Muhammad Hanif

According to our database, Muhammad Hanif authored at least 27 papers between 2012 and 2024.

Collaborative distances:

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

2024

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

Usman Haider, Muhammad Hanif, Ahmar Rashid, Khursheed Aurangzeb, Akhtar Khalil, Musaed A. Alhussein

IEEE Access, 2024

2023

Blind bleed-through removal in color ancient manuscripts.

Muhammad Hanif, Anna Tonazzini, Syed Fawad Hussain, Usman Habib, Emanuele Salerno, Pasquale Savino, Zahid Halim

Multim. Tools Appl., March, 2023

Dictionary-enabled efficient training of ConvNets for image classification.

Usman Haider, Muhammad Hanif, Ahmar Rashid, Syed Fawad Hussain

Image Vis. Comput., 2023

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

Usman Haider, Muhammad Waqas, Muhammad Hanif, Hisham Alasmary, Saeed Mian Qaisar

Comput. Commun., 2023

Bioacoustics Signal Classification Using Hybrid Feature Space with Machine Learning.

Usman Haider, Muhammad Hanif, Hill Hiroki Kobayashi, Laxmi Kumar Parajuli, Daisuké Shimotoku, Ahmar Rashid, Sonia Safeer

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).

Sana Ullah Khan, Naveed Islam, Zahoor Jan, Khalid Haseeb, Syed Inayat Ali Shah, Muhammad Hanif

Neural Comput. Appl., 2022

Clustering uncertain graphs using ant colony optimization (ACO).

Syed Fawad Hussain, Ifra Arif Butt, Muhammad Hanif, Sajid Anwar

Neural Comput. Appl., 2022

2021

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

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.

Zahid Halim, Muhammad Nadeem Yousaf, Muhammad Waqas, Muhammad Sulaiman, Ghulam Abbas, Masroor Hussain, Iftekhar Ahmad, Muhammad Hanif

Comput. Secur., 2021

2020

Deep Learning Techniques for Future Intelligent Cross-Media Retrieval.

Sadaqat ur Rehman, Muhammad Waqas, Shanshan Tu, Anis Koubaa, Obaid Ur Rehman, Jawad Ahmad, Muhammad Hanif, Zhu Han

CoRR, 2020

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

Shanshan Tu, Muhammad Waqas, Yuan Meng, Sadaqat ur Rehman, Iftekhar Ahmad, Anis Koubaa, Zahid Halim, Muhammad Hanif, Chin-Chen Chang, Chengjie Shi

Comput. Commun., 2020

Tracking area list allocation scheme based on overlapping community algorithm.

Shanshan Tu, Muhammad Waqas, Qiangqiang Lin, Sadaqat ur Rehman, Muhammad Hanif, Chuangbai Xiao, M. Majid Butt, Chin-Chen Chang

Comput. Networks, 2020

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

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.

Muhammad Hanif, Anna Tonazzini, Pasquale Savino, Emanuele Salerno

J. Imaging, 2018

Document Bleed-Through Removal Using Sparse Image Inpainting.

Muhammad Hanif, Anna Tonazzini, Pasquale Savino, Emanuele Salerno, Gregory Tsagkatakis

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

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

Franca Debole, Muhammad Hanif, Emanuele Salerno, Pasquale Savino, Anna Tonazzini

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

2017

Restoration of Ancient Documents Using Sparse Image Representation.

Muhammad Hanif, Anna Tonazzini

ERCIM News, 2017

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

Muhammad Hanif, Anna Tonazzini, Pasquale Savino, Emanuele Salerno

Proceedings of the IWCIM 2017, 2017

2015

A sequential dictionary learning algorithm with enforced sparsity.

Abd-Krim Seghouane, Muhammad Hanif

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Non-Local Noise Estimation for Adaptive Image Denoising.

Muhammad Hanif, Abd-Krim Seghouane

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

2014

Maximum likelihood orthogonaldictionary learning.

Muhammad Hanif, Abd-Krim Seghouane

Proceedings of the IEEE Workshop on Statistical Signal Processing, 2014

An effective image restoration using Kullback-Leibler divergence minimization.

Muhammad Hanif, Abd-Krim Seghouane

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

Blind image deblurring using non-negative sparse approximation.

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.

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.

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.

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.

Muhammad Hanif, Abd-Krim Seghouane

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