Muhammad Hanif

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 10

Top Topics

Image Inpainting

Sparse Representation

Maximum Likelihood

Top Venues

Biomed. Signal Process. Control.

Multim. Tools Appl.

Publications

Usman Haider, Muhammad Hanif, Ahmar Rashid, Khursheed Aurangzeb, Akhtar Khalil, Musaed A. Alhussein
Discriminative Dictionary Learning Using Penalized Rank-1 Approximation for Breast Cancer Classification With Imbalanced Dataset. IEEE Access 12 (2024)
Usman Haider, Muhammad Hanif, Ahmar Rashid, Saeed Mian Qaisar, Abdulhamit Subasi
EEG-based schizophrenia classification using penalized sequential dictionary learning in the context of mobile healthcare. Biomed. Signal Process. Control. 90 (2024)
Usman Haider, Muhammad Hanif, Ahmar Rashid, Syed Fawad Hussain
Dictionary-enabled efficient training of ConvNets for image classification. Image Vis. Comput. 135 (2023)
Usman Haider, Muhammad Hanif, Hill Hiroki Kobayashi, Laxmi Kumar Parajuli, Daisuké Shimotoku, Ahmar Rashid, Sonia Safeer
Bioacoustics Signal Classification Using Hybrid Feature Space with Machine Learning. ICCAE (2023)
Muhammad Hanif, Anna Tonazzini, Syed Fawad Hussain, Usman Habib, Emanuele Salerno, Pasquale Savino, Zahid Halim
Blind bleed-through removal in color ancient manuscripts. Multim. Tools Appl. 82 (8) (2023)
Muhammad Hanif, Anna Tonazzini, Pasquale Savino, Emanuele Salerno, Gregory Tsagkatakis
Document Bleed-Through Removal Using Sparse Image Inpainting. DAS (2018)
Franca Debole, Muhammad Hanif, Emanuele Salerno, Pasquale Savino, Anna Tonazzini
A First Step Towards NLP from Digitized Manuscripts: Virtual Restoration. CIST (2018)
Muhammad Hanif, Anna Tonazzini, Pasquale Savino, Emanuele Salerno
Non-Local Sparse Image Inpainting for Document Bleed-Through Removal. J. Imaging 4 (5) (2018)
Muhammad Hanif, Anna Tonazzini, Pasquale Savino, Emanuele Salerno
Sparse Representation Based Inpainting for the Restoration of Document Images Affected by Bleed-Through. IWCIM@EUSIPCO (2017)
Muhammad Hanif, Anna Tonazzini
Restoration of Ancient Documents Using Sparse Image Representation. ERCIM News 2017 (111) (2017)
Abd-Krim Seghouane, Muhammad Hanif
A sequential dictionary learning algorithm with enforced sparsity. ICASSP (2015)
Muhammad Hanif, Abd-Krim Seghouane
Non-Local Noise Estimation for Adaptive Image Denoising. DICTA (2015)
Muhammad Hanif, Abd-Krim Seghouane
An effective image restoration using Kullback-Leibler divergence minimization. ICIP (2014)
Muhammad Hanif, Abd-Krim Seghouane
Blind image deblurring using non-negative sparse approximation. ICIP (2014)
Muhammad Hanif, Abd-Krim Seghouane
Maximum likelihood orthogonaldictionary learning. SSP (2014)
Muhammad Hanif, Abd-Krim Seghouane
An EM-based hybrid Fourier-wavelet image deconvolution algorithm. ICIP (2013)
Muniba Ashfaq, Nasru Minallah, Syed Mohsin Matloob Bokhari, Irfan Ud Din, Muhammad Hanif, K. M. Yahya
Parallel phase unwrapping in 3D shape measurement using digital fringe projection technique. ICIP (2013)
Muhammad Hanif, Abd-Krim Seghouane
Blurred Image Deconvolution Using Gaussian Scale Mixtures Model in Wavelet Domain. DICTA (2012)
Abd-Krim Seghouane, Muhammad Hanif
A Kullback-Leibler divergence approach for wavelet-based blind image deconvolution. MLSP (2012)