Blurred Image Deconvolution Using Gaussian Scale Mixtures Model in Wavelet Domain. - Muhammad Hanif 001; Abd-Krim Seghouane (DICTA, 2012)

A Kullback-Leibler divergence approach for wavelet-based blind image deconvolution. - Abd-Krim Seghouane; Muhammad Hanif 001 (MLSP, 2012)

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 001; K. M. Yahya (ICIP, 2013)

An EM-based hybrid Fourier-wavelet image deconvolution algorithm. - Muhammad Hanif 001; Abd-Krim Seghouane (ICIP, 2013)

Blind image deblurring using non-negative sparse approximation. - Muhammad Hanif 001; Abd-Krim Seghouane (ICIP, 2014)

An effective image restoration using Kullback-Leibler divergence minimization. - Muhammad Hanif 001; Abd-Krim Seghouane (ICIP, 2014)

Maximum likelihood orthogonaldictionary learning. - Muhammad Hanif 001; Abd-Krim Seghouane (SSP, 2014)

Non-Local Noise Estimation for Adaptive Image Denoising. - Muhammad Hanif 001; Abd-Krim Seghouane (DICTA, 2015)

A sequential dictionary learning algorithm with enforced sparsity. - Abd-Krim Seghouane; Muhammad Hanif 001 (ICASSP, 2015)

Sparse Representation Based Inpainting for the Restoration of Document Images Affected by Bleed-Through. - Muhammad Hanif 001; Anna Tonazzini; Pasquale Savino; Emanuele Salerno (IWCIM@EUSIPCO, 2017)

Restoration of Ancient Documents Using Sparse Image Representation. - Muhammad Hanif 001; Anna Tonazzini (ERCIM News, 2017)

A First Step Towards NLP from Digitized Manuscripts: Virtual Restoration. - Franca Debole; Muhammad Hanif 001; Emanuele Salerno; Pasquale Savino; Anna Tonazzini (CIST, 2018)

Document Bleed-Through Removal Using Sparse Image Inpainting. - Muhammad Hanif 001; Anna Tonazzini; Pasquale Savino; Emanuele Salerno; Gregory Tsagkatakis (DAS, 2018)

Non-Local Sparse Image Inpainting for Document Bleed-Through Removal. - Muhammad Hanif 001; Anna Tonazzini; Pasquale Savino; Emanuele Salerno (J. Imaging, 2018)

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 001; Khurram Khurshid (IEEE Access, 2020)

Tracking area list allocation scheme based on overlapping community algorithm. - Shanshan Tu; Muhammad Waqas 001; Qiangqiang Lin; Sadaqat ur Rehman; Muhammad Hanif 001; Chuangbai Xiao; M. Majid Butt; Chin-Chen Chang 001 (Comput. Networks, 2020)

Mobile fog computing security: A user-oriented smart attack defense strategy based on DQL. - Shanshan Tu; Muhammad Waqas 001; Yuan Meng; Sadaqat ur Rehman; Iftekhar Ahmad; Anis Koubaa; Zahid Halim; Muhammad Hanif 001; Chin-Chen Chang 001; Chengjie Shi (Comput. Commun., 2020)

Deep Learning Techniques for Future Intelligent Cross-Media Retrieval. - Sadaqat ur Rehman; Muhammad Waqas 001; Shanshan Tu; Anis Koubaa; Obaid Ur Rehman 003; Jawad Ahmad 001; Muhammad Hanif 001; Zhu Han 001 (CoRR, 2020)

An effective genetic algorithm-based feature selection method for intrusion detection systems. - Zahid Halim; Muhammad Nadeem Yousaf; Muhammad Waqas 001; Muhammad Sulaiman 003; Ghulam Abbas 002; Masroor Hussain; Iftekhar Ahmad; Muhammad Hanif 001 (Comput. Secur., 2021)

Brain MR Image Enhancement for Tumor Segmentation Using 3D U-Net. - Faizad Ullah; Shahab U. Ansari; Muhammad Hanif 001; Mohamed Arselene Ayari; Muhammad Enamul Hoque Chowdhury; Amith Khandakar; Muhammad Salman Khan 001 (Sensors, 2021)

Clustering uncertain graphs using ant colony optimization (ACO). - Syed Fawad Hussain; Ifra Arif Butt; Muhammad Hanif 001; Sajid Anwar (Neural Comput. Appl., 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 001 (Neural Comput. Appl., 2022)

Bioacoustics Signal Classification Using Hybrid Feature Space with Machine Learning. - Usman Haider; Muhammad Hanif 001; Hill Hiroki Kobayashi; Laxmi Kumar Parajuli; Daisuké Shimotoku; Ahmar Rashid; Sonia Safeer (ICCAE, 2023)

Network load prediction and anomaly detection using ensemble learning in 5G cellular networks. - Usman Haider; Muhammad Waqas 001; Muhammad Hanif 001; Hisham Alasmary; Saeed Mian Qaisar (Comput. Commun., 2023)

Dictionary-enabled efficient training of ConvNets for image classification. - Usman Haider; Muhammad Hanif 001; Ahmar Rashid; Syed Fawad Hussain (Image Vis. Comput., 2023)

Blind bleed-through removal in color ancient manuscripts. - Muhammad Hanif 001; Anna Tonazzini; Syed Fawad Hussain; Usman Habib; Emanuele Salerno; Pasquale Savino; Zahid Halim (Multim. Tools Appl., 2023)

An Optimized Data and Model Centric Approach for Multi-Class Automated Urine Sediment Classification. - Sania Akhtar; Muhammad Hanif 001; Ahmar Rashid; Khursheed Aurangzeb; Ejaz Ahmad Khan; Hamdi Melih Saraoglu; Kamran Javed (IEEE Access, 2024)

Discriminative Dictionary Learning Using Penalized Rank-1 Approximation for Breast Cancer Classification With Imbalanced Dataset. - Usman Haider; Muhammad Hanif 001; Ahmar Rashid; Khursheed Aurangzeb; Akhtar Khalil; Musaed A. Alhussein (IEEE Access, 2024)

EEG-based schizophrenia classification using penalized sequential dictionary learning in the context of mobile healthcare. - Usman Haider; Muhammad Hanif 001; Ahmar Rashid; Saeed Mian Qaisar; Abdulhamit Subasi (Biomed. Signal Process. Control., 2024)

YOLOv11-SAMNet: A Hybrid Detection and Segmentation Framework for Urine Sediment Analysis. - Sania Akhtar; Muhammad Hanif 001; Hamdi Melih Saraoglu; Sham Lal; Muhammad Waqas Arshad (ICCSA (Workshops 14), 2025)

Variance-Guided Structured Pruning for Optimized Convolutional Neural Networks. - Dildar Shah; Muhammad Hanif 001; Naveed Razzaq Butt (ICCSA (Workshops 14), 2025)

Multi-Pathway 3D CNN With Conditional Random Field for Automated Segmentation of Multiple Sclerosis Lesions in MRI. - Reeda Saeed; Shahab U. Ansari; Muhammad Hanif 001; Kamran Javed; Usman Haider; Iffat Maab; Saeed Mian Qaisar; Pawel Plawiak (IEEE Access, 2025)

Decentralized EEG-based detection of major depressive disorder via transformer architectures and split learning. - Muhammad Umair; Jawad Ahmad 001; Nada Alasbali; Oumaima Saidani; Muhammad Hanif 001; Aizaz Ahmad Khattak; Muhammad Shahbaz Khan (Frontiers Comput. Neurosci., 2025)

Privacy-preserving dementia classification from EEG via hybrid-fusion EEGNetv4 and federated learning. - Muhammad Umair; Muhammad Shahbaz Khan; Muhammad Hanif 001; Wad Ghaban; Ibtehal Nafea; Sultan Noman Qasem; Faisal Saeed (Frontiers Comput. Neurosci., 2025)