Pei-Jun Shi

A review of underwater robot technologies for inland waterway inspection and maintenance: the pinglu canal scenario

Underwater robotics has advanced fastest in its individual capabilities. Learned optical enhancement, sonar interpretation, and tightly coupled multimodal fusion each report steady gains on dedicated benchmarks, yet whether those gains translate into reliable operation under deployment constraints remains largely untes...