S. Venkata Achuta Rao et al. 2026. Deep Visual Representation Structuring for Terrain Semantics via Efficient Feature Abstraction Mechanisms. International Journal of Data Science and IoT Management System. 5, 2(3) (Jun. 2026), 288–298. DOI:https://doi.org/10.64751/ijdim.2026.v5.n2(3).1055.