Muhammad Usman Ghani

Publication Activity (10 Years)

Years Active: 2014-2021
Publications (10 Years): 16

Top Topics

Laplace Beltrami

Laplacian Eigenmaps

Artifact Reduction

Top Venues

IEEE Trans. Computational Imaging

Publications

Muhammad Usman Ghani, W. Clem Karl
Data and Image Prior Integration for Image Reconstruction Using Consensus Equilibrium. IEEE Trans. Computational Imaging 7 (2021)
Rodrigo A. Lobos, Muhammad Usman Ghani, W. Clem Karl, Richard M. Leahy, Justin P. Haldar
Autoregression and Structured Low-Rank Modeling of Sinogram Neighborhoods. IEEE Trans. Computational Imaging 7 (2021)
Muhammad Usman Ghani, W. Clem Karl
Data and Image Prior Integration for Image Reconstruction Using Consensus Equilibrium. CoRR (2020)
Muhammad Usman Ghani, W. Clem Karl
Fast Enhanced CT Metal Artifact Reduction Using Data Domain Deep Learning. IEEE Trans. Computational Imaging 6 (2020)
Muhammad Usman Ghani, W. Clem Karl
Fast Accurate CT Metal Artifact Reduction using Data Domain Deep Learning. CoRR (2019)
Muhammad Usman Ghani, W. Clem Karl
Integrating Data and Image Domain Deep Learning for Limited Angle Tomography using Consensus Equilibrium. CoRR (2019)
Muhammad Usman Ghani, W. Clem Karl
Integrating Data and Image Domain Deep Learning for Limited Angle Tomography using Consensus Equilibrium. ICCV Workshops (2019)
Muhammad Usman Ghani, W. Clem Karl
Deep Learning Based Sinogram Correction for Metal Artifact Reduction. Computational Imaging (2018)
Muhammad Usman Ghani, W. Clem Karl
Deep Learning-Based Sinogram Completion for Low-Dose CT. IVMSP (2018)
Ertunc Erdil, Muhammad Usman Ghani, Lavdie Rada, Ali Ozgur Argunsah, Devrim Ünay, Tolga Tasdizen, Müjdat Çetin
Nonparametric Joint Shape and Feature Priors for Image Segmentation. IEEE Trans. Image Process. 26 (11) (2017)
Muhammad Usman Ghani, Sumeyra Demir Kanik, Ali Ozgur Argunsah, Inbal Israely, Devrim Ünay, Müjdat Çetin
Dendritic spine classification based on two-photon microscopic images using sparse representation. SIU (2016)
Muhammad Usman Ghani, Ertunc Erdil, Sumeyra Demir Kanik, Ali Ozgur Argunsah, Anna Felicity Hobbiss, Inbal Israely, Devrim Ünay, Tolga Tasdizen, Müjdat Çetin
Dendritic Spine Shape Analysis: A Clustering Perspective. CoRR (2016)
Muhammad Usman Ghani, Ertunç Erdil, Sümeyra Demir Kanik, Ali Özgür Argunsah, Anna Felicity Hobbiss, Inbal Israely, Devrim Ünay, Tolga Tasdizen, Müjdat Çetin
Dendritic Spine Shape Analysis: A Clustering Perspective. ECCV Workshops (1) (2016)
Muhammad Usman Ghani, Ali Ozgur Argunsah, Inbal Israely, Devrim Ünay, Tolga Tasdizen, Müjdat Çetin
On comparison of manifold learning techniques for dendritic spine classification. ISBI (2016)
Muhammad Usman Ghani, Fitsum Mesadi, Sumeyra Demir Kanik, Ali Ozgur Argunsah, Inbal Israely, Devrim Ünay, Tolga Tasdizen, Müjdat Çetin
Dendritic spine shape analysis using disjunctive normal shape models. ISBI (2016)
Muhammad Usman Ghani, Sumeyra Demir Kanik, Ali Ozgur Argunsah, Tolga Tasdizen, Devrim Ünay, Müjdat Çetin
Dendritic spine shape classification from two-photon microscopy images. SIU (2015)
Syed Salman Ali, Muhammad Usman Ghani
Handwritten Digit Recognition Using DCT and HMMs. FIT (2014)
Muhammad Usman Ghani, Sarah Chaudhry, Maryam Sohail, M. Nafees Geelani
GazePointer: A Real Time Mouse Pointer Control Implementation Based on Eye Gaze Tracking. J. Multim. Process. Technol. 5 (2) (2014)