Muhammad Hanif

40 papers B 5Misc 4Journal 23Unranked 8
YearRankTypeTitle / Venue / Authors
2025 J jnl
AI-Based Multi-Signals Fault Diagnosis of Induction Motor.
IEEE Access
Mohammad Fazail Bangash, Arsalan Arif, Muhammad Hanif, Akhtar Khalil, Abid Imran
2025 J jnl
Decentralized EEG-based detection of major depressive disorder via transformer architectures and split learning.
Frontiers Comput. Neurosci.
Muhammad Umair, Jawad Ahmad, Nada Alasbali, Oumaima Saidani, Muhammad Hanif, Aizaz Ahmad Khattak, Muhammad Shahbaz Khan
2025 — conf
Efficient Intrusion Detection with Improved Attention-Based CNN-BiGRU Architecture for Intelligent Vehicular Networks.
VTC2025-Fall
Amna Naeem, Muazzam A. Khan, Muhammad Hanif, Tamara Zhukabayeva, Jawad Ahmad, Muhammad Shahbaz Khan
2025 J jnl
Multi-Pathway 3D CNN With Conditional Random Field for Automated Segmentation of Multiple Sclerosis Lesions in MRI.
IEEE Access
Reeda Saeed, Shahab U. Ansari, Muhammad Hanif, Kamran Javed, Usman Haider, Iffat Maab, Saeed Mian Qaisar, Pawel Plawiak
2025 J jnl
Privacy-preserving dementia classification from EEG via hybrid-fusion EEGNetv4 and federated learning.
Frontiers Comput. Neurosci.
Muhammad Umair, Muhammad Shahbaz Khan, Muhammad Hanif, Wad Ghaban, Ibtehal Nafea, Sultan Noman Qasem, Faisal Saeed
2025 J jnl
Sensor Fusion-Based Identification of VO
IEEE Access
Dur-e-Zehra Baig, Muhammad Hanif, Akhtar Khalil
2025 J jnl
Sparse Prototype-Based Framework for Deepfake Detection Using Class-Specific Dictionary Learning.
IEEE Access
Fatima Khalid, Usman Haider, Muhammad Hanif, Ahmar Rashid, Akhtar Khalil
2025 — conf
Variance-Guided Structured Pruning for Optimized Convolutional Neural Networks.
ICCSA (Workshops 14)
Dildar Shah, Muhammad Hanif, Naveed Razzaq Butt
2025 — conf
YOLOv11-SAMNet: A Hybrid Detection and Segmentation Framework for Urine Sediment Analysis.
ICCSA (Workshops 14)
Sania Akhtar, Muhammad Hanif, Hamdi Melih Saraoglu, Sham Lal, Muhammad Waqas Arshad
2025 J jnl
YOLOv8-YOLOv11 Ensemble With Box Fusion for Enhanced Detection of Underrepresented Urine Sediment Particles.
IEEE Access
Sania Akhtar, Muhammad Hanif, Ahmar Rashid, Akhtar Khalil, Ejaz Ahmad Khan, Hamdi Melih Saraoglu
2024 J jnl
An Optimized Data and Model Centric Approach for Multi-Class Automated Urine Sediment Classification.
IEEE Access
Sania Akhtar, Muhammad Hanif, Ahmar Rashid, Khursheed Aurangzeb, Ejaz Ahmad Khan, Hamdi Melih Saraoglu, Kamran Javed
2024 J jnl
Discriminative Dictionary Learning Using Penalized Rank-1 Approximation for Breast Cancer Classification With Imbalanced Dataset.
IEEE Access
Usman Haider, Muhammad Hanif, Ahmar Rashid, Khursheed Aurangzeb, Akhtar Khalil, Musaed A. Alhussein
2024 J jnl
EEG-based schizophrenia classification using penalized sequential dictionary learning in the context of mobile healthcare.
Biomed. Signal Process. Control.
Usman Haider, Muhammad Hanif, Ahmar Rashid, Saeed Mian Qaisar, Abdulhamit Subasi
2024 Misc conf
Maize EfficientNet Fusion: Advancing Maize Disease Detection with MF-NET.
DICTA
Fatima Khalid, Muhammad Hanif, Qurat Ul Ain
2023 — conf
Bioacoustics Signal Classification Using Hybrid Feature Space with Machine Learning.
ICCAE
Usman Haider, Muhammad Hanif, Hill Hiroki Kobayashi, Laxmi Kumar Parajuli, Daisuké Shimotoku, Ahmar Rashid, Sonia Safeer
2023 J jnl
Blind bleed-through removal in color ancient manuscripts.
Multim. Tools Appl.
Muhammad Hanif, Anna Tonazzini, Syed Fawad Hussain, Usman Habib, Emanuele Salerno, Pasquale Savino, Zahid Halim
2023 J jnl
Dictionary-enabled efficient training of ConvNets for image classification.
Image Vis. Comput.
Usman Haider, Muhammad Hanif, Ahmar Rashid, Syed Fawad Hussain
2023 J jnl
Network load prediction and anomaly detection using ensemble learning in 5G cellular networks.
Comput. Commun.
Usman Haider, Muhammad Waqas, Muhammad Hanif, Hisham Alasmary, Saeed Mian Qaisar
2022 J jnl
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).
Neural Comput. Appl.
Sana Ullah Khan, Naveed Islam, Zahoor Jan, Khalid Haseeb, Syed Inayat Ali Shah, Muhammad Hanif
2022 J jnl
Clustering uncertain graphs using ant colony optimization (ACO).
Neural Comput. Appl.
Syed Fawad Hussain, Ifra Arif Butt, Muhammad Hanif, Sajid Anwar
2021 J jnl
An effective genetic algorithm-based feature selection method for intrusion detection systems.
Comput. Secur.
Zahid Halim, Muhammad Nadeem Yousaf, Muhammad Waqas, Muhammad Sulaiman, Ghulam Abbas, Masroor Hussain, Iftekhar Ahmad, Muhammad Hanif
2021 J jnl
Brain MR Image Enhancement for Tumor Segmentation Using 3D U-Net.
Sensors
Faizad Ullah, Shahab U. Ansari, Muhammad Hanif, Mohamed Arselene Ayari, Muhammad Enamul Hoque Chowdhury, Amith Khandakar, Muhammad Salman Khan
2020 J jnl
A Fast Non-Redundant Feature Selection Technique for Text Data.
IEEE Access
Syed Fawad Hussain, Hafiz Zaheer-Ud-Din Babar, Akhtar Khalil, Rashad Maqbool Jillani, Muhammad Hanif, Khurram Khurshid
2020 J jnl
Deep Learning Techniques for Future Intelligent Cross-Media Retrieval.
CoRR
Sadaqat ur Rehman, Muhammad Waqas, Shanshan Tu, Anis Koubaa, Obaid Ur Rehman, Jawad Ahmad, Muhammad Hanif, Zhu Han
2020 J jnl
Mobile fog computing security: A user-oriented smart attack defense strategy based on DQL.
Comput. Commun.
Shanshan Tu, Muhammad Waqas, Yuan Meng, Sadaqat ur Rehman, Iftekhar Ahmad, Anis Koubaa, Zahid Halim, Muhammad Hanif, Chin-Chen Chang, Chengjie Shi
2020 J jnl
Tracking area list allocation scheme based on overlapping community algorithm.
Comput. Networks
Shanshan Tu, Muhammad Waqas, Qiangqiang Lin, Sadaqat ur Rehman, Muhammad Hanif, Chuangbai Xiao, M. Majid Butt, Chin-Chen Chang
2018 — conf
A First Step Towards NLP from Digitized Manuscripts: Virtual Restoration.
CIST
Franca Debole, Muhammad Hanif, Emanuele Salerno, Pasquale Savino, Anna Tonazzini
2018 B conf
Document Bleed-Through Removal Using Sparse Image Inpainting.
DAS
Muhammad Hanif, Anna Tonazzini, Pasquale Savino, Emanuele Salerno, Gregory Tsagkatakis
2018 J jnl
Non-Local Sparse Image Inpainting for Document Bleed-Through Removal.
J. Imaging
Muhammad Hanif, Anna Tonazzini, Pasquale Savino, Emanuele Salerno
2017 J jnl
Restoration of Ancient Documents Using Sparse Image Representation.
ERCIM News
Muhammad Hanif, Anna Tonazzini
2017 — conf
Sparse Representation Based Inpainting for the Restoration of Document Images Affected by Bleed-Through.
IWCIM@EUSIPCO
Muhammad Hanif, Anna Tonazzini, Pasquale Savino, Emanuele Salerno
2015 Misc conf
A sequential dictionary learning algorithm with enforced sparsity.
ICASSP
Abd-Krim Seghouane, Muhammad Hanif
2015 Misc conf
Non-Local Noise Estimation for Adaptive Image Denoising.
DICTA
Muhammad Hanif, Abd-Krim Seghouane
2014 B conf
An effective image restoration using Kullback-Leibler divergence minimization.
ICIP
Muhammad Hanif, Abd-Krim Seghouane
2014 B conf
Blind image deblurring using non-negative sparse approximation.
ICIP
Muhammad Hanif, Abd-Krim Seghouane
2014 — conf
Maximum likelihood orthogonaldictionary learning.
SSP
Muhammad Hanif, Abd-Krim Seghouane
2013 B conf
An EM-based hybrid Fourier-wavelet image deconvolution algorithm.
ICIP
Muhammad Hanif, Abd-Krim Seghouane
2013 B conf
Parallel phase unwrapping in 3D shape measurement using digital fringe projection technique.
ICIP
Muniba Ashfaq, Nasru Minallah, Syed Mohsin Matloob Bokhari, Irfan ud Din, Muhammad Hanif, K. M. Yahya
2012 — conf
A Kullback-Leibler divergence approach for wavelet-based blind image deconvolution.
MLSP
Abd-Krim Seghouane, Muhammad Hanif
2012 Misc conf
Blurred Image Deconvolution Using Gaussian Scale Mixtures Model in Wavelet Domain.
DICTA
Muhammad Hanif, Abd-Krim Seghouane