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Usman Ghous
Observed name:
Ghous, Usman
Institutions:
Riphah International University,
National University of Computer and Emerging Sciences
Observed institutions:
Riphah International University,
National University of Computer and Emerging Sciences
ORCID:
0000-0003-0673-6062
Observed ORCID:
0000-0003-0673-6062
OpenAlex ID:
A5015860802
WaveFormer: Spectral–Spatial Wavelet Transformer for Hyperspectral Image Classification
2024
·
Muhammad Ahmad
, Usman Ghous
, et al.
·
IEEE Geoscience and Remote Sensing Letters
·
94
A Disjoint Samples-Based 3D-CNN With Active Transfer Learning for Hyperspectral Image Classification
2022
·
Muhammad Ahmad
, Usman Ghous
, et al.
·
IEEE Transactions on Geoscience and Remote Sensing
·
44
PDF
EXNet: (2+1)D Extreme Xception Net for Hyperspectral Image Classification
2024
·
Usman Ghous
, Muhammad Shahzad Sarfraz
, et al.
·
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
·
25
PDF
Differential Attention With Enhanced Squeeze-and-Excitation for Hyperspectral Image Classification
2025
·
Saad Sohail
, Muhammad Usama
, et al.
·
IEEE Geoscience and Remote Sensing Letters
·
5
A Spiking and Memory-Enhanced State-Space Model for Hyperspectral Image Classification
2026
·
Faiq Ahmad
, Muhammad Usama
, et al.
·
IEEE Geoscience and Remote Sensing Letters
·
3
EnergyFormer: Energy Attention With Fourier Embedding for Hyperspectral Image Classification
2025
·
Saad Sohail
, Muhammad Usama
, et al.
·
IEEE Geoscience and Remote Sensing Letters
·
3
PDF
Amplitude-Belief Reinforcement Learning for Adaptive Cyber Defense in Partially Observable V2X Networks
2026
·
Shah, Anwar
, Farooq, Rohan
, et al.
·
arXiv (Cornell University)
PDF
EnergyMamba: Energy Attention Modulated Mamba for Hyperspectral Image Classification
2026
·
Faiq Ahmad
, Saad Sohail
, et al.
·
IEEE Congress on Evolutionary Computation (CEC)
A Deep Q-Network Optimized Thresholding based GNN-BiLSTM Approach to Anomaly Detection in Cyber Physical Systems
2026
·
Rai Ali Yar
, Umaisa Lail
, et al.
PDF
Spiking Morphological Mamba for Hyperspectral Image Classification
2026
·
Muhammad Shahbaz Ayyaz
, Muhammad Usama
, et al.
·
IEEE Geoscience and Remote Sensing Letters
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Works count:
10
Citation count:
174
H-index:
4
I10-index:
3
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