16 citations · 38 across the 10 of their papers we have counts for
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cs.CV2026
HSI-Road Relabeled: Surface-Aware Road-Scene Segmentation
Imad Ali Shah, Imran Mehmood, Enda Ward +3
The HSI-Road dataset provides paired RGB and 25-channel NIR (600--960~nm) images with binary masks but no surface-level labels.~This paper introduces a manually labeled six-class t…
cs.CV2026★ 1 cited
Learnable Quantum Efficiency Filters for Urban Hyperspectral Segmentation
Imad Ali Shah, Jiarong Li, Ethan Delaney +4
Hyperspectral sensing provides rich spectral information for scene understanding in urban driving, but its high dimensionality poses challenges for interpretation and efficient lea…