Vessel detection and identification is the foundational layer of every maritime application built above it: domain awareness, fisheries enforcement, sanctions monitoring, port logistics, insurance pricing. The basic task is to know — at any moment, in any weather, day or night — what is moving in a defined patch of ocean and what each contact is.
Three sensor modalities do the heavy lifting. Satellite Automatic Identification System (S-AIS) receives the VHF self-reporting beacons that vessels above 300 GT are required to transmit under SOLAS Chapter V. Synthetic-aperture radar (SAR) sees through cloud and at night, returning a hard backscatter signature for any metal hull above a few metres. Optical imagery — visible and near-infrared — adds vessel-class confirmation, paint scheme reading and visual cargo inspection in good light. The state of the art is to fuse all three: AIS provides cheap continuous coverage; SAR catches what AIS misses, including AIS-off vessels; optical adds the visual confirmation a human analyst trusts. For markets like India, the GCC and African coastal states, the sovereignty stakes are real — most operational AIS aggregation today is run by foreign commercial firms, and SAR tasking over national EEZs is a contested commercial arrangement.