Muhammad Usman Ghani

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

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Autoregression and Structured Low-Rank Modeling of Sinogram Neighborhoods.

Rodrigo A. Lobos, Muhammad Usman Ghani, W. Clem Karl, Richard M. Leahy, Justin P. Haldar

IEEE Trans. Computational Imaging, 2021

Data and Image Prior Integration for Image Reconstruction Using Consensus Equilibrium.

Muhammad Usman Ghani, W. Clem Karl

IEEE Trans. Computational Imaging, 2021

2020

Fast Enhanced CT Metal Artifact Reduction Using Data Domain Deep Learning.

Muhammad Usman Ghani, W. Clem Karl

IEEE Trans. Computational Imaging, 2020

2019

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

Muhammad Usman Ghani, W. Clem Karl

CoRR, 2019

Integrating Data and Image Domain Deep Learning for Limited Angle Tomography using Consensus Equilibrium.

Muhammad Usman Ghani, W. Clem Karl

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

2018

Deep Learning-Based Sinogram Completion for Low-Dose CT.

Muhammad Usman Ghani, W. Clem Karl

Proceedings of the 13th IEEE Image, Video, and Multidimensional Signal Processing Workshop, 2018

Deep Learning Based Sinogram Correction for Metal Artifact Reduction.

Muhammad Usman Ghani, W. Clem Karl

Proceedings of the Computational Imaging XVI, Burlingame, 2018

2017

Nonparametric Joint Shape and Feature Priors for Image Segmentation.

Ertunc Erdil, Muhammad Usman Ghani, Lavdie Rada, Ali Ozgur Argunsah, Devrim Ünay, Tolga Tasdizen, Müjdat Çetin

IEEE Trans. Image Process., 2017

2016

Dendritic spine classification based on two-photon microscopic images using sparse representation.

Muhammad Usman Ghani, Sumeyra Demir Kanik, Ali Ozgur Argunsah, Inbal Israely, Devrim Ünay, Müjdat Çetin

Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Dendritic spine shape analysis using disjunctive normal shape models.

Muhammad Usman Ghani, Fitsum Mesadi, Sumeyra Demir Kanik, Ali Ozgur Argunsah, Inbal Israely, Devrim Ünay, Tolga Tasdizen, Müjdat Çetin

Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

On comparison of manifold learning techniques for dendritic spine classification.

Muhammad Usman Ghani, Ali Ozgur Argunsah, Inbal Israely, Devrim Ünay, Tolga Tasdizen, Müjdat Çetin

Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Dendritic Spine Shape Analysis: A Clustering Perspective.

Muhammad Usman Ghani, Ertunç Erdil, Sümeyra Demir Kanik, Ali Özgür Argunsah, Anna Felicity Hobbiss, Inbal Israely, Devrim Ünay, Tolga Tasdizen, Müjdat Çetin

Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

2015

Dendritic spine shape classification from two-photon microscopy images.

Muhammad Usman Ghani, Sumeyra Demir Kanik, Ali Ozgur Argunsah, Tolga Tasdizen, Devrim Ünay, Müjdat Çetin

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.

Muhammad Usman Ghani, Sarah Chaudhry, Maryam Sohail, M. Nafees Geelani

J. Multim. Process. Technol., 2014

Handwritten Digit Recognition Using DCT and HMMs.

Syed Salman Ali, Muhammad Usman Ghani

Proceedings of the 12th International Conference on Frontiers of Information Technology, 2014