Muhammad Usman

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University of Surrey ∙ The University of Texas at Austin ∙ Iqra University

Volumetric Lung Nodule Segmentation using Adaptive ROI with Multi-View Residual Learning

Accurate quantification of pulmonary nodules can greatly assist the earl...
12/31/2019 ∙ by Muhammad Usman, et al. ∙ 25 ∙ share

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Motion Corrected Multishot MRI Reconstruction Using Generative Networks with Sensitivity Encoding

Multishot Magnetic Resonance Imaging (MRI) is a promising imaging modali...
02/20/2019 ∙ by Muhammad Usman, et al. ∙ 7 ∙ share

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Automating Motion Correction in Multishot MRI Using Generative Adversarial Networks

Multishot Magnetic Resonance Imaging (MRI) has recently gained popularit...
11/24/2018 ∙ by Siddique Latif, et al. ∙ 1 ∙ share

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Cross Lingual Speech Emotion Recognition: Urdu vs. Western Languages

Cross-lingual speech emotion recognition is an important task for practi...
12/15/2018 ∙ by Siddique Latif, et al. ∙ 1 ∙ share

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Using Deep Autoencoders for Facial Expression Recognition

Feature descriptors involved in image processing are generally manually ...
01/25/2018 ∙ by Muhammad Usman, et al. ∙ 0 ∙ share

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Abnormal Heartbeat Detection Using Recurrent Neural Networks

The observation and management of cardiac features (using automated card...
01/25/2018 ∙ by Siddique Latif, et al. ∙ 0 ∙ share

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A Robust Variable Step Size Fractional Least Mean Square (RVSS-FLMS) Algorithm

In this paper, we propose an adaptive framework for the variable step si...
11/14/2017 ∙ by Shujaat Khan, et al. ∙ 0 ∙ share

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Interactive Diversity Optimization of Environments

The design of a building requires an architect to balance a wide range o...
01/23/2018 ∙ by Glen Berseth, et al. ∙ 0 ∙ share

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q-LMF: Quantum Calculus-based Least Mean Fourth Algorithm

Channel estimation is an essential part of modern communication systems ...
12/04/2018 ∙ by Alishba Sadiq, et al. ∙ 0 ∙ share

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Chaotic Time Series Prediction using Spatio-Temporal RBF Neural Networks

Due to the dynamic nature, chaotic time series are difficult predict. In...
08/17/2019 ∙ by Alishba Sadiq, et al. ∙ 0 ∙ share

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Quantum Calculus-based Volterra LMS for Nonlinear Channel Estimation

A novel adaptive filtering method called q-Volterra least mean square (q...
08/07/2019 ∙ by Muhammad Usman, et al. ∙ 0 ∙ share

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Heart Segmentation From MRI Scans Using Convolutional Neural Network

Heart is one of the vital organs of human body. A minor dysfunction of h...
11/21/2019 ∙ by Shakeel Muhammad Ibrahim, et al. ∙ 0 ∙ share

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Analysis of Coauthorship Network in Political Science using Centrality Measures

In recent era, networks of data are growing massively and forming a shap...
02/12/2019 ∙ by Adeel Ahmed, et al. ∙ 0 ∙ share

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Low Cost 3D Printing for Rapid Prototyping and its Application

In the recent years of industrial revolution, 3D printing has shown to g...
11/25/2019 ∙ by Taha Hasan Masood Siddique, et al. ∙ 0 ∙ share

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A Study of the Learnability of Relational Properties (Model Counting Meets Machine Learning)

Relational properties, e.g., the connectivity structure of nodes in a di...
12/25/2019 ∙ by Muhammad Usman, et al. ∙ 0 ∙ share

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Security Privacy in IoT Using Machine Learning Blockchain: Threats Countermeasures

Security and privacy have become significant concerns due to the involve...
02/10/2020 ∙ by Nazar Waheed, et al. ∙ 0 ∙ share

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Muhammad Usman

Featured Co-authors

Junaid Qadir

Mohammed Bennamoun

Siddique Latif

Rajib Rana

Haris Vikalo

Xiangjian He

Mubbasir Kapadia

Shujaat Khan

Roberto Togneri

Muhammad Asim

Glen Berseth

Volumetric Lung Nodule Segmentation using Adaptive ROI with Multi-View Residual Learning

Motion Corrected Multishot MRI Reconstruction Using Generative Networks with Sensitivity Encoding

Automating Motion Correction in Multishot MRI Using Generative Adversarial Networks

Cross Lingual Speech Emotion Recognition: Urdu vs. Western Languages

Using Deep Autoencoders for Facial Expression Recognition

Abnormal Heartbeat Detection Using Recurrent Neural Networks

A Robust Variable Step Size Fractional Least Mean Square (RVSS-FLMS) Algorithm

Interactive Diversity Optimization of Environments

q-LMF: Quantum Calculus-based Least Mean Fourth Algorithm

Chaotic Time Series Prediction using Spatio-Temporal RBF Neural Networks

Quantum Calculus-based Volterra LMS for Nonlinear Channel Estimation

Heart Segmentation From MRI Scans Using Convolutional Neural Network

Analysis of Coauthorship Network in Political Science using Centrality Measures

Low Cost 3D Printing for Rapid Prototyping and its Application

A Study of the Learnability of Relational Properties (Model Counting Meets Machine Learning)

Security Privacy in IoT Using Machine Learning Blockchain: Threats Countermeasures