Contrastive Learning for Seismic Horizon Tracking with Domain-Specific Priors

Alexandre Thouvenot, Lionel Boillot, Vincent Gripon

Unsupervised 3D seismic horizon tracking faces a key limitation: signal-based propagators provide accurate trace-level alignment but often fail near faults, whereas texture-driven…