Muhammad Ahmad

CoRR, April, 2026

2025

PolicyMamba: Localized Policy Attention With State Space Model for Land Cover Classification.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., October, 2025

Dynamic Memory-enhanced Transformer for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

CoRR, April, 2025

Hybrid State-Space and GRU-based Graph Tokenization Mamba for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

CoRR, February, 2025

Byte Latent Mamba With State Space and Knowledge Distillation for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2025

GraphMamba: Graph Tokenization Mamba for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Muhammad Usama

IEEE Trans. Emerg. Top. Comput., 2025

Transformer-Driven Active Transfer Learning for Cross-Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025

DiffFormer: A Differential Spatial-Spectral Transformer for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025

EnergyFormer: Energy Attention With Fourier Embedding for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2025

Differential Attention With Enhanced Squeeze-and-Excitation for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2025

WaveMamba: Spatial-Spectral Wavelet Mamba for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2025

A comprehensive survey for Hyperspectral Image Classification: The evolution from conventional to transformers and Mamba models.

[BibT_eX]

[DOI]

Neurocomputing, 2025

Spatial-spectral morphological mamba for hyperspectral image classification.

[BibT_eX]

[DOI]

Neurocomputing, 2025

2024

EXNet: (2+1)D Extreme Xception Net for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Usman Ghous

Muhammad Shahzad Sarfraz

Chenyu Li

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Fusing Transformers in a Tuning Fork Structure for Hyperspectral Image Classification Across Disjoint Samples.

[BibT_eX]

[DOI]

Silvia Liberata Ullo

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Pyramid Hierarchical Spatial-Spectral Transformer for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Spatial-Spectral Transformer With Conditional Position Encoding for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2024

SCSNet: Sharpened Cosine Similarity-Based Neural Network for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2024

WaveFormer: Spectral-Spatial Wavelet Transformer for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2024

Spectral-Spatial Transformer with Active Transfer Learning for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

CoRR, 2024

Spatial-Spectral Morphological Mamba for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Swalpa Kumar Roy

Jocelyn Chanussot

CoRR, 2024

Multi-head Spatial-Spectral Mamba for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Muhammad Usama

CoRR, 2024

Transformers Fusion across Disjoint Samples for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Salvatore Distifano

CoRR, 2024

Traditional to Transformers: A Survey on Current Trends and Future Prospects for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

CoRR, 2024

Pyramid Hierarchical Transformer for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Salvatore Distifano

CoRR, 2024

Importance of Disjoint Sampling in Conventional and Transformer Models for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Salvatore Distifano

CoRR, 2024

Improving Generalization for Hyperspectral Image Classification: The Impact of Disjoint Sampling on Deep Models.

[BibT_eX]

[DOI]

Comput. Mater. Continua, 2024

Hyperspectral Image Classification With Fuzzy Spatial-Spectral Class Discriminate Information.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2024

2023

Boosting Adversarial Training Using Robust Selective Data Augmentation.

[BibT_eX]

[DOI]

Bader Rasheed

Asad Masood Khattak

Adil Khan

Edward Yellakuor Baagyere

Int. J. Comput. Intell. Syst., December, 2023

Deep transformer and few-shot learning for hyperspectral image classification.

[BibT_eX]

[DOI]

CAAI Trans. Intell. Technol., December, 2023

Impact of convolutional neural network and FastText embedding on text classification.

[BibT_eX]

[DOI]

Multim. Tools Appl., February, 2023

2022

Intrusion Detection Framework for the Internet of Things Using a Dense Random Neural Network.

[BibT_eX]

[DOI]

Qammer Hussain Abbasi

IEEE Trans. Ind. Informatics, 2022

Hyperspectral and LiDAR Data Classification Using Joint CNNs and Morphological Feature Learning.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

A Disjoint Samples-Based 3D-CNN With Active Transfer Learning for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Hyperspectral Image Classification - Traditional to Deep Models: A Survey for Future Prospects.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Hybrid Dense Network With Attention Mechanism for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Attention Autoencoder for Generative Latent Representational Learning in Anomaly Detection.

[BibT_eX]

[DOI]

Ariyo Oluwasanmi

Muhammad Umar Aftab

Zhiguang Qin

Sensors, 2022

A Fast and Compact 3-D CNN for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Muhammad Shahzad Sarfraz

IEEE Geosci. Remote. Sens. Lett., 2022

Cross-modal retrieval based on deep regularized hashing constraints.

[BibT_eX]

[DOI]

Int. J. Intell. Syst., 2022

Attention Mechanism Meets with Hybrid Dense Network for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

CoRR, 2022

Secure aggregate signature scheme for smart city applications.

[BibT_eX]

[DOI]

Comput. Commun., 2022

Industry 4.0 technologies and their applications in fighting COVID-19 pandemic using deep learning techniques.

[BibT_eX]

[DOI]

Saima Sadiq

Alá Abdulmajid Eshmawi

Ala Saleh D. Alluhaidan

Muhammad Umer

Saleem Ullah

Michele Nappi

Comput. Biol. Medicine, 2022

Effects of haze and dehazing on deep learning-based vision models.

[BibT_eX]

[DOI]

Appl. Intell., 2022

Hyperspectral Brain Tissue Classification using a Fast and Compact 3D CNN Approach.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Image Processing Applications and Systems, 2022

A Fast and Compact Hybrid CNN for Hyperspectral Imaging-based Bloodstain Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2022

2021

Deep Learning for hyperspectral Image Classification.

[BibT_eX]

[DOI]

PhD thesis, 2021

Hyperspectral Imaging for Bloodstain Identification.

[BibT_eX]

[DOI]

Sensors, 2021

Regularized CNN Feature Hierarchy for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Remote. Sens., 2021

Hyperspectral imaging-based unsupervised adulterated red chili content transformation for classification: Identification of red chili adulterants.

[BibT_eX]

[DOI]

Muhammad Hussain Khan

Neural Comput. Appl., 2021

Learning-detailed 3D face reconstruction based on convolutional neural networks from a single image.

[BibT_eX]

[DOI]

Muhammad Faizan Tahir

Asad Ullah

Muhammad Sufyan Javed

Neural Comput. Appl., 2021

Real-time image dehazing by superpixels segmentation and guidance filter.

[BibT_eX]

[DOI]

J. Real Time Image Process., 2021

3D/2D regularized CNN feature hierarchy for Hyperspectral image classification.

[BibT_eX]

[DOI]

CoRR, 2021

Hyperspectral Image Classification: Artifacts of Dimension Reduction on Hybrid CNN.

[BibT_eX]

[DOI]

CoRR, 2021

Hyperspectral Image Classification - Traditional to Deep Models: A Survey for Future Prospects.

[BibT_eX]

[DOI]

Sidrah Shabbir

CoRR, 2021

A Hybrid Deep Model for Brain Tumor Classification.

[BibT_eX]

[DOI]

Proceedings of 2021 International Conference on Medical Imaging and Computer-Aided Diagnosis, 2021

Survey on Blockchain Applications for Healthcare: Reflections and Challenges.

[BibT_eX]

[DOI]

Mohammad Reza Bahrami

Proceedings of the Advanced Information Networking and Applications, 2021

2020

Fuzziness-based Spatial-Spectral Class Discriminant Information Preserving Active Learning for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

CoRR, 2020

A Fast 3D CNN for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

CoRR, 2020

Predicting pulsar stars using a random tree boosting voting classifier (RTB-VC).

[BibT_eX]

[DOI]

Astron. Comput., 2020

A Novel Stacked CNN for Malarial Parasite Detection in Thin Blood Smear Images.

[BibT_eX]

[DOI]

IEEE Access, 2020

A PLS-SEM Neural Network Approach for Understanding Cryptocurrency Adoption.

[BibT_eX]

[DOI]

IEEE Access, 2020

Prediction of Microbial Spoilage and Shelf-Life of Bakery Products Through Hyperspectral Imaging.

[BibT_eX]

[DOI]

Zainab Saleem

Muhammad Hussain Khan

IEEE Access, 2020

Classification of Shopify App User Reviews Using Novel Multi Text Features.

[BibT_eX]

[DOI]

IEEE Access, 2020

C-POS: A Context-Aware Adaptive Part-of-Speech Language Learning Framework.

[BibT_eX]

[DOI]

IEEE Access, 2020

Duplicate Questions Pair Detection Using Siamese MaLSTM.

[BibT_eX]

[DOI]

IEEE Access, 2020

2019

Spatial Prior Fuzziness Pool-Based Interactive Classification of Hyperspectral Images.

[BibT_eX]

[DOI]

Remote. Sens., 2019

Photographic painting style transfer using convolutional neural networks.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2019

Unsupervised adulterated red-chili pepper content transformation for hyperspectral classification.

[BibT_eX]

[DOI]

Muhammad Hussain Khan

CoRR, 2019

User Acceptance of HUMP-Model: The Role of E-Mavenism and Polychronicity.

[BibT_eX]

[DOI]

Muhammad Awais

Tanzila Samin

Muhammad Awais Gulzar

Hanan Aljuaid

IEEE Access, 2019

Multi-layer Extreme Learning Machine-based Autoencoder for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Proceedings of the 14th International Joint Conference on Computer Vision, 2019

A Reference Architecture for Smart and Software-Defined Buildings.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Smart Computing, 2019

Extended sammon projection and wavelet kernel extreme learning machine for gait-based legitimate user identification.

[BibT_eX]

[DOI]

Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 2019

Anomaly Detection in DevOps Toolchain.

[BibT_eX]

[DOI]

Antonio Capizzi

Luiz Jonata Pires de Araujo

Evgeny Bobrov

Proceedings of the Software Engineering Aspects of Continuous Development and New Paradigms of Software Production and Deployment, 2019

Synthesizing Data Using Variational Autoencoders for Handling Class Imbalanced Deep Learning.

[BibT_eX]

[DOI]

Taimoor Shakeel Sheikh

Adil Khan

Muhammad Fahim

Proceedings of the Analysis of Images, Social Networks and Texts, 2019

2018

Using deep features for video scene detection and annotation.

[BibT_eX]

[DOI]

Konstantin Sozykin

Signal Image Video Process., 2018

Smartwatch-Based Legitimate User Identification for Cloud-Based Secure Services.

[BibT_eX]

[DOI]

Sajjad Hussain Chauhdary

Tariq Umer

Mob. Inf. Syst., 2018

Analysis of Android Camera Spoofing Techniques.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE/ACIS International Conference on Software Engineering, 2018

2017

Graph-based spatial-spectral feature learning for hyperspectral image classification.

[BibT_eX]

[DOI]

Rasheed Hussain

IET Image Process., 2017

Hyperspectral Band Selection Using Unsupervised Non-Linear Deep Auto Encoder to Train External Classifiers.

[BibT_eX]

[DOI]

CoRR, 2017

Extended Sammon Projection and Wavelet Kernel Extreme Learning Machine for Gait-Based Legitimate User Identification on Smartphones.

[BibT_eX]

[DOI]

CoRR, 2017

Seeking Optimum System Settings for Physical Activity Recognition on Smartwatches.

[BibT_eX]

[DOI]

CoRR, 2017

2016

Unsupervised geometrical feature learning from hyperspectral data.

[BibT_eX]

[DOI]

Rasheed Hussain

Francis Chow

Asad Masood Khattak

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Gait fingerprinting-based user identification on smartphones.

[BibT_eX]

[DOI]

Joseph Alexander Brown

Asad Masood Khattak

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

2013

Formal analysis of steady state errors in feedback control systems using HOL-light.

[BibT_eX]

[DOI]

Osman Hasan