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20172025
most citedSecuring Connected & Autonomous Vehicles: Challenges Posed by Adversarial Machine Learning and The Way Forward

246 citations · 418 across the 8 of their papers we have counts for

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Showing 2025Show all

2 papers · 1 filter

cs.CV2025★ 2 cited

EnergyFormer: Energy Attention with Fourier Embedding for Hyperspectral Image Classification

Saad Sohail, Muhammad Usama, Usman Ghous +3

Hyperspectral imaging (HSI) provides rich spectral-spatial information across hundreds of contiguous bands, enabling precise material discrimination in applications such as environ…

cs.CV2025★ 2 cited

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

Muhammad Ahmad, Muhammad Hassaan Farooq Butt, Muhammad Usama +4

Hyperspectral image (HSI) classification plays a pivotal role in domains such as environmental monitoring, agriculture, and urban planning. However, it faces significant challenges…