Muhammad Usman Ghani

Orcid: 0000-0002-6411-423X

Affiliations:
  • Boston University, MA, USA (since 2016)
  • Sabanci University, Istanbul, Turkey (since 2014)
  • COMSATS Institute of Information Technology, Lahore, Pakistan (2009 - 2013)


According to our database1, Muhammad Usman Ghani authored at least 15 papers between 2014 and 2021.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

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Bibliography

2021
Autoregression and Structured Low-Rank Modeling of Sinogram Neighborhoods.
IEEE Trans. Computational Imaging, 2021

Data and Image Prior Integration for Image Reconstruction Using Consensus Equilibrium.
IEEE Trans. Computational Imaging, 2021

2020
Fast Enhanced CT Metal Artifact Reduction Using Data Domain Deep Learning.
IEEE Trans. Computational Imaging, 2020

2019
Fast Accurate CT Metal Artifact Reduction using Data Domain Deep Learning.
CoRR, 2019

Integrating Data and Image Domain Deep Learning for Limited Angle Tomography using Consensus Equilibrium.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

2018
Deep Learning-Based Sinogram Completion for Low-Dose CT.
Proceedings of the 13th IEEE Image, Video, and Multidimensional Signal Processing Workshop, 2018

Deep Learning Based Sinogram Correction for Metal Artifact Reduction.
Proceedings of the Computational Imaging XVI, Burlingame, 2018

2017
Nonparametric Joint Shape and Feature Priors for Image Segmentation.
IEEE Trans. Image Process., 2017

2016
Dendritic spine classification based on two-photon microscopic images using sparse representation.
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Dendritic spine shape analysis using disjunctive normal shape models.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

On comparison of manifold learning techniques for dendritic spine classification.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Dendritic Spine Shape Analysis: A Clustering Perspective.
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

2015
Dendritic spine shape classification from two-photon microscopy images.
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

2014
GazePointer: A Real Time Mouse Pointer Control Implementation Based on Eye Gaze Tracking.
J. Multim. Process. Technol., 2014

Handwritten Digit Recognition Using DCT and HMMs.
Proceedings of the 12th International Conference on Frontiers of Information Technology, 2014


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