruction system
Proceedings of the ISMRM Workshop on Data Sampling and Reconstruction, January 2016, Sedona, USA.
 

Karim Said Barsim, and Bin Yang  
Toward a Semi-Supervised Non-Intrusive Load Monitoring System for Event-based Energy Disaggregation
Proceedings of the 3rd IEEE Global Conference on Signal and Information Processing (GlobalSIP), Orlando, Florida, USA, 14th, Dec. 2015.

Benjamin Wild, Karim Said Barsim, and Bin Yang  
A New Unsupervised Event Detector for Non-Intrusive Load Monitoring
Proceedings of the 3rd IEEE Global Conference on Signal and Information Processing (GlobalSIP), Orlando, Florida, USA, 14th, Dec. 2015.

L. Mauch and B. Yang
A new approach for supervised power disaggregation by using a Deep Recurrent LSTM Network
Proceedings of the 3rd IEEE Global Conference on Signal and Information Processing GlobalSIP 2015, March 2015, Orlando, Florida.


Michael Ulrich, Bin Yang
Inference of wired network topology using multipoint reflectometry
Proceedings of the 23rd European Signal Processing Conference (EUSIPCO), 2015.

Faezeh Fallah, Fritz Schick, Bin Yang
Simultaneous T1-weighted Imaging and Proton Density Fat Fraction Mapping Using Single-Scan Multi-Echo Spoiled GRE
Proceedings of the 32nd Annual Scientific Meeting of ESMRMB Congress, October 2015, Edinburgh, UK.    

Faezeh Fallah, Fritz Schick, Bin Yang
A New 3D Hybrid Algorithm for Automatic Segmentation of Visceral Adipose Tissue
Proceedings of the 32nd Annual Scientific Meeting of ESMRMB Congress, October 2015, Edinburgh, UK.

Faezeh Fallah, Jürgen Machann, Petros Martirosian, Malte Bongers, Fritz Schick, Bin Yang
Comparison of T1-weighted Imaging and Two Point Chemical Shift Decomposition for Volumetry of Visceral Adipose Tissue
Proceedings of the 32nd Annual Scientific Meeting of ESMRMB Congress, October 2015, Edinburgh, UK.   

Martin Schwartz, Günther Steidle, Faezeh Fallah, Petros Martirosian, Holger Schmidt, Fritz Schick
Automated Detection of Signal Voids in Different Muscle Groups of the Leg - A Means to Analyse Spontaneous Muscular Activity from Time Series of Diffusion Weighted MR Images
Proceedings of the 32nd Annual Scientific Meeting of ESMRMB Congress, October 2015, Edinburgh, UK.

Faezeh Fallah, Christian Wuerslin, Fritz Schick, Bin Yang
RF and Coil Inhomogeneity Correction in 2D Leg Images: A New Method Comparing with LEMS
Proceedings of the Annual Meeting ISMRM 2015, June 2015, Toronto, Canada.

T. Küstner, C. Würslin, S. Gatidis, P. Martirosian, N. Nikolaou, NF. Schwenzer, F. Schick, B. Yang and H. Schmidt
Improving subsampling efficiency for Compressed Sensing MRI
Proceedings of the Annual Scientific Meeting ESMRMB 2015, October 2015, Edinburgh, United Kingdom.

L. Mauch , G. Steidle, J. Machann, B. Yang, F. Schick A fully automatic reference deconvolution strategy to increase the accuracy of  in vivo lipid signal quantification Magnetic Resonance in Medicine, 2015

S. Gatidis, M. Scharpf, P. Martirosian, I. Bezrukov, T. Küstner, J. Hennenlotter, S. Kruck, S. Kaufmann, C. Schraml, C. la Fougère, NF. Schwenzer, H. Schmidt
Combined unsupervised-supervised classification of multiparametric PET/MRI data: Application to prostate cancer
NMR in Biomedicine; 28(7):914-22, 2015.

H. Fayad, F. Odille, H. Schmidt, C. Wuerslin, T. Kuestner, J. Felblinger, D. Visvikis
The use of a generalized reconstruction by inversion of coupled systems (GRICS) approach for generic respiratory motion correction in PET/MR imaging
Phys Med Biol.; 60(6):2529-46, 2015.

B. Yang
On the spectral growth of the polar representation of communication signals
Proceedings IEEE, Int. Conf. on Acoustics, Speech, and Signal Processing, 2015.

T. Küstner, C. Würslin, S. Gatidis, P. Martirosian, NF. Schwenzer, B. Yang and H. Schmidt
In-vivo MR-derived non-rigid motion correction of simultaneously acquired PET
Proceedings of the Annual Meeting ISMRM 2015, June 2015, Toronto, Canada.

T. Küstner, P. Bahar, C. Würslin, S. Gatidis, P. Martirosian, NF. Schwenzer, H. Schmidt and B. Yang
A new approach for automatic image quality assessment
Proceedings of the Annual Meeting ISMRM 2015, June 2015, Toronto, Canada.

T. Küstner, C. Würslin, H. Schmidt and B. Yang
Combining Compressed Sensing with Motion Correction in Acquisition and Reconstruction for PET/MR
Proceedings of the 40th IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2015, April 2015, Brisbane, Australia.

M. Müller
Hören – Sehen – Verstehen   -   Stimmanalyse mit VoceVista im Gesangsunterricht – eine praxisorientierte Einführung
Erschienen im Wißner Verlag Augsburg, Auflage 1 (12. Oktober 2015); 187 Seiten; Paperback; ISBN 978-3-89639-979-3

K. Rambach, M.Vogel and B.Yang
Optimal Time Division Multiplexing Schemes for DOA Estimation of a Moving Target Using a Colocated MIMO Radar
Proc. IEEE International Symposium on Signal Processing and Information Technology, Noida, India, 2014


M. Ibrahim, A. Menkhoff and B. Yang
Oversampled Digital-to-Analog Converter for noise reduction in polar transmitters
IEEE International Conference on Signal Processing, HangZhou, China, October 2014.

F. Schmieder and B. Yang
Locality Sensitve Hashing using GMM
GCPR 2014, LNCS 8753,September 2014.

M. Ibrahim and B. Yang
A theoretical analysis of time/frequency quantization in polar transmitters
IEEE International Telecommunications Symposium, Sao Paulo, Brazil, August 2014.

M. Ibrahim and B. Yang
A theoretical study of the statistical and spectral properties of polar transmitter signals
IEEE International Symposium on Circuits and Systems, Melbourne, Australia, June 2014.

K.S. Barsim, R. Streubel, and B. Yang
An Approach for Unsupervised Non-Intrusive Load Monitoring of Residential Appliances
2nd Non-Intrusive Load Monitoring (NILM) Workshop 2014, Austin, 3rd June

P. Ebrahim, W. Stolzmann and B. Yang
Eyelid-based Driver State Classification under Simulated and Real Driving Conditions
IEEE International Conference on Systems, Man, and Cybernetics. San Diego, USA, October 5-8, 2014.

B. Loesch and B. Yang
Performance Study for Complex Independent Component Analysis
In G. R. Naik and W. Wang, editors,
Blind Source Separation: Advances in Theory, Algorithms and Applications, chapter 3, pages 61-96, Springer, 2014.

T. Küstner, C. Würslin, NF. Schwenzer, B. Yang and H. Schmidt
Self-Navigated 4D Respiratory Motion Imaging Using ESPReSSo Sampling and Reconstruction
Proceedings of the ISMRM Motion Correction in MRI Workshop 2014, July 2014, Tromsø, Norway.

C. Würslin, T. Küstner, S. Bartel, NF. Schwenzer, B. Yang and H. Schmidt
A Simple-to-Build and Cost-Efficient MR-Compatible Phantom for the Simulation of Non-Rigid Motion
Proceedings of the ISMRM Motion Correction in MRI Workshop 2014, July 2014, Tromsø, Norway.

T. Küstner, S. Gatidis, C. Würslin, NF. Schwenzer, B. Yang and H. Schmidt
ESPReSSo: A Compressed Sensing partial k-space acquisition and reconstruction
Proceedings of the Joint Annual Meeting ISMRM-ESMRMB 2014, May 2014, Milano, Italy.

S. Gatidis, P. Martirosian, T. Küstner, I. Bezrukov, M. Scharpf, C. Schraml, NF. Schwenzer, H. Schmidt
Combined Unsupervised-Supervised Classification of Multiparametric PET/MRI Imaging Data of the Prostate
Proceedings of the Joint Annual Meeting ISMRM-ESMRMB 2014, May 2014, Milano, Italy.

K. Rambach and B. Yang
Direction of Arrival Estimation of Two Moving Targets Using a Time Division Multiplexed Colocated MIMO Radar
Proc. IEEE Radar Conference (Radarcon), Cincinnati, USA, 2014

T. Küstner, C. Würslin, NF. Schwenzer, H. Schmidt and B. Yang
Compressed Sensing Partial Subsampling for Short Echo Time in Echo Planar Imaging
Proceedings of the 11th IEEE International Symposium on Biomedical Imaging ISBI 2014, April 2014, Beijing, China.

K.S. Barsim, R. Streubel, and B. Yang
Unsupervised Adaptive Event Detection for Building-Level Energy Disaggregation
Power and Energy Student Summit (PESS), Stuttgart, 23-24 Jan, 2014.

K. Rambach, M. Vogel
Verfahren zum Ermitteln einer Zeitmultiplexsequenz für ein MIMO Radar
Patentanmeldung eingereicht, 2014

M. Müller
Hören-Sehen-Verstehen   -   Eine Bilanz nach mehr als 10 Jahren VoceVista im Gesangsunterricht.
Erschienen in „VOX-HUMANA“, Fachzeitschrift für Gesangspädagogik; Herausgeber: BDG e.V.; ISSN 1861-065X; Ausgabe Oktober 2014

P. Ebrahim, W. Stolzmann and B. Yang
Eye Movement Detection for Assessing Driver Drowsiness by Electrooculography
IEEE International Conference on Systems, Man, and Cybernetics. Manchester, UK, October 13-16, 2013.

P. Hermannstädter and B. Yang
Driver Distraction Assessment Using Driver Modeling
IEEE International Conference on Systems, Man, and Cybernetics. Manchester, UK, October 13-16, 2013.
[https://ieeexplore.ieee.org/document/6722382]

B. Yang and M. Kreißig
A graph-based approach to assist TDOA based localization“
Proc. 8th International Workshop on Multidimensional Systems. Erlangen, Germany, September 9-11, 2013.

P. Annibale, M. Kreißig, R. Rabenstein and B. Yang
Joint consistent graph synthesis and speed of sound estimation for acoustic localization in multi-source reverberant environments
Proc. 8th International Workshop on Multidimensional Systems. Erlangen, Germany, September 9-11, 2013.

P. Ebrahim, W. Stolzmann and B. Yang
Spontaneous vs. gaze shift-induced blinks for assessing driver drowsiness/inattention by Electrooculography
(link: http://www.distractionconference.com/program/program-papers)
3rd International Conference on Driver Distraction and Inattention. Gothenburg, Sweden, September 4-6, 2013.

K.S. Barsim, R. Streubel, and B. Yang
Unsupervised Non-Intrusive Load Monitoring of Residential Appliances
48th International Universities' Power Engineering Conference (UPEC), Dublin, 2-5 Sep, 2013.

P. Hermannstädter and B. Yang
Erkennung veränderten Fahrerverhaltens mit einem Fahrermodell mit Vorausschau und Motorikkomponente
VDI-Bericht 4. Berliner Fachtagung Fahrermodellierung. Berlin, Germany, 13./14. Juni 2013.

K. Rambach and B. Yang
Colocated MIMO Radar: Cramer-Rao Bound and Optimal Time Division Multiplexing for DOA Estimation of Moving Targets
Proc. IEEE ICASSP, Vancouver, Canada, 2013

M. Kreißig and B. Yang
Fast and reliable TDOA assignment in multi-source reverberant environment
Proc. IEEE ICASSP, Vancouver, Canada, 2013

F. Schmieder and B. Yang
© Maximum Discriminant Margin Transform of discriminant functions
Proc. IEEE ICASSP, Vancouver, Canada, 2013

F. Liebgott, C. Würslin and B. Yang
© Segmentation of Magnetic Resonance Images in Presence of Severe Intensity Inhomogeneities
Proc. IEEE ICASSP, Vancouver, Canada, 2013

P. Ebrahim, W. Stolzmann and B. Yang
Road Dependent Driver Eye Movements under Real Driving Conditions by Electrooculography
IEEE First International Conference on Communications, Signal Processing, and their Applications (ICCSPA). Sharjah, UAE, February 12-14, 2013. [https://ieeexplore.ieee.org/document/6487308]

B. Loesch and B. Yang
Cramér-Rao Bound for Circular and Noncircular Complex Independent Component Analysis
IEEE Transactions on Signal Processing 61(2): 365-379 (2013) [local copy]
MATLAB code and data

B. Yang
A joint model for device load and user intention in load monitoring
Journal of Energy and Power Engineering, 6:1835-1842, 2012

B. Yang
An experimental study for inverse load reconstruction
Journal of Energy and Power Engineering, 6:1826-1834, 2012

R. Streubel and B. Yang
© Identification of Electrical Appliances via Analysis of Power Consumption
Proc. UPEC 2012, London, UK, September 2012 [BibTex]

P. Hermannstädter and B. Yang
© Identification and Validation of Lateral Driver Models on Experimentally Induced Driving Behavior
Systems, Man, and Cybernetics (SMC), 2012 IEEE Intern. Conf. on,  14.-17. Okt. 2012. Seoul, Korea. [doi:10.1109/ICSMC.2012.6377889]

B. Loesch and B. Yang
On the Solution of Circular and Noncircular Complex KLD-ICA in the Presence of Noise
Proc. EUSIPCO 2012, Bucarest, Romania, August 2012

J. Ruoff, C. Würslin, H. Graf and F. Schick
© Resolution Adapted Finite Element Modeling of Radio Frequency Interactions on Conductive Resonant Structures in MRI
Magn Reson Med. 2012 May;67(5):1444-52

B. Loesch and B. Yang
© Cramér-Rao Bound for Circular Complex Independent Component Analysis
Proc. LVA/ICA 2012, pp. 42-49, Tel Aviv, Israel, March 2012
Note: This version corrects an error in the middle of page 7 of the paper, where the parameters eta and beta have been swapped.
Original uncorrected version

M. Kreissig and B. Yang
© An Efficient Algorithm for the Synthesis of Fully Consistent Graphs
Proc. IEEE ICASSP 2012, Kyoto, Japan, March 2012

S. Uhlich and B. Yang
Bayesian Estimation for Non-Standard Loss Functions Using a Parametric Family of Estimators
IEEE Transactions on Signal Processing, Volume 60, Issue 3, pp. 1022 - 1031, 2012   [local copy]

C. Würslin, F. Springer, B. Yang and F. Schick
© Compensation of RF Field and Receiver Coil Inhomogeneity Effects in Abdominal MR Images by A-Prori Knowledge of the Human Adipose Tissue Distribution
J Magn Reson Imaging. 2011 Sep;34(3):716-26

F. Friedrichs and P. Hermannstädter and B. Yang
Consideration of Influences on Driver State Classification
Driver Distraction and Inattention (DDI), 2nd Conference on, Gotheburg, Sweden, 2011.

M. Kreissig and B. Yang
© Discussion on the bottom-up synthesis of consistent graphs: DATEMM revisited
Signal Processing and Applied Mathematics for Electonics and Communications (SPAMEC), Cluj-Napoca, Romania, August 2011

O. Lange and B. Yang
Antenna Array Geometry Optimization for 2D Direction-of-Arrival Estimation for Radar Imaging
Smart Antennas (WSA), 2011 International ITG Workshop on, 2011

B. Yang and M. Kreissig
An introduction to consistent graphs and their signal processing applications
Proc. IEEE ICASSP 2011, Prague, Czech Republic, May 2011

B. Yang and E. Eichstetter and Z. Zhou
Load measurement and analysis for inverse load reconstruction
Proc. of 46th International Universities Power Engineering Conference, 2011

B. Yang and Z. Zhou
Joint modeling of device load and user intention
Proc. of 46th International Universities Power Engineering Conference, 2011

P. Häcker and B. Yang
Mixed-Order and Higher-Order Ambiguity Functions
The Intelligent Vehicles Symposium (IV), 2011

P. Häcker and B. Yang
Fast Beampattern Evaluation for Array Optimization
Advances in Radio Science, Volume 9, 2011

B. Loesch and Bin Yang
On the Relation between ICA and MMSE based source separation
Proc. IEEE ICASSP 2011, Prague, Czech Republic, May 2011

S. Uhlich and B. Yang
© Recursive Estimation of Room Impulse Responses with Energy Conservation Constraints
Proc. IEEE ICASSP 2011, Prague, Czech Republic, May 2011

P. Häcker and B. Yang
Analytical Investigation of Two-Object DOA Estimation
International ITG Workshop on Smart Antennas, 2011

P. Häcker and B. Yang
Single snapshot DOA estimation
Advances in Radio Science, Volume 8, 2010

B. Loesch and B. Yang
© Comparison of Different Algorithms for Acoustic Source Localization
ITG Fachtagung Sprachkommunikation, Bochum, Oktober 2010

M. Kreißig and B. Yang
© A Graph Theoretical Framework For Consistent Time Differences Of Arrival - received Best Paper Award
ITG Fachtagung-Speech Communication, Bochum, GER, October 2010

B. Loesch and B. Yang
© Adaptive Segmentation and Separation of Determined Convolutive Mixtures under Dynamic Conditions
LVA/ICA 2010, St. Malo, Frankreich, September 2010

B. Loesch and B. Yang
© Blind Source Separation based on Time-Frequency Sparseness in the Presence of Spatial Aliasing
LVA/ICA 2010, St. Malo, Frankreich, September 2010

F. Friedrichs and B. Yang
Estimation of Lane Data-based Features by Odometric Vehicle Data for Driver State Monitoring
ITSC 2010, Funchal, Madeira, September 2010

B. Loesch and B. Yang
© A Study of ICA based DOA Estimation with Respect to Permutation Ambiguity, Scaling Ambiguity and Sensor Gain Mismatch
IWAENC 2010, Tel Aviv, Israel, August 2010

S. Uhlich and B. Yang
Efficient Recursive Estimators for a Linear, Time-Varying Gaussian Model with General Constraints
Transactions on Signal Processing, Volume 58, Issue 9, pp. 4910 - 4915, 2010   [local copy]

S. Uhlich and B. Yang
© A Parametric Family of Bayesian Estimators for Non-Standard Loss Functions
EUSIPCO 2010, Aalborg, DK, August 2010

F. Friedrichs and B. Yang
© Drowsiness Monitoring by Steering and Lane Data based Features under Real Driving Conditions
EUSIPCO 2010, Aalborg, DK, August 2010

M. Kreißig and B. Yang
© Efficient Synthesis of Consistent Graphs
EUSIPCO 2010, Aalborg, DK, August 2010

O. Lange, Bin Yang
© Array geometry optimization for direction-of-arrival estimation including subarrays and tapering
International ITG Workshop on Smart Antennas, pp. 135-142, 2010

O. Lange, Bin Yang
© Optimization of array geometry for direction-of-arrival estimation using a priori information
Advances in Radio Science, Volume 8, 2010

B. Loesch, F. Nesta and Bin Yang
© On the Robustness of the Multidimensional State Coherence Transform for Solving the Permutation Problem of Frequency-Domain ICA
Proc. IEEE ICASSP 2010, Dallas, USA, March 2010

M. Miksch, B. Yang and K. Zimmermann
© Homography-Based Extrinsic Self-Calibration for Cameras in Automotive Applications
Workshop on Intelligent Transportation 2010, Hamburg, Germany, pp. 17-22, March 2010

F. Friedrichs and B. Yang
© Camera-based Drowsiness Reference for Driver State Classification under Real Driving Conditions
IEEE Intelligent Vehicle Symposium (IV) 2010, San Diego, USA, June 2010

M. Miksch, B. Yang and K. Zimmermann
© Automatic Extrinsic Camera Self-Calibration Based on Homography and Epipolar Geometry
IEEE Intelligent Vehicle Symposium (IV) 2010, San Diego, USA, June 2010

M. Miksch, B. Yang and K. Zimmermann
© Motion Compensation for Obstacle Detection Based on Homography and Odometric Data with Virtual Camera Perspectives
IEEE Intelligent Vehicle Symposium (IV) 2010, San Diego, USA, June 2010

B. Yang and M. Lugger
© Emotion recognition from speech signals using new harmony features
Signal Processing, vol. 90, pp. 1415-1423, 2010

C. Würslin, J. Machann, H. Rempp, C. Claussen, B. Yang, F. Schick
© Topography Mapping of Whole Body Adipose Tissue Using a Fully Automated and Standardized Procedure
Journal of Magnetic Resonance Imaging (JMRI), vol. 31(2), pp. 430-439, 2010

C. Würslin, B. Yang, J. Machann, F. Schick
© Automated Segmentation of Adipose Tissue in Magnetic Resonance Images of the Whole Body
2009 IEEE Nuclear Science Symposium Conference Record, Orlando, USA, October 2009

M. Reiher, B. Yang
© Adaptive Modulation for Mismatch Suppression in Linear FMCW Radar
Proc. Intern. Radar Symposium (IRS) 2009, Hamburg, September 2009 

M. Reiher, B. Yang
© Optimal Modulation Design in Linear FMCW Radar Concerning Mismatch Probability
Proc. Intern. Radar Symposium (IRS) 2009, Hamburg, September 2009

M. Lugger and B. Yang
© On the relevance of high-level features for speaker independent emotion recognition of spontaneous speech
Interspeech 2009, Brighton, UK, September 2009

B. Loesch, S. Uhlich and B. Yang
© Multidimensional Localization of Multiple Sound Sources using Frequency Domain ICA and an Extended State Coherence Transform
IEEE Workshop on Statistical Signal Processing 2009, Cardiff, UK, September 2009

S. Uhlich, B. Loesch and B. Yang
© Polynomial LMMSE Estimation: A Case Study
IEEE Workshop on Statistical Signal Processing 2009, Cardiff, UK, September 2009

M. Lugger, M. Janoir, and B. Yang
© Combining classifiers with diverse feature sets for robust speaker independent emotion recognition
EUSIPCO 2009, Glasgow, UK, August 2009

R. Blind, S. Uhlich, B. Yang and F. Allgöwer
© Robustification and Optimization of a Kalman Filter with Measurement Loss using Linear Precoding
American Control Conference 2009, St. Louis, USA, June 2009

M. Reiher, B. Yang
© Derivation of the Frequency Mismatch Probability in Linear FMCW Radar based on Target Distribution
Proc. IEEE RadarCon 2009, Pasadena, USA, Mai 2009
M. Reiher, B. Yang
© Extending the Frequency Matching in Linear FMCW Radar Exploiting Extreme Frequencies
Proc. IEEE RadarCon 2009, Pasadena, USA, Mai 2009

B. Loesch and B. Yang
© Online Blind Source Separation based on Time-Frequency Sparseness
Proc. IEEE ICASSP 2009, Taipeh, Taiwan, April 2009

S. Uhlich and B. Yang
© MMSE Estimation in a Linear Signal Model with Ellipsoidal Constraints
Proc. IEEE ICASSP 2009, Taipeh, Taiwan, April 2009

M. Schoor, B. Yang
© Subspace based DOA estimation in the presence of correlated signals and model errors
Proc. IEEE ICASSP 2009, Taipeh, Taiwan, April 2009

J. Scheuing, B. Yang
© Disambiguation of TDOA Estimation for Multiple Sources in Reverberant Environments
IEEE Transactions on Audio, Speech, and Language Processing, vol. 16, no. 8, pp. 1479-1489, 2008

M. Lugger, B. Yang
Psychological Motivated Multi-Stage Emotion Classification Exploiting Voice Quality Features
Chapter in Speech Recognition, Eds. F. Mihelic and J. Zibert, IN-TECH, November 2008

B. Loesch, B. Yang
© Source Number Estimation and Clustering for Underdetermined Blind Source Separation
Proc. Int. Workshop on Acoustic Echo and Noise Control 2008, Seattle, USA, September 2008

J. Scheuing, B. Yang
Correlation-Based TDOA-Estimation for Multiple Sources in Reverberant Environments
Chapter in Speech and Audio Processing in Adverse Environments, Eds. E. Hänsler and G. Schmidt, Springer 2007

M. Schoor, B. Yang
© Local and global calibration for high-resolution DOA estimation in automotive radar
Proc. IEEE SAM 2008, Darmstadt, Juli 2008

M. Lugger, F. Stimm, B. Yang
© Extracting voice quality contours using discrete hidden Markov models
Proc. Speech Prosody 2008, Campinas, Brasilien, Mai 2008

M. Reiher, B. Yang
© On the Occurrence of Ghost Targets in Linear FMCW Radar: A Worst Case Study
Proc. Intern. Radar Symposium (IRS) 2008, Breslau, Polen, pp. 31-34, Mai 2008

B. Yang
© A Study of Inverse Short-Time Fourier Transform
Proc. IEEE ICASSP 2008, Las Vegas, USA, pp. 3541-3544, April 2008

M. Lugger and B. Yang
© Cascaded emotion classification via psychological emotion dimensions using a large set of voice quality parameters
Proc. IEEE ICASSP 2008, Las Vegas, USA, pp. 4945-4948, April 2008

S. Uhlich and B. Yang
© A generalized optimal Correlating Transform for Multiple Description Coding and its theoretical Analysis
Proc. IEEE ICASSP 2008, Las Vegas, USA, pp. 2969-2972, April 2008

M. Schoor and B. Yang
A Weather Satellite based Platform for Signal Processing Education
Proc. IEEE ICASSP 2008, Las Vegas, USA, pp. 2625-2628, April 2008

S. A. Hassan and B. Yang
© Maximum likelihood performance over higher-order statistics for blind source separation in wireless systems
IEEE Int. Conference on Electrical Engineering, 2008

B. Yang, M. Krüger
© A fast algorithm for joint DC and channel estimation in GSM/EDGE receivers
AEÜ (International Journal of Electronics and Communications), vol. 62, pp.57-62, 2008

B. Yang
© Different sensor placement strategies for TDOA based localization
Proc. IEEE ICASSP, volume 2, pages 1093-1096, 2007

M. Bühren, B. Yang
© Simulation of Automotive Radar Target Lists considering Clutter and Limited Resolution
Proc. Intern. Radar Symposium (IRS) 2007, Köln, pp. 195-200, September 2007 [BibTex]

M. Schoor, B. Yang
© High-Resolution Angle Estimation for an Automotive FMCW Radar Sensor
Proc. Intern. Radar Symposium (IRS) 2007, Köln, September 2007

M. Lugger, B. Yang
© An incremental analysis of different feature groups in speaker independent emotion recognition
Proc. ICPhS 2007, Saarbrücken, pp. 2149-2152, August 2007

P. Wenig, M. Schoor, O. Günther, B. Yang, R. Weigel
System Design of a 77GHz Automotive Radar Sensor with Superresolution DOA Estimation
Proc. Int. Symposium on Signals, Systems, and Electronics (ISSSE) 2007, Montreal, Kanada, Juli 2007

M. Bühren, B. Yang
© Extension of Automotive Radar Target List Simulation to consider further Physical Aspects
Proc. Int. Conf. on ITS Telecommunications (ITST) 2007, Sophia Antipolis, Frankreich, Juni 2007 [BibTex]

M. Bühren, B. Yang
© Initialization Procedure for Radar Target Tracking without Object Movement Constraints
Proc. Int. Conf. on ITS Telecommunications (ITST) 2007, Sophia Antipolis, Frankreich, Juni 2007 [BibTex]

M. Bühren, B. Yang
© A Global Motion Model for Target Tracking in Automotive Applications
Proc. IEEE ICASSP 2007, Honolulu, Hawaii, USA, vol. 2, pp. 313-316, April 2007 [BibTex]

J. Scheuing, B. Yang
© Efficient synthesis of approximately consistent graphs for acoustic multi-source localization
Proc. IEEE ICASSP 2007, Honolulu, Hawaii, USA, vol. 4, pp. 501-504, April 2007 [Student Paper Finalist]

M. Lugger, B. Yang
© The relevance of voice quality features in speaker independent emotion recognition
Proc. IEEE ICASSP 2007, Honolulu, Hawaii, USA, April 2007

M. Bühren, B. Yang
© On Motion Models for Target Tracking in Automotive Applications
Workshop on Intelligent Transportation (WIT) 2007, Hamburg, März 2007 [BibTex]

M. Lugger, B. Yang
© EMOsystem: Ein Demonstrationssystem zur Stimmcharakterisierung
33. Jahrestagung für Akustik - DAGA 2007, Stuttgart, März 2007

J. Scheuing, B. Yang
© Klassifikation von Korrelationsextrema zur Laufzeitdifferenzschätzung bei mehreren Sprachquellen
33. Jahrestagung für Akustik - DAGA 2007, Stuttgart, März 2007

B. Yang, M. Schoor, R. Weigel, P. Wenig, T. Schöberl, J. Hilsebecher, T. Binzer
© Radarsystemtechnik und Radarsignalverarbeitung für Automobilanwendungen
Proc. VDE Kongress 2006, Aachen, vol. 2, pp. 303-307, Oktober 2006

M. Bühren, B. Yang
© Simulation of Automotive Radar Target Lists using a Novel Approach of Object Representation
IEEE Intelligent Vehicles Symposium (IV) 2006, Tokio, Japan, pp. 314-319, Juni 2006 [BibTex]

M. Lugger, B. Yang
© Robust estimation of voice quality parameters under real world disturbances
Proc. IEEE ICASSP 2006, Toulouse, Frankreich, vol. 1, pp. 1097-1100, Mai 2006

B. Yang, J. Scheuing
© A Theoretical Analysis of 2D Sensor Arrays For TDOA Based Localization
Proc. IEEE ICASSP 2006, Toulouse, Frankreich, vol. 4, pp. 901-904, Mai 2006

J. Scheuing, B. Yang
© Disambiguation of TDOA Estimates in Multi-Path Multi-Source Environments (DATEMM)
Proc. IEEE ICASSP 2006, Toulouse, Frankreich, vol. 4, pp. 837-840, Mai 2006

M. Lugger, B. Yang
© Classification of different speaking groups by means of voice quality parameters
ITG-Fachtagung Sprachkommunikation 2006, Kiel, April 2006

J. Scheuing, B. Yang
© Frequency shifting for acoustic feedback reduction
European DSP Education and Research Symposium (EDERS) 2006, München, April 2006

M. Bühren, B. Yang
© Automotive Radar Target List Simulation based on Reflection Center Representation of Objects
Workshop on Intelligent Transportation (WIT) 2006, Hamburg, pp. 161-166, März 2006 [BibTex]

M. Krüger, R. Denk, B. Yang
© The training sequence code dependence of EDGE receivers using zero IF sampling
IEEE Trans. on Wireless Communications, vol. 5, pp. 274-279, Februar 2006

B. Yang, J. Scheuing
© Cramer-Rao bound and optimum sensor array for source localization from time differences of arrival
Proc. IEEE ICASSP 2005, Philadelphia, USA, vol. 4, pp. 961-964, März 2005

M. Krüger, R. Denk, B. Yang
© Good and bad Training Sequences for Zero IF Sampling Edge Receivers
Proc. IEEE ICASSP 2004, Montreal, Kanada, vol. 4, pp. 1033-1036, Mai 2004

M. Bühren, M. Pesavento, J. F. Böhme
© Virtual Array Design for Array Interpolation Using Differential Geometry
Proc. IEEE ICASSP 2004, Montreal, Kanada, vol. 2, pp. 229-232, Mai 2004 [BibText]

M. Bühren, M. Pesavento, J. F. Böhme
© A new Approach to Array Interpolation by Generation of Artificial Shift Invariances: Interpolated ESPRIT
Proc. IEEE ICASSP 2003, Hong Kong, vol. 5, pp. 205-208, April 2003 [BibTex]
 

M. Müller
Die Sprache der Gesangspädagogen  -  Betrachtungen über eine wohltuende Nebenwirkung der computergestützten Stimmanalyse
Erschienen in „Üben & Musizieren“, Zeitschrift für Musikschule, Studium und Berufspraxis. Schott 2003 Juni/Juli (S.30 – 31)

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