P. N. Jeipratha

Robust vision transformer adaptation for UAV imagery

Vision Transformers (ViTs) perform well on clean aerial imagery but degrade sharply when deployed in post-earthquake UAV operations, where motion blur, dust haze, illumination variation, and sensor noise combine to produce what we term post-earthquake visual drift , a structured distributional shift that can render...