Abstract Accurate detection and characterization of rock discontinuities are essential for rock slope stability assessment, tunnel excavation, rockfall hazard evaluation and rock mass classification. Conventional field methods, including geological compass measurements, scanline surveys and manual mapping, remain important but are limited by restricted spatial coverage, operator subjectivity, time consumption and safety risks in steep or inaccessible rock masses.