AI Frontier Lectures

Jun 10, 2025 · Artificial Intelligence

Can One Model Master All Remote Sensing Tasks? Introducing the TSSUN Framework

This paper presents the Temporal‑Spectral‑Spatial Unified Network (TSSUN), a flexible deep‑learning architecture that simultaneously handles semantic segmentation, semantic change detection, and binary change detection across heterogeneous remote‑sensing inputs, achieving state‑of‑the‑art performance without task‑specific retraining.