Syed Mohsen Naqvi

ORCID

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 71

Top Venues

Publications

Jiawei Yan, Yuxing Yang, Syed Mohsen Naqvi
Object Detection Oriented Privacy-Preserving Frame-Level Video Anomaly Detection. ICASSP (2024)
Leiyu Xie, Yuxing Yang, Zeyu Fu, Syed Mohsen Naqvi
One-Shot Medical Action Recognition With A Cross-Attention Mechanism And Dynamic Time Warping. ICASSP (2023)
Leiyu Xie, Yuxing Yang, Zeyu Fu, Syed Mohsen Naqvi
Position and Orientation-Aware One-Shot Learning for Medical Action Recognition from Signal Data. CoRR (2023)
Yuxing Yang, Zeyu Fu, Syed Mohsen Naqvi
Abnormal event detection for video surveillance using an enhanced two-stream fusion method. Neurocomputing 553 (2023)
Yuxing Yang, Zeyu Fu, Syed Mohsen Naqvi
A Scene-Adaptive Framework for Pose-Oriented Abnormal Event Detection. EUSIPCO (2023)
Yi Li, Yang Sun, Wenwu Wang, Syed Mohsen Naqvi
U-Shaped Transformer With Frequency-Band Aware Attention for Speech Enhancement. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Yichun Li, Rajesh Nair, Syed Mohsen Naqvi
Video-Based Skeleton Data Analysis for ADHD Detection. SSCI (2023)
Leiyu Xie, Yang Sun, Syed Mohsen Naqvi
Learning with Noisy Labels for Human Fall Events Classification: Joint Cooperative Training with Trinity Networks. CoRR (2023)
Yichun Li, Yi Li, Rajesh Nair, Syed Mohsen Naqvi
Skeleton-based action analysis for ADHD diagnosis. CoRR (2023)
Yichun Li, Yuxing Yang, Rajesh Nair, Syed Mohsen Naqvi
Action-Based ADHD Diagnosis in Video. ESANN (2023)
ShuangLin Li, Rajesh Nair, Syed Mohsen Naqvi
Detecting ADHD from Speech Using Full-Band and Sub-Band Convolution Fusion Network. SENSORS (2023)
Ayusha Abbas, Jeffrey A. Neasham, Syed Mohsen Naqvi
MEMS Gyroscope and the Ego-Motion Estimation Information Fusion for the Low-Cost Freehand Ultrasound Scanner. BIBM (2023)
Christian Nash, Rajesh Nair, Syed Mohsen Naqvi
Machine Learning in ADHD and Depression Mental Health Diagnosis: A Survey. IEEE Access 11 (2023)
Yuxing Yang, Federico Angelini, Syed Mohsen Naqvi
Pose-driven human activity anomaly detection in a CCTV-like environment. IET Image Process. 17 (3) (2023)
Leiyu Xie, Yang Sun, Jonathon A. Chambers, Syed Mohsen Naqvi
Two-stage Fall Events Classification with Human Skeleton Data. CoRR (2022)
Yi Li, Yang Sun, Kirill V. Horoshenkov, Syed Mohsen Naqvi
Domain Adaptation and Autoencoder-Based Unsupervised Speech Enhancement. IEEE Trans. Artif. Intell. 3 (1) (2022)
Yi Li, Yang Sun, Syed Mohsen Naqvi
Self-Supervised Learning and Multi-Task Pre-Training Based Single-Channel Acoustic Denoising. MFI (2022)
Christian Nash, Rajesh Nair, Syed Mohsen Naqvi
Machine Learning and ADHD Mental Health Detection - A Short Survey. FUSION (2022)
Yuxing Yang, Zeyu Fu, Syed Mohsen Naqvi
A Two-Stream Information Fusion Approach to Abnormal Event Detection in Video. ICASSP (2022)
Yi Li, ShuangLin Li, Yang Sun, Syed Mohsen Naqvi
Feature Learning and Ensemble Pre-Tasks Based Self-Supervised Speech Denoising and Dereverberation. CoRR (2022)
Leiyu Xie, Yang Sun, Jonathon A. Chambers, Syed Mohsen Naqvi
Privacy Preserving Multi-class Fall Classification Based on Cascaded Learning And Noisy Labels Handling. FUSION (2022)
Leiyu Xie, Yuxing Yang, Zeyu Fu, Syed Mohsen Naqvi
Skeleton-based Fall Events Classification with Data Fusion. MFI (2021)
Yi Li, Yang Sun, Syed Mohsen Naqvi
U-shaped Transformer with Frequency-Band Aware Attention for Speech Enhancement. CoRR (2021)
Yi Li, Yang Sun, Kirill V. Horoshenkov, Syed Mohsen Naqvi
Domain Adaptation and Autoencoder Based Unsupervised Speech Enhancement. CoRR (2021)
Yi Li, Yang Sun, Syed Mohsen Naqvi
Self-Supervised Learning based Monaural Speech Enhancement with Complex-Cycle-Consistent. CoRR (2021)
Yuxing Yang, Yang Xian, Zeyu Fu, Syed Mohsen Naqvi
Video Anomaly Detection for Surveillance Based on Effective Frame Area. FUSION (2021)
Yang Xian, Yang Sun, Wenwu Wang, Syed Mohsen Naqvi
A Multi-Scale Feature Recalibration Network for End-to-End Single Channel Speech Enhancement. IEEE J. Sel. Top. Signal Process. 15 (1) (2021)
Yang Xian, Yang Sun, Wenwu Wang, Syed Mohsen Naqvi
Convolutional fusion network for monaural speech enhancement. Neural Networks 143 (2021)
Yi Li, Yang Sun, Syed Mohsen Naqvi
Self-Supervised Learning based Monaural Speech Enhancement with Multi-Task Pre-Training. CoRR (2021)
Jiawei Yan, Federico Angelini, Syed Mohsen Naqvi
Image Segmentation Based Privacy-Preserving Human Action Recognition for Anomaly Detection. ICASSP (2020)
Federico Angelini, Zeyu Fu, Yang Long, Ling Shao, Syed Mohsen Naqvi
2D Pose-Based Real-Time Human Action Recognition With Occlusion-Handling. IEEE Trans. Multim. 22 (6) (2020)
Yang Xian, Yang Sun, Wenwu Wang, Syed Mohsen Naqvi
Multi-Scale Residual Convolutional Encoder Decoder with Bidirectional Long Short-Term Memory for Single Channel Speech Enhancement. EUSIPCO (2020)
Yi Li, Yang Sun, Syed Mohsen Naqvi
Single-channel dereverberation and denoising based on lower band trained SA-LSTMs. IET Signal Process. 14 (10) (2020)
Federico Angelini, Syed Mohsen Naqvi
Joint RGB-Pose Based Human Action Recognition for Anomaly Detection Applications. FUSION (2019)
Zeyu Fu, Xin Lai, Syed Mohsen Naqvi
Enhanced Detection Reliability for Human Tracking Based Video Analytics. FUSION (2019)
Yi Li, Yang Sun, Syed Mohsen Naqvi
Monaural Source Separation Based on Sequentially Trained LSTMs in Real Room Environments. EUSIPCO (2019)
Federico Angelini, Jiawei Yan, Syed Mohsen Naqvi
Privacy-preserving Online Human Behaviour Anomaly Detection Based on Body Movements and Objects Positions. ICASSP (2019)
Xin Lai, Le Zhou, Zeyu Fu, Syed Mohsen Naqvi, Jonathon A. Chambers
Enhanced pooling method for convolutional neural networks based on optimal search theory. IET Image Process. 13 (12) (2019)
Zeyu Fu, Federico Angelini, Jonathon A. Chambers, Syed Mohsen Naqvi
Multi-Level Cooperative Fusion of GM-PHD Filters for Online Multiple Human Tracking. IEEE Trans. Multim. 21 (9) (2019)
Yang Xian, Yang Sun, Wenwu Wang, Syed Mohsen Naqvi
Monaural Speech Enhancement Based On Two Stage Long Short-Term Memory Networks. ICSPCS (2019)
Yang Sun, Yang Xian, Wenwu Wang, Syed Mohsen Naqvi
Single-Channel Speech Enhancement with Sequentially Trained DNN System. ICSPCS (2019)
Yang Sun, Wenwu Wang, Jonathon A. Chambers, Syed Mohsen Naqvi
Two-Stage Monaural Source Separation in Reverberant Room Environments Using Deep Neural Networks. IEEE ACM Trans. Audio Speech Lang. Process. 27 (1) (2019)
Yi Li, Yang Sun, Syed Mohsen Naqvi
PSD and Signal Approximation-LSTM Based Speech Enhancement. ICSPCS (2019)
Ayusha Abbas, Jeffrey A. Neasham, Syed Mohsen Naqvi
Ego-motion Estimation for Low-cost Freehand Ultrasound Scanner. ICASSP (2019)
Yang Sun, Yang Xian, Wenwu Wang, Syed Mohsen Naqvi
Monaural Source Separation in Complex Domain With Long Short-Term Memory Neural Network. IEEE J. Sel. Top. Signal Process. 13 (2) (2019)
Yuxing Yang, Zeyu Fu, Syed Mohsen Naqvi
Enhanced Adversarial Learning Based Video Anomaly Detection with Object Confidence and Position. ICSPCS (2019)
Federico Angelini, Zeyu Fu, Yang Long, Ling Shao, Syed Mohsen Naqvi
ActionXPose: A Novel 2D Multi-view Pose-based Algorithm for Real-time Human Action Recognition. CoRR (2018)
Federico Angelini, Zeyu Fu, Sergio A. Velastin, Jonathon A. Chambers, Syed Mohsen Naqvi
3D-Hog Embedding Frameworks for Single and Multi-Viewpoints Action Recognition Based on Human Silhouettes. ICASSP (2018)
Zeyu Fu, Pengming Feng, Federico Angelini, Jonathon A. Chambers, Syed Mohsen Naqvi
Particle PHD Filter Based Multiple Human Tracking Using Online Group-Structured Dictionary Learning. IEEE Access 6 (2018)
Syed Mohsen Naqvi, MyungKeun Yoon
Finding Widespread Events with Simple Bitmaps. IEICE Trans. Inf. Syst. (12) (2018)
Ji-Man Jeong, Syed Mohsen Naqvi, MyungKeun Yoon
Accurate and Communication-Efficient Detection of Widespread Events. IEEE Access 6 (2018)
Zeyu Fu, Syed Mohsen Naqvi, Jonathon A. Chambers
Collaborative Detector Fusion of Data-Driven PHD Filter for Online Multiple Human Tracking. FUSION (2018)
Qian Li, Yueyang Ben, Syed Mohsen Naqvi, Jeffrey A. Neasham, Jonathon A. Chambers
Robust Student's t-Based Cooperative Navigation for Autonomous Underwater Vehicles. IEEE Trans. Instrum. Meas. 67 (8) (2018)
Yang Sun, Wenwu Wang, Jonathon A. Chambers, Syed Mohsen Naqvi
Enhanced Time-Frequency Masking by Using Neural Networks for Monaural Source Separation in Reverberant Room Environments. EUSIPCO (2018)
Yang Xian, Yang Sun, Jonathon A. Chambers, Syed Mohsen Naqvi
Geometric Information Based Monaural Speech Separation Using Deep Neural Network. ICASSP (2018)
Qian Li, Yueyang Ben, Jiubin Tan, Syed Mohsen Naqvi, Jonathon A. Chambers
distribution through Multiple Model Adaptive Estimation. Signal Process. 153 (2018)
Hayfaa Hussein, Federico Angelini, Syed Mohsen Naqvi, Jonathon A. Chambers
Deep-Learning Based Facial Expression Recognition System Evaluated on Three Spontaneous Databases. ISIVC (2018)
Zeyu Fu, Federico Angelini, Syed Mohsen Naqvi, Jonathon A. Chambers
GM-PHD Filter Based Online Multiple Human Tracking Using Deep Discriminative Correlation Matching. ICASSP (2018)
Hayfaa Hussein, Syed Mohsen Naqvi, Jonathon A. Chambers
Study of image-based expression recognition techniques on three recent spontaneous databases. DSP (2017)
Yang Sun, Waqas Rafique, Jonathon A. Chambers, Syed Mohsen Naqvi
Underdetermined source separation using time-frequency masks and an adaptive combined Gaussian-Student's t probabilistic model. ICASSP (2017)
Pengming Feng, Wenwu Wang, Satnam Singh Dlay, Syed Mohsen Naqvi, Jonathon A. Chambers
Social Force Model-Based MCMC-OCSVM Particle PHD Filter for Multiple Human Tracking. IEEE Trans. Multim. 19 (4) (2017)
Yang Sun, Lei Zhu, Jonathon A. Chambers, Syed Mohsen Naqvi
Monaural source separation based on adaptive discriminative criterion in neural networks. DSP (2017)
Zeyu Fu, Pengming Feng, Syed Mohsen Naqvi, Jonathon A. Chambers
Particle PHD filter based multi-target tracking using discriminative group-structured dictionary learning. ICASSP (2017)
Pengming Feng, Wenwu Wang, Syed Mohsen Naqvi, Jonathon A. Chambers
Adaptive Retrodiction Particle PHD Filter for Multiple Human Tracking. IEEE Signal Process. Lett. 23 (11) (2016)
Waqas Rafique, Suleiman Erateb, Syed Mohsen Naqvi, Satnam Singh Dlay, Jonathon A. Chambers
Independent vector analysis for source separation using an energy driven mixed student's T and super Gaussian source prior. EUSIPCO (2016)
Yulong Huang, Yonggang Zhang, Ning Li, Syed Mohsen Naqvi, Jonathon A. Chambers
A robust and efficient system identification method for a state-space model with heavy-tailed process and measurement noises. FUSION (2016)
Waqas Rafique, Syed Mohsen Naqvi, Jonathon A. Chambers
Mixed source prior for the fast independent vector analysis algorithm. SAM (2016)
Yulong Huang, Yonggang Zhang, Ning Li, Syed Mohsen Naqvi, Jonathon A. Chambers
A robust Student's t based cubature filter. FUSION (2016)
Pengming Feng, Wenwu Wang, Syed Mohsen Naqvi, Satnam Singh Dlay, Jonathon A. Chambers
Social force model aided robust particle PHD filter for multiple human tracking. ICASSP (2016)
Ata ur-Rehman, Syed Mohsen Naqvi, Lyudmila Mihaylova, Jonathon A. Chambers
Multi-Target Tracking and Occlusion Handling With Learned Variational Bayesian Clusters and a Social Force Model. IEEE Trans. Signal Process. 64 (5) (2016)
Zeyu Fu, Pengming Feng, Syed Mohsen Naqvi, Jonathon A. Chambers
Robust particle PHD filter with sparse representation for multi-target tracking. DSP (2016)
Ata ur-Rehman, Syed Mohsen Naqvi, Lyudmila Mihaylova, Jonathon A. Chambers
Multi-Target Tracking and Occlusion Handling with Learned Variational Bayesian Clusters and a Social Force Model. CoRR (2015)
Jack Harris, Bertrand Rivet, Syed Mohsen Naqvi, Jonathon A. Chambers, Christian Jutten
Real-time independent vector analysis with Student's t source prior for convolutive speech mixtures. ICASSP (2015)
Waqas Rafique, Syed Mohsen Naqvi, Philip J. B. Jackson, Jonathon A. Chambers
IVA algorithms using a multivariate Student's t source prior for speech source separation in real room environments. ICASSP (2015)
Zeinab Zohny, Syed Mohsen Naqvi, Jonathon A. Chambers
Variational EM for clustering interaural phase cues in MESSL for blind source separation of speech. ICASSP (2015)
Pengming Feng, Wenwu Wang, Syed Mohsen Naqvi, Jonathon A. Chambers
A robust PHD filter with deep learning updating for multiple human tracking. DSP (2015)
Pengming Feng, Miao Yu, Syed Mohsen Naqvi, Wenwu Wang, Jonathon A. Chambers
A Robust student's-t distribution PHD filter with OCSVM updating for multiple human tracking. EUSIPCO (2015)
Jack Harris, Bertrand Rivet, Syed Mohsen Naqvi, Jonathon A. Chambers, Christian Jutten
Principal angles approach to time-domain filter design for target cancelation. DSP (2014)
Mark Barnard, Peter Koniusz, Wenwu Wang, Josef Kittler, Syed Mohsen Naqvi, Jonathon A. Chambers
Robust Multi-Speaker Tracking via Dictionary Learning and Identity Modeling. IEEE Trans. Multim. 16 (3) (2014)
Yanfeng Liang, Jack Harris, Syed Mohsen Naqvi, Gaojie Chen, Jonathon A. Chambers
Independent vector analysis with a generalized multivariate Gaussian source prior for frequency domain blind source separation. Signal Process. 105 (2014)
Pengming Feng, Miao Yu, Syed Mohsen Naqvi, Jonathon A. Chambers
Deep learning for posture analysis in fall detection. DSP (2014)
Olusegun Peter Awe, Syed Mohsen Naqvi, Sangarapillai Lambotharan
Variational Bayesian learning technique for spectrum sensing in cognitive radio networks. GlobalSIP (2014)
Xionghu Zhong, Wenwu Wang, Syed Mohsen Naqvi, Engsiong Chng
A Bayesian performance bound for time-delay of arrival based acoustic source tracking in a reverberant environment. FUSION (2014)
Ata ur-Rehman, Syed Mohsen Naqvi, Lyudmila Mihaylova, Jonathon A. Chambers
Multi-target tracking by using particle filtering and a social force model. FUSION (2014)
Jack Harris, Bertrand Rivet, Syed Mohsen Naqvi, Jonathon A. Chambers, Christian Jutten
Video-informed approach for enhancing audio source separation through noise source suppression. MLSP (2013)
Ata ur-Rehman, Syed Mohsen Naqvi, Lyudmila Mihaylova, Jonathon A. Chambers
Clustering and a joint probabilistic data association filter for dealing with occlusions in multi-target tracking. FUSION (2013)
Miao Yu, Yuanzhang Yu, Adel Rhuma, Syed Mohsen Naqvi, Liang Wang, Jonathon A. Chambers
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 17 (6) (2013)
Yanfeng Liang, Jack Harris, Gaojie Chen, Syed Mohsen Naqvi, Christian Jutten, Jonathon A. Chambers
Auxiliary function based iva using a source prior exploiting fourth order relationships. EUSIPCO (2013)
Yanfeng Liang, Syed Mohsen Naqvi, Jonathon A. Chambers
Independent vector analysis with a multivariate generalized gaussian source prior for frequency domain blind source separation. ICASSP (2013)
Mark Barnard, Wenwu Wang, Josef Kittler, Syed Mohsen Naqvi, Jonathon A. Chambers
Audio-visual face detection for tracking in a meeting room environment. FUSION (2013)
Muhammad Salman Khan, Syed Mohsen Naqvi, Jonathon A. Chambers
A new cascaded spectral subtraction approach for binaural speech dereverberation and its application in source separation. ICASSP (2013)
Ata ur-Rehman, Syed Mohsen Naqvi, Lyudmila Mihaylova, Jonathon A. Chambers
Variational Bayesian and belief propagation based data association for multi-target tracking. ICASSP (2013)
Muhammad Salman Khan, Syed Mohsen Naqvi, Jonathon A. Chambers
Two-stage audio-visual speech dereverberation and separation based on models of the interaural spatial cues and spatial covariance. DSP (2013)
Yanfeng Liang, Syed Mohsen Naqvi, Jonathon A. Chambers
Robust independent vector analysis based on exploiting phase continuity of the unmixing matrix. ISSPA (2012)
Syed Mohsen Naqvi, Wenwu Wang, Muhammad Salman Khan, Mark Barnard, Jonathon A. Chambers
Multimodal (audio-visual) source separation exploiting multi-speaker tracking, robust beamforming and time-frequency masking. IET Signal Process. 6 (5) (2012)
Miao Yu, Adel Rhuma, Syed Mohsen Naqvi, Liang Wang, Jonathon A. Chambers
A Posture Recognition-Based Fall Detection System for Monitoring an Elderly Person in a Smart Home Environment. IEEE Trans. Inf. Technol. Biomed. 16 (6) (2012)
Mark Barnard, Wenwu Wang, Josef Kittler, Syed Mohsen Naqvi, Jonathon A. Chambers
A dictionary learning approach to tracking. ICASSP (2012)
Qingju Liu, Syed Mohsen Naqvi, Wenwu Wang, Philip J. B. Jackson, Jonathon A. Chambers
Robust feature selection for scaling ambiguity reduction in audio-visual convolutive BSS. EUSIPCO (2011)
Miao Yu, Adel Rhuma, Syed Mohsen Naqvi, Jonathon A. Chambers
Fall detection for the elderly in a smart room by using an enhanced one class support vector machine. DSP (2011)
Syed Mohsen Naqvi, Muhammad Salman Khan, Qingju Liu, Wenwu Wang, Jonathon A. Chambers
Multimodal blind source separation with a circular microphone array and robust beamforming. EUSIPCO (2011)

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Publication Activity (10 Years)

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Syed Mohsen Naqvi