Muhammad Hanif

Orcid: 0000-0002-9236-5263

Affiliations:

Ghulam Ishaq Khan Institute of Engineering Sciences and Technology, Machine Intelligence Research Group, MInG, Topi, Pakistan
Italian National Research Council, Pisa, Italy (2017 - 2018)
Australian National University, NICTA / Canberra Research Laboratory, ACT, Australia (PhD 2015)

According to our database¹, Muhammad Hanif authored at least 29 papers between 2012 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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In proceedings

Article

PhD thesis

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Other

Bibliography

2024

EEG-based schizophrenia classification using penalized sequential dictionary learning in the context of mobile healthcare.

[BibT_eX]

[DOI]

Biomed. Signal Process. Control., 2024

Discriminative Dictionary Learning Using Penalized Rank-1 Approximation for Breast Cancer Classification With Imbalanced Dataset.

[BibT_eX]

[DOI]

IEEE Access, 2024

An Optimized Data and Model Centric Approach for Multi-Class Automated Urine Sediment Classification.

[BibT_eX]

[DOI]

IEEE Access, 2024

2023

Blind bleed-through removal in color ancient manuscripts.

[BibT_eX]

[DOI]

Multim. Tools Appl., March, 2023

Dictionary-enabled efficient training of ConvNets for image classification.

[BibT_eX]

[DOI]

Image Vis. Comput., 2023

Network load prediction and anomaly detection using ensemble learning in 5G cellular networks.

[BibT_eX]

[DOI]

Comput. Commun., 2023

Bioacoustics Signal Classification Using Hybrid Feature Space with Machine Learning.

[BibT_eX]

[DOI]

Usman Haider

Muhammad Hanif

Hill Hiroki Kobayashi

Proceedings of the 15th International Conference on Computer and Automation Engineering, 2023

2022

A machine learning-based approach for the segmentation and classification of malignant cells in breast cytology images using gray level co-occurrence matrix (GLCM) and support vector machine (SVM).

[BibT_eX]

[DOI]

Neural Comput. Appl., 2022

Clustering uncertain graphs using ant colony optimization (ACO).

[BibT_eX]

[DOI]

Neural Comput. Appl., 2022

2021

Brain MR Image Enhancement for Tumor Segmentation Using 3D U-Net.

[BibT_eX]

[DOI]

Faizad Ullah

Shahab U. Ansari

Muhammad Hanif

Mohamed Arselene Ayari

Muhammad Enamul Hoque Chowdhury

Amith Khandakar

Muhammad Salman Khan

Sensors, 2021

An effective genetic algorithm-based feature selection method for intrusion detection systems.

[BibT_eX]

[DOI]

Zahid Halim

Muhammad Nadeem Yousaf

Comput. Secur., 2021

2020

Deep Learning Techniques for Future Intelligent Cross-Media Retrieval.

[BibT_eX]

[DOI]

CoRR, 2020

Mobile fog computing security: A user-oriented smart attack defense strategy based on DQL.

[BibT_eX]

[DOI]

Comput. Commun., 2020

Tracking area list allocation scheme based on overlapping community algorithm.

[BibT_eX]

[DOI]

Comput. Networks, 2020

A Fast Non-Redundant Feature Selection Technique for Text Data.

[BibT_eX]

[DOI]

Syed Fawad Hussain

Hafiz Zaheer-Ud-Din Babar

Akhtar Khalil

Rashad Maqbool Jillani

Muhammad Hanif

Khurram Khurshid

IEEE Access, 2020

2018

Non-Local Sparse Image Inpainting for Document Bleed-Through Removal.

[BibT_eX]

[DOI]

J. Imaging, 2018

Document Bleed-Through Removal Using Sparse Image Inpainting.

[BibT_eX]

[DOI]

Proceedings of the 13th IAPR International Workshop on Document Analysis Systems, 2018

A First Step Towards NLP from Digitized Manuscripts: Virtual Restoration.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Congress on Information Science and Technology, 2018

2017

Restoration of Ancient Documents Using Sparse Image Representation.

[BibT_eX]

[DOI]

Muhammad Hanif

Anna Tonazzini

ERCIM News, 2017

Sparse Representation Based Inpainting for the Restoration of Document Images Affected by Bleed-Through.

[BibT_eX]

[DOI]

Proceedings of the IWCIM 2017, 2017

2015

A sequential dictionary learning algorithm with enforced sparsity.

[BibT_eX]

[DOI]

Abd-Krim Seghouane

Muhammad Hanif

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Non-Local Noise Estimation for Adaptive Image Denoising.

[BibT_eX]

[DOI]

Muhammad Hanif

Abd-Krim Seghouane

Proceedings of the 2015 International Conference on Digital Image Computing: Techniques and Applications, 2015

2014

Maximum likelihood orthogonaldictionary learning.

[BibT_eX]

[DOI]

Muhammad Hanif

Abd-Krim Seghouane

Proceedings of the IEEE Workshop on Statistical Signal Processing, 2014

An effective image restoration using Kullback-Leibler divergence minimization.

[BibT_eX]

[DOI]

Muhammad Hanif

Abd-Krim Seghouane

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Blind image deblurring using non-negative sparse approximation.

[BibT_eX]

[DOI]

Muhammad Hanif

Abd-Krim Seghouane

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013

An EM-based hybrid Fourier-wavelet image deconvolution algorithm.

[BibT_eX]

[DOI]

Muhammad Hanif

Abd-Krim Seghouane

Proceedings of the IEEE International Conference on Image Processing, 2013

Parallel phase unwrapping in 3D shape measurement using digital fringe projection technique.

[BibT_eX]

[DOI]

Muniba Ashfaq

Nasru Minallah

Syed Mohsin Matloob Bokhari

Irfan Ud Din

Muhammad Hanif

K. M. Yahya

Proceedings of the IEEE International Conference on Image Processing, 2013

2012

A Kullback-Leibler divergence approach for wavelet-based blind image deconvolution.

[BibT_eX]

[DOI]

Abd-Krim Seghouane

Muhammad Hanif

Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2012

Blurred Image Deconvolution Using Gaussian Scale Mixtures Model in Wavelet Domain.

[BibT_eX]

[DOI]

Muhammad Hanif

Abd-Krim Seghouane

Proceedings of the 2012 International Conference on Digital Image Computing Techniques and Applications, 2012

Muhammad Hanif

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