Bin Yang
Orcid: 0000-0002-8322-117XAffiliations:
- University of Stuttgart, Institute of Signal Processing and System Theory, Germany
- Infineon Technologies, Germany (1996 - 2001)
- Ruhr University,Department of Electrical Engineering, Bochum, Germany (PhD 1991)
According to our database1,
Bin Yang
authored at least 214 papers
between 1988 and 2024.
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Bibliography
2024
Medical Image Anal., January, 2024
CoRR, 2024
Diversity-aware Buffer for Coping with Temporally Correlated Data Streams in Online Test-time Adaptation.
CoRR, 2024
Universal Test-time Adaptation through Weight Ensembling, Diversity Weighting, and Prior Correction.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
Calibration-free online test-time adaptation for electroencephalography motor imagery decoding.
Proceedings of the 12th International Winter Conference on Brain-Computer Interface, 2024
2023
Behavior-Aware Pedestrian Trajectory Prediction in Ego-Centric Camera Views with Spatio-Temporal Ego-Motion Estimation.
Mach. Learn. Knowl. Extr., June, 2023
Self-supervised contrastive learning with random walks for medical image segmentation with limited annotations.
Comput. Medical Imaging Graph., March, 2023
EEG motor imagery decoding: A framework for comparative analysis with channel attention mechanisms.
CoRR, 2023
Avoiding Shortcut-Learning by Mutual Information Minimization in Deep Learning-Based Image Processing.
IEEE Access, 2023
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023
Proceedings of the IEEE Intelligent Vehicles Symposium, 2023
Proceedings of the IEEE Intelligent Vehicles Symposium, 2023
Indoor Positioning based on Active Radar Sensing and Passive Reflectors: Concepts & Initial Results.
Proceedings of the WiP Proceedings of the Thirteenth International Conference on Indoor Positioning and Indoor Navigation - Work-in-Progress Papers (IPIN-WiP 2023) co-located with 13th International Conference on Indoor Positioning and Indoor Navigation (IPIN 2023), Nuremberg, Germany, September 25, 2023
Indoor Positioning Based on Active Radar Sensing and Passive Reflectors: Reflector Placement Optimization.
Proceedings of the 13th International Conference on Indoor Positioning and Indoor Navigation, 2023
Proceedings of the International Joint Conference on Neural Networks, 2023
Proceedings of the International Joint Conference on Neural Networks, 2023
Proceedings of the IEEE International Conference on Image Processing, 2023
NIFF: Alleviating Forgetting in Generalized Few-Shot Object Detection via Neural Instance Feature Forging.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
2022
Experts in the Loop: Conditional Variable Selection for Accelerating Post-Silicon Analysis Based on Deep Learning.
CoRR, 2022
Proceedings of the 16th International Conference on Signal-Image Technology & Internet-Based Systems, 2022
Efficient and Robust Resistive Open Defect Detection Based on Unsupervised Deep Learning.
Proceedings of the IEEE International Test Conference, 2022
Wafer Map Defect Classification Based on the Fusion of Pattern and Pixel Information.
Proceedings of the IEEE International Test Conference, 2022
An Unsupervised Domain Adaptive Approach for Multimodal 2D Object Detection in Adverse Weather Conditions.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022
Proceedings of the Interspeech 2022, 2022
Proceedings of the International Joint Conference on Neural Networks, 2022
Continual Unsupervised Domain Adaptation for Semantic Segmentation using a Class-Specific Transfer.
Proceedings of the International Joint Conference on Neural Networks, 2022
Contrastive Learning and Self-Training for Unsupervised Domain Adaptation in Semantic Segmentation.
Proceedings of the International Joint Conference on Neural Networks, 2022
To Generalize or Not to Generalize: Towards Autoencoders in One-Class Classification.
Proceedings of the International Joint Conference on Neural Networks, 2022
Proceedings of the International Joint Conference on Neural Networks, 2022
Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
Classification-guided Neural Network-based Correction of Magnetic Resonance-related Gradient Artifact Residuals in Simultaneously Recorded Surface Electromyography.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
A Comparative Study on the Potential of Unsupervised Deep Learning-based Feature Selection in Radiomics.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022
2021
IEEE Trans. Medical Imaging, 2021
IEEE Trans. Medical Imaging, 2021
A Learning-Aided Generic Framework for Fault Detection and Recovery of Inertial Sensors in Automated Driving Systems.
IEEE Syst. J., 2021
Robotics Auton. Syst., 2021
Improving Uncertainty of Deep Learning-based Object Classification on Radar Spectra using Label Smoothing.
CoRR, 2021
Estimation of Bivariate Structural Causal Models by Variational Gaussian Process Regression Under Likelihoods Parametrised by Normalising Flows.
CoRR, 2021
Investigation of Uncertainty of Deep Learning-based Object Classification on Radar Spectra.
CoRR, 2021
Uncertainty estimation and explainability in deep learning-based age estimation of the human brain: Results from the German National Cohort MRI study.
Comput. Medical Imaging Graph., 2021
Proceedings of the International Joint Conference on Neural Networks, 2021
Proceedings of the International Joint Conference on Neural Networks, 2021
Multi-Class Uncertainty Calibration via Mutual Information Maximization-based Binning.
Proceedings of the 9th International Conference on Learning Representations, 2021
Automated Multi-Organ Segmentation in Pet Images Using Cascaded Training of a 3d U-Net and Convolutional Autoencoder.
Proceedings of the IEEE International Conference on Acoustics, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
Towards Combined Event Detection and Classification for Non-Intrusive Load Monitoring Using Convolutional Neural Networks.
Proceedings of the 29th European Signal Processing Conference, 2021
Spectrum-Based Online Estimation of IQ Imbalance for Near Field Radar Distance Sensors.
Proceedings of the 29th European Signal Processing Conference, 2021
SLPC: A VRNN-based approach for stochastic lidar prediction and completion in autonomous driving.
Proceedings of the 29th European Signal Processing Conference, 2021
Proceedings of the 29th European Signal Processing Conference, 2021
Proceedings of the 17th IEEE International Conference on Automation Science and Engineering, 2021
2020
IEEE Trans. Aerosp. Electron. Syst., 2020
IEEE Trans. Aerosp. Electron. Syst., 2020
Fully Automated and Standardized Segmentation of Adipose Tissue Compartments by Deep Learning in Three-dimensional Whole-body MRI of Epidemiological Cohort Studies.
CoRR, 2020
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the IEEE International Conference on Image Processing, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Supervised Canonical Correlation Analysis of Data on Symmetric Positive Definite Manifolds by Riemannian Dimensionality Reduction.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the 28th European Signal Processing Conference, 2020
Feature-based Response Prediction to Immunotherapy of late-stage Melanoma Patients Using PET/MR Imaging.
Proceedings of the 28th European Signal Processing Conference, 2020
Proceedings of the 28th European Signal Processing Conference, 2020
Semi-supervised Riemannian Dimensionality Reduction and Classification Using a Manifold-based Random Walker Graph.
Proceedings of the 28th European Signal Processing Conference, 2020
Proceedings of the 28th European Signal Processing Conference, 2020
Proceedings of the 28th European Signal Processing Conference, 2020
Proceedings of the 28th European Signal Processing Conference, 2020
Deep-learning based motion-corrected image reconstruction in 4D magnetic resonance imaging of the body trunk.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2020
2019
Simultaneous Volumetric Segmentation of Vertebral Bodies and Intervertebral Discs on Fat-Water MR Images.
IEEE J. Biomed. Health Informatics, 2019
Wavelength-Diverse MIMO Radar: Parameter-Coupling, Array-Carrier Optimization and Direction-of-Arrival Estimation.
IEEE Trans. Aerosp. Electron. Syst., 2019
High-Performance Automotive Radar: A review of signal processing algorithms and modulation schemes.
IEEE Signal Process. Mag., 2019
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the 27th European Signal Processing Conference, 2019
Proceedings of the 27th European Signal Processing Conference, 2019
Prediction of FDG uptake in Lung Tumors from CT Images Using Generative Adversarial Networks.
Proceedings of the 27th European Signal Processing Conference, 2019
Spatial and Hierarchical Riemannian Dimensionality Reduction and Dictionary Learning for Segmenting Multichannel Images.
Proceedings of the 27th European Signal Processing Conference, 2019
Volumetric Surface-guided Graph-based Segmentation of Cardiac Adipose Tissues on Fat-Water MR Images.
Proceedings of the 27th European Signal Processing Conference, 2019
Training Variational Autoencoders with Discrete Latent Variables Using Importance Sampling.
Proceedings of the 27th European Signal Processing Conference, 2019
Proceedings of the 27th European Signal Processing Conference, 2019
Proceedings of the 27th European Signal Processing Conference, 2019
Monte-Carlo Analysis for Quality Estimation of Gradient Correction Algorithms in Simultaneous Surface EMG-MRI Measurements using Signal Synthesis and Class Probability.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Proceedings of the IEEE Data Science Workshop, 2019
2018
IEEE Trans. Veh. Technol., 2018
Subset selection for visualization of relevant image fractions for deep learning based semantic image segmentation.
J. Frankl. Inst., 2018
On the contextual aspects of using deep convolutional neural network for semantic image segmentation.
J. Electronic Imaging, 2018
A Study of Human Body Characteristics Effect on Micro-Doppler-Based Person Identification using Deep Learning.
CoRR, 2018
CoRR, 2018
Neural Network Ensembles to Real-time Identification of Plug-level Appliance Measurements.
CoRR, 2018
CoRR, 2018
Int. J. Comput. Assist. Radiol. Surg., 2018
Proceedings of the Signal Processing: Algorithms, 2018
Ensemble Learning to EEG-Based Brain Computer Interfaces with Applications on P300-Spellers.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018
Binary Segmentation Based Class Extension in Semantic Image Segmentation Using Convolutional Neural Networks.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Person Recognition Based on Micro-Doppler and Thermal Infrared Camera Fusion for Firefighting.
Proceedings of the 21st International Conference on Information Fusion, 2018
Proceedings of the 26th European Signal Processing Conference, 2018
Proceedings of the 26th European Signal Processing Conference, 2018
A Hierarchical Ensemble Classifier for Multilabel Segmentation of Fat-Water MR Images.
Proceedings of the 26th European Signal Processing Conference, 2018
Proceedings of the 26th European Signal Processing Conference, 2018
A Surface Electromyography-Driven Magnetic Resonance Sequence Controller for Real-Time Myoelectric Triggered Imaging.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events, 2018
Graphical User Interface for Medical Deep Learning - Application to Magnetic Resonance Imaging.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2018
2017
Medical Image Anal., 2017
Accurate robust nonlinear surface registration with simultaneous point cloud and triangular mesh representation.
Proceedings of the Signal Processing: Algorithms, 2017
Proceedings of the Signal Processing: Algorithms, 2017
A model for improved association of radar and camera objects in an indoor environment.
Proceedings of the Sensor Data Fusion: Trends, Solutions, Applications, 2017
An easy-to-use image labeling platform for automatic magnetic resonance image quality assessment.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
Unsupervised image segmentation using convolutional autoencoder with total variation regularization as preprocessing.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
A novel layerwise pruning method for model reduction of fully connected deep neural networks.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Selecting optimal layer reduction factors for model reduction of deep neural networks.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Proceedings of the 25th European Signal Processing Conference, 2017
Active learning with cross-dataset validation in event-based non-intrusive load monitoring.
Proceedings of the 25th European Signal Processing Conference, 2017
Automatic atlas-guided constrained random Walker algorithm for 3D segmentation of muscles on water magnetic resonance images.
Proceedings of the 25th European Signal Processing Conference, 2017
A continuous cost function for the reconstruction of wired networks from reflection measurements.
Proceedings of the 25th European Signal Processing Conference, 2017
2016
MR Image Reconstruction Using a Combination of Compressed Sensing and Partial Fourier Acquisition: ESPReSSo.
IEEE Trans. Medical Imaging, 2016
Proceedings of the 2016 Visual Communications and Image Processing, 2016
An unsupervised object-level image segmentation method based on foreground and background priors.
Proceedings of the 2016 IEEE Southwest Symposium on Image Analysis and Interpretation, 2016
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, 2016
A novel DNN-HMM-based approach for extracting single loads from aggregate power signals.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 24th European Signal Processing Conference, 2016
Proceedings of the 24th European Signal Processing Conference, 2016
2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Combining Compressed Sensing with motion correction in acquisition and reconstruction for PET/MR.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015
A new approach for supervised power disaggregation by using a deep recurrent LSTM network.
Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015
Toward a semi-supervised non-intrusive load monitoring system for event-based energy disaggregation.
Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015
Proceedings of the 23rd European Signal Processing Conference, 2015
2014
Eyelid-based driver state classification under simulated and real driving conditions.
Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014
Optimal time division multiplexing schemes for DOA estimation of a moving target using a colocated MIMO radar.
Proceedings of the 2014 IEEE International Symposium on Signal Processing and Information Technology, 2014
A theoretical study of the statistical and spectral properties of polar transmitter signals.
Proceedings of the IEEE International Symposium on Circuits and Systemss, 2014
Proceedings of the Pattern Recognition - 36th German Conference, 2014
2013
Cramér-Rao Bound for Circular and Noncircular Complex Independent Component Analysis.
IEEE Trans. Signal Process., 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Colocated MIMO radar: Cramer-Rao bound and optimal time division multiplexing for DOA estimation of moving targets.
Proceedings of the IEEE International Conference on Acoustics, 2013
Segmentation of magnetic resonance images in presence of severe intensity inhomogeneities.
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
2012
Bayesian Estimation for Nonstandard Loss Functions Using a Parametric Family of Estimators.
IEEE Trans. Signal Process., 2012
Identification and validation of lateral driver models on experimentally induced driving behavior.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Proceedings of the Latent Variable Analysis and Signal Separation, 2012
On the solution of circular and noncircular complex KLD-ICA in the presence of noise.
Proceedings of the 20th European Signal Processing Conference, 2012
2011
Antenna geometry optimization for 2D direction-of-arrival estimation for radar imaging.
Proceedings of the 2011 International ITG Workshop on Smart Antennas, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
2010
Efficient recursive estimators for a linear, time-varying Gaussian model with general constraints.
IEEE Trans. Signal Process., 2010
Array geometry optimization for direction-of-arrival estimation including subarrays and tapering.
Proceedings of the 2010 International ITG Workshop on Smart Antennas, 2010
Motion compensation for obstacle detection based on homography and odometric data with virtual camera perspectives.
Proceedings of the IEEE Intelligent Vehicles Symposium (IV), 2010
Automatic extrinsic camera self-calibration based on homography and epipolar geometry.
Proceedings of the IEEE Intelligent Vehicles Symposium (IV), 2010
Camera-based drowsiness reference for driver state classification under real driving conditions.
Proceedings of the IEEE Intelligent Vehicles Symposium (IV), 2010
Estimation of lane data-based features by odometric vehicle data for driver state monitoring.
Proceedings of the 13th International IEEE Conference on Intelligent Transportation Systems, 2010
On the robustness of the multidimensional state coherence transform for solving the permutation problem of frequency-domain ICA.
Proceedings of the IEEE International Conference on Acoustics, 2010
Adaptive Segmentation and Separation of Determined Convolutive Mixtures under Dynamic Conditions.
Proceedings of the Latent Variable Analysis and Signal Separation, 2010
Blind Source Separation Based on Time-Frequency Sparseness in the Presence of Spatial Aliasing.
Proceedings of the Latent Variable Analysis and Signal Separation, 2010
Proceedings of the 18th European Signal Processing Conference, 2010
Proceedings of the 18th European Signal Processing Conference, 2010
Drowsiness monitoring by steering and lane data based features under real driving conditions.
Proceedings of the 18th European Signal Processing Conference, 2010
Proceedings of the 9. ITG-Fachtagung Sprachkommunikation 2010, 2010
Proceedings of the 9. ITG-Fachtagung Sprachkommunikation 2010, 2010
2009
Proceedings of the IEEE International Conference on Acoustics, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
Robustification and optimization of a Kalman filter with measurement loss using linear precoding.
Proceedings of the American Control Conference, 2009
2008
IEEE Trans. Speech Audio Process., 2008
Proceedings of the IEEE International Conference on Acoustics, 2008
A generalized optimal correlating transform for multiple description coding and its theoretical analysis.
Proceedings of the IEEE International Conference on Acoustics, 2008
2007
Proceedings of the IEEE International Conference on Acoustics, 2007
Efficient Synthesis of Approximately Consistent Graphs for Acoustic Multi-Source Localization.
Proceedings of the IEEE International Conference on Acoustics, 2007
2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
2005
Cramer-Rao bound and optimum sensor array for source localization from time differences of arrival.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
1996
J. VLSI Signal Process., 1996
IEEE Trans. Signal Process., 1996
Asymptotic convergence analysis of the projection approximation subspace tracking algorithms.
Signal Process., 1996
Proceedings of the Fourth International Symposium on Signal Processing and Its Applications, 1996
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996
1995
IEEE Signal Process. Lett., 1995
Proceedings of the 1995 International Conference on Acoustics, 1995
1994
IEEE Trans. Signal Process., 1994
An adaptive algorithm of linear computational complexity for both rank and subspace tracking.
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994
1993
A rotation based multichannel least squares lattice algorithm for adaptive nonlinear filters.
Proceedings of the 1993 IEEE International Symposium on Circuits and Systems, 1993
Subspace tracking based on the projection approach and the recursive least squares method.
Proceedings of the IEEE International Conference on Acoustics, 1993
1992
Rotation-based RLS algorithms: unified derivations, numerical properties, and parallel implementations.
IEEE Trans. Signal Process., 1992
1989
On a systolic implementation and the numerical properties of a multiple constrained adaptive beamformer.
Proceedings of the IEEE International Conference on Acoustics, 1989
1988
Proceedings of the IEEE International Conference on Acoustics, 1988