Muhammad Usman Ghani
Muhammad Usman Ghani
Research Scientist, Philips Research
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Jaar
Deep learning based sinogram correction for metal artifact reduction
MU Ghani, WC Karl
Electronic Imaging 2018 (15), 472-1-4728, 2018
232018
Nonparametric joint shape and feature priors for image segmentation
E Erdil, MU Ghani, L Rada, AO Argunsah, D Unay, T Tasdizen, M Cetin
IEEE Transactions on Image Processing 26 (11), 5312-5323, 2017
222017
Handwritten digit recognition using DCT and HMMs
SS Ali, MU Ghani
2014 12th International Conference on Frontiers of Information Technology†…, 2014
222014
Dendritic spine classification using shape and appearance features based on two-photon microscopy
MU Ghani, F Mesadi, SD Kanık, A÷ Argunşah, AF Hobbiss, I Israely, ...
Journal of neuroscience methods 279, 13-21, 2017
212017
GazePointer: A real time mouse pointer control implementation based on eye gaze tracking
MU Ghani, S Chaudhry, M Sohail, MN Geelani
INMIC, 154-159, 2013
212013
Fast enhanced CT metal artifact reduction using data domain deep learning
MU Ghani, WC Karl
IEEE Transactions on Computational Imaging 6, 181-193, 2019
202019
Deep learning-based sinogram completion for low-dose CT
MU Ghani, WC Karl
2018 IEEE 13th Image, Video, and Multidimensional Signal Processing Workshop†…, 2018
132018
Dendritic spine shape classification from two-photon microscopy images
MU Ghani, SD Kanık, A÷ Argunşah, T Taşdizen, D ‹nay, M «etin
2015 23nd Signal Processing and Communications Applications Conference (SIU†…, 2015
102015
Dendritic spine shape analysis using disjunctive normal shape models
MU Ghani, F Mesadi, SD Kanık, A÷ Argunşah, I Israely, D ‹nay, ...
Biomedical Imaging (ISBI), 2016 IEEE 13th International Symposium on, 347-350, 2016
82016
Dendritic spine shape analysis: a clustering perspective
MU Ghani, E Erdil, SD Kanık, A÷ Argunşah, AF Hobbiss, I Israely, D ‹nay, ...
European Conference on Computer Vision, 256-273, 2016
62016
On comparison of manifold learning techniques for dendritic spine classification
MU Ghani, A÷ Argunşah, I Israely, D ‹nay, T Taşdizen, M «etin
2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI), 339-342, 2016
52016
Integrating data and image domain deep learning for limited angle tomography using consensus equilibrium
M Usman Ghani, W Clem Karl
Proceedings of the IEEE/CVF International Conference on Computer Vision†…, 2019
42019
High frame-rate ultrasound imaging using deep learning beamforming
MU Ghani, FC Meral, F Vignon, J Robert
2019 IEEE International Ultrasonics Symposium (IUS), 295-298, 2019
22019
Data and image domain deep learning for computational imaging
MU Ghani
12021
Data and Image Prior Integration for Image Reconstruction Using Consensus Equilibrium
MU Ghani, WC Karl
arXiv preprint arXiv:2009.00092, 2020
12020
CNN based sinogram denoising for low-dose CT
MU Ghani, WC Karl
Mathematics in Imaging, MM2D. 5, 2018
12018
Dendritic spine classification based on two-photon microscopic images using sparse representation
MU Ghani, SD Kanık, A÷ Argunşah, I Israely, D ‹nay, M «etin
2016 24th Signal Processing and Communication Application Conference (SIU†…, 2016
12016
Ultrasound imaging with deep learning-based beamforming and associated devices, systems, and methods
FGGM Vignon, MU GHANI, J Seob SHIN, FC MERAL, SW Huang, ...
WO Patent 2020/169384 A1, 2020
2020
SpineS: An interactive time-series analysis software for dendritic spines
AO Argunsah, E Erdil, MU Ghani, YR Cortes, AF Hobbiss, T Karayannis, ...
bioRxiv, 2020
2020
Dendritic spine shape analysis based on two-photon microscopy images
MU Ghani
2016
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Artikelen 1–20