Syed M. Naqvi
Orcid: 0000-0002-1547-0908
According to our database1,
Syed M. Naqvi
authored at least 110 papers
between 2007 and 2023.
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Bibliography
2023
Abnormal event detection for video surveillance using an enhanced two-stream fusion method.
Neurocomputing, October, 2023
IET Image Process., February, 2023
IEEE ACM Trans. Audio Speech Lang. Process., 2023
Learning with Noisy Labels for Human Fall Events Classification: Joint Cooperative Training with Trinity Networks.
CoRR, 2023
Position and Orientation-Aware One-Shot Learning for Medical Action Recognition from Signal Data.
CoRR, 2023
IEEE Access, 2023
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023
Proceedings of the 2023 IEEE SENSORS, Vienna, Austria, October 29 - Nov. 1, 2023, 2023
One-Shot Medical Action Recognition With A Cross-Attention Mechanism And Dynamic Time Warping.
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the 31st European Signal Processing Conference, 2023
MEMS Gyroscope and the Ego-Motion Estimation Information Fusion for the Low-Cost Freehand Ultrasound Scanner.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023
2022
IEEE Trans. Artif. Intell., 2022
Feature Learning and Ensemble Pre-Tasks Based Self-Supervised Speech Denoising and Dereverberation.
CoRR, 2022
Self-Supervised Learning and Multi-Task Pre-Training Based Single-Channel Acoustic Denoising.
Proceedings of the IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
Privacy Preserving Multi-class Fall Classification Based on Cascaded Learning And Noisy Labels Handling.
Proceedings of the 25th International Conference on Information Fusion, 2022
Proceedings of the 25th International Conference on Information Fusion, 2022
2021
A Multi-Scale Feature Recalibration Network for End-to-End Single Channel Speech Enhancement.
IEEE J. Sel. Top. Signal Process., 2021
Self-Supervised Learning based Monaural Speech Enhancement with Multi-Task Pre-Training.
CoRR, 2021
Self-Supervised Learning based Monaural Speech Enhancement with Complex-Cycle-Consistent.
CoRR, 2021
CoRR, 2021
Proceedings of the IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2021
Proceedings of the 24th IEEE International Conference on Information Fusion, 2021
2020
IEEE Trans. Multim., 2020
IET Signal Process., 2020
Image Segmentation Based Privacy-Preserving Human Action Recognition for Anomaly Detection.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Multi-Scale Residual Convolutional Encoder Decoder with Bidirectional Long Short-Term Memory for Single Channel Speech Enhancement.
Proceedings of the 28th European Signal Processing Conference, 2020
2019
IEEE Trans. Multim., 2019
Two-Stage Monaural Source Separation in Reverberant Room Environments Using Deep Neural Networks.
IEEE ACM Trans. Audio Speech Lang. Process., 2019
Monaural Source Separation in Complex Domain With Long Short-Term Memory Neural Network.
IEEE J. Sel. Top. Signal Process., 2019
Enhanced pooling method for convolutional neural networks based on optimal search theory.
IET Image Process., 2019
Enhanced Adversarial Learning Based Video Anomaly Detection with Object Confidence and Position.
Proceedings of the 13th International Conference on Signal Processing and Communication Systems, 2019
Proceedings of the 13th International Conference on Signal Processing and Communication Systems, 2019
Proceedings of the 13th International Conference on Signal Processing and Communication Systems, 2019
Proceedings of the 13th International Conference on Signal Processing and Communication Systems, 2019
Privacy-preserving Online Human Behaviour Anomaly Detection Based on Body Movements and Objects Positions.
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the 22th International Conference on Information Fusion, 2019
Proceedings of the 22th International Conference on Information Fusion, 2019
Monaural Source Separation Based on Sequentially Trained LSTMs in Real Room Environments.
Proceedings of the 27th European Signal Processing Conference, 2019
2018
IEEE Trans. Instrum. Meas., 2018
Robust selection of the degrees of freedom in the Student's <i>t</i> distribution through Multiple Model Adaptive Estimation.
Signal Process., 2018
ActionXPose: A Novel 2D Multi-view Pose-based Algorithm for Real-time Human Action Recognition.
CoRR, 2018
IEEE Access, 2018
Particle PHD Filter Based Multiple Human Tracking Using Online Group-Structured Dictionary Learning.
IEEE Access, 2018
Deep-Learning Based Facial Expression Recognition System Evaluated on Three Spontaneous Databases.
Proceedings of the 9th International Symposium on Signal, Image, Video and Communications, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
GM-PHD Filter Based Online Multiple Human Tracking Using Deep Discriminative Correlation Matching.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
3D-Hog Embedding Frameworks for Single and Multi-Viewpoints Action Recognition Based on Human Silhouettes.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Collaborative Detector Fusion of Data-Driven PHD Filter for Online Multiple Human Tracking.
Proceedings of the 21st International Conference on Information Fusion, 2018
Enhanced Time-Frequency Masking by Using Neural Networks for Monaural Source Separation in Reverberant Room Environments.
Proceedings of the 26th European Signal Processing Conference, 2018
2017
IEEE Trans. Multim., 2017
Monaural source separation based on adaptive discriminative criterion in neural networks.
Proceedings of the 22nd International Conference on Digital Signal Processing, 2017
Study of image-based expression recognition techniques on three recent spontaneous databases.
Proceedings of the 22nd International Conference on Digital Signal Processing, 2017
Underdetermined source separation using time-frequency masks and an adaptive combined Gaussian-Student's t probabilistic model.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Particle PHD filter based multi-target tracking using discriminative group-structured dictionary learning.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
2016
Multi-Target Tracking and Occlusion Handling With Learned Variational Bayesian Clusters and a Social Force Model.
IEEE Trans. Signal Process., 2016
IEEE Signal Process. Lett., 2016
Proceedings of the 2016 IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), 2016
Proceedings of the 2016 IEEE International Conference on Digital Signal Processing, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
A robust and efficient system identification method for a state-space model with heavy-tailed process and measurement noises.
Proceedings of the 19th International Conference on Information Fusion, 2016
Proceedings of the 19th International Conference on Information Fusion, 2016
Independent vector analysis for source separation using an energy driven mixed student's T and super Gaussian source prior.
Proceedings of the 24th European Signal Processing Conference, 2016
2015
Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015
Variational EM for clustering interaural phase cues in MESSL for blind source separation of speech.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
IVA algorithms using a multivariate Student's t source prior for speech source separation in real room environments.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Real-time independent vector analysis with Student's t source prior for convolutive speech mixtures.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
A Robust student's-t distribution PHD filter with OCSVM updating for multiple human tracking.
Proceedings of the 23rd European Signal Processing Conference, 2015
Kalman Filter Enhanced Parametric Classifiers for Spectrum Sensing Under Flat Fading Channels.
Proceedings of the Cognitive Radio Oriented Wireless Networks, 2015
2014
IEEE Trans. Multim., 2014
IEEE Signal Process. Mag., 2014
Independent vector analysis with a generalized multivariate Gaussian source prior for frequency domain blind source separation.
Signal Process., 2014
Proceedings of the 19th International Conference on Digital Signal Processing, 2014
Proceedings of the 19th International Conference on Digital Signal Processing, 2014
Variational Bayesian learning technique for spectrum sensing in cognitive radio networks.
Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014
Proceedings of the 17th International Conference on Information Fusion, 2014
A Bayesian performance bound for time-delay of arrival based acoustic source tracking in a reverberant environment.
Proceedings of the 17th International Conference on Information Fusion, 2014
2013
An Online One Class Support Vector Machine-Based Person-Specific Fall Detection System for Monitoring an Elderly Individual in a Room Environment.
IEEE J. Biomed. Health Informatics, 2013
IEEE Trans. Speech Audio Process., 2013
Int. J. Comput. Vis. Image Process., 2013
Video-informed approach for enhancing audio source separation through noise source suppression.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2013
Two-stage audio-visual speech dereverberation and separation based on models of the interaural spatial cues and spatial covariance.
Proceedings of the 18th International Conference on Digital Signal Processing, 2013
Variational Bayesian and belief propagation based data association for multi-target tracking.
Proceedings of the IEEE International Conference on Acoustics, 2013
Independent vector analysis with a multivariate generalized gaussian source prior for frequency domain blind source separation.
Proceedings of the IEEE International Conference on Acoustics, 2013
A new cascaded spectral subtraction approach for binaural speech dereverberation and its application in source separation.
Proceedings of the IEEE International Conference on Acoustics, 2013
Clustering and a joint probabilistic data association filter for dealing with occlusions in multi-target tracking.
Proceedings of the 16th International Conference on Information Fusion, 2013
Proceedings of the 16th International Conference on Information Fusion, 2013
Auxiliary function based iva using a source prior exploiting fourth order relationships.
Proceedings of the 21st European Signal Processing Conference, 2013
2012
A Posture Recognition-Based Fall Detection System for Monitoring an Elderly Person in a Smart Home Environment.
IEEE Trans. Inf. Technol. Biomed., 2012
Multimodal (audio-visual) source separation exploiting multi-speaker tracking, robust beamforming and time-frequency masking.
IET Signal Process., 2012
Audio video based fast fixed-point independent vector analysis for multisource separation in a room environment.
EURASIP J. Adv. Signal Process., 2012
Robust independent vector analysis based on exploiting phase continuity of the unmixing matrix.
Proceedings of the 11th International Conference on Information Science, 2012
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
2011
Proceedings of the 17th International Conference on Digital Signal Processing, 2011
Fall detection for the elderly in a smart room by using an enhanced one class support vector machine.
Proceedings of the 17th International Conference on Digital Signal Processing, 2011
Fall detection in a smart room by using a fuzzy one class support vector machine and imperfect training data.
Proceedings of the IEEE International Conference on Acoustics, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
Multimodal blind source separation with a circular microphone array and robust beamforming.
Proceedings of the 19th European Signal Processing Conference, 2011
Robust feature selection for scaling ambiguity reduction in audio-visual convolutive BSS.
Proceedings of the 19th European Signal Processing Conference, 2011
2010
IEEE J. Sel. Top. Signal Process., 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
2009
Proceedings of the IEEE International Conference on Acoustics, 2009
2008
Blind source extraction of heart sound signals from lung sound recordings exploiting periodicity of the heart sound.
Proceedings of the IEEE International Conference on Acoustics, 2008
A multimodal approach for frequency domain independent component analysis with geometrically-based initialization.
Proceedings of the 2008 16th European Signal Processing Conference, 2008
2007
A Geometrically Constrained Multimodal Approach for Convolutive Blind Source Separation.
Proceedings of the IEEE International Conference on Acoustics, 2007