COBICount: Separating Object and Background Responses for Remote Sensing Object Counting Without Training on Target Data

Remote sensing object counting estimates how many buildings, vehicles, or ships appear in overhead images. Most supervised counters predict a density map, whose sum gives the object count, and assume similar categories, sizes, and backgrounds. Applying them across regions, sensors, or categories oft