Usman Muhammad
Visitor
Visitor
T313 Dept. Computer Science
Full researcher profile
https://research.aalto.fi/...
Phone number
+358504793884
Research groups
- Lecturer Laaksonen Jorma group, Postdoctoral Researcher
- Lecturer Laaksonen Jorma group, Visitor (Faculty)
Publications
Image dehazing using dark channel prior-based adaptive filtering and contrast-limited adaptive histogram equalization
Asad Mahmood, Rehan Mehmood Yousaf, Zahid Mehmood, Ruqia Bibi, Muhammad Habib, Usman Muhammad, Hussain Dawood
2026
Imaging Science Journal
A Fusion-Guided Inception Network for Hyperspectral Image Super-Resolution
Usman Muhammad, Jorma Laaksonen
2025
2025 25th International Conference on Digital Signal Processing, DSP 2025
DACN: Dual-Attention Convolutional Network for Hyperspectral Image Super-Resolution
Usman Muhammad, Jorma Laaksonen
2025
Proceedings of the European Signal Processing Conference EUSIPCO
Hybrid Deep Learning for Hyperspectral Single Image Super-Resolution
Usman Muhammad, Jorma Laaksonen
2025
IEEE Geoscience and Remote Sensing Letters
Towards Lightweight Hyperspectral Image Super-Resolution with Depthwise Separable Dilated Convolutional Network
Usman Muhammad, Jorma Laaksonen, Lyudmila Mihaylova
2025
2025 IEEE Statistical Signal Processing Workshop, SSP 2025
Transformer-Based Spatio-Temporal Framework for Forecasting Natural Gas Demand in the Power Sector
Muhammad Salman Saeed, Salman Raza, Haseeb Ahmad, Usman Muhammad, Hassan Dawood, Hussain Dawood
2025
IEEE Access
Enhancing Heart Attack Prediction : Feature Identification from Multiparametric Cardiac Data Using Explainable AI
Muhammad Waqar, Muhammad Bilal Shahnawaz, Sajid Saleem, Hassan Dawood, Usman Muhammad, Hussain Dawood
2025
Algorithms
A Comparison of Hyperspectral Super-Resolution Techniques for Boreal Forest Imagery
Yuvrajsinh Chudasama, Usman Muhammad, Ville Mayra, Florent Guiotte, Jorma Laaksonen
2024
IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, Proceedings
Evaluating Text Summarization Techniques and Factual Consistency with Language Models
Md Moinul Islam, Usman Muhammad, Mourad Oussalah
2024
Proceedings - 2024 IEEE International Conference on Big Data, BigData 2024
Public Sentiment on Security Cameras
M. Fahad Khalid, Usman Muhammad, R. Saugmann Andersen, Mourad Oussalah
2024
Proceedings - 2024 IEEE International Conference on Big Data, BigData 2024