Nasser Mohammadiha

According to our database1, Nasser Mohammadiha authored at least 34 papers between 2011 and 2019.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2019
Recurrent Conditional Generative Adversarial Networks for Autonomous Driving Sensor Modelling.
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

2018
A Statistical GPS Error Model for Autonomous Driving.
Proceedings of the 2018 IEEE Intelligent Vehicles Symposium, 2018

Statistical Sensor Modelling for Autonomous Driving Using Autoregressive Input-Output HMMs.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Clustering Vehicle Maneuver Trajectories Using Mixtures of Hidden Markov Models.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

A Data-Driven Generative Model for GPS Sensors for Autonomous Driving.
Proceedings of the 1st IEEE/ACM International Workshop on Software Engineering for AI in Autonomous Systems, 2018

2017
Speech Dereverberation Using Nonnegative Convolutive Transfer Function and Spectro temporal Modeling.
CoRR, 2017

Road friction estimation for connected vehicles using supervised machine learning.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2017

Imitation learning for vision-based lane keeping assistance.
Proceedings of the 20th IEEE International Conference on Intelligent Transportation Systems, 2017

2016
Speech Dereverberation Using Non-Negative Convolutive Transfer Function and Spectro-Temporal Modeling.
IEEE ACM Trans. Audio Speech Lang. Process., 2016

Offline object matching and evaluation process for verification of autonomous driving.
Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

2015
A State-Space Approach to Dynamic Nonnegative Matrix Factorization.
IEEE Trans. Signal Process., 2015

Joint acoustic and spectral modeling for speech dereverberation using non-negative representations.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Pitch estimation and tracking with harmonic emphasis on the acoustic spectrum.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Multi-channel linear prediction-based speech dereverberation with low-rank power spectrogram approximation.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

On application of non-negative matrix factorization for ad hoc microphone array calibration from incomplete noisy distances.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014
Static and Dynamic Source Separation Using Nonnegative Factorizations: A unified view.
IEEE Signal Process. Mag., 2014

Single-channel dynamic exemplar-based speech enhancement.
Proceedings of the INTERSPEECH 2014, 2014

Transient noise reduction using nonnegative matrix factorization.
Proceedings of the 4th Joint Workshop on Hands-free Speech Communication and Microphone Arrays, 2014

2013
Speech Enhancement Using Nonnegative MatrixFactorization and Hidden Markov Models.
PhD thesis, 2013

Continuous Hidden Markov Model for Pedestrian Activity Classification and Gait Analysis.
IEEE Trans. Instrum. Meas., 2013

Supervised and Unsupervised Speech Enhancement Using Nonnegative Matrix Factorization.
IEEE Trans. Speech Audio Process., 2013

Nonnegative HMM for Babble Noise Derived From Speech HMM: Application to Speech Enhancement.
IEEE Trans. Speech Audio Process., 2013

Spectral Domain Speech Enhancement Using HMM State-Dependent Super-Gaussian Priors.
IEEE Signal Process. Lett., 2013

Low-artifact source separation using probabilistic latent component analysis.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2013

Simultaneous noise classification and reduction using a priori learned models.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2013

Prediction based filtering and smoothing to exploit temporal dependencies in NMF.
Proceedings of the IEEE International Conference on Acoustics, 2013

Gamma hidden Markov model as a probabilistic Nonnegative Matrix Factorization.
Proceedings of the 21st European Signal Processing Conference, 2013

2012
Ground plane feature detection in mobile vision-aided inertial navigation.
Proceedings of the 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2012

A variational Bayes approach to the underdetermined blind source separation with automatic determination of the number of sources.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Single channel speech enhancement using Bayesian NMF with recursive temporal updates of prior distributions.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Sparsity level in a non-negative matrix factorization based speech strategy in cochlear implants.
Proceedings of the 20th European Signal Processing Conference, 2012

2011
A new linear MMSE filter for single channel speech enhancement based on Nonnegative Matrix Factorization.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2011

A new approach for speech enhancement based on a constrained Nonnegative Matrix Factorization.
Proceedings of the International Symposium on Intelligent Signal Processing and Communications Systems, 2011

An evaluation of noise power spectral density estimation algorithms in adverse acoustic environments.
Proceedings of the IEEE International Conference on Acoustics, 2011


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